In this project, you’re going to take a peek into the realm of neural network machine translation. You’ll be training a sequence to sequence model on a dataset of English and French sentences that can translate new sentences from English to French.
Since translating the whole language of English to French will take lots of time to train, we have provided you with a small portion of the English corpus.
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import helper
import problem_unittests as tests
source_path = 'data/small_vocab_en'
target_path = 'data/small_vocab_fr'
source_text = helper.load_data(source_path)
target_text = helper.load_data(target_path)
Play around with view_sentence_range to view different parts of the data.
view_sentence_range = (0, 10)
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import numpy as np
print('Dataset Stats')
print('Roughly the number of unique words: {}'.format(len({word: None for word in source_text.split()})))
sentences = source_text.split('\n')
word_counts = [len(sentence.split()) for sentence in sentences]
print('Number of sentences: {}'.format(len(sentences)))
print('Average number of words in a sentence: {}'.format(np.average(word_counts)))
print()
print('English sentences {} to {}:'.format(*view_sentence_range))
print('\n'.join(source_text.split('\n')[view_sentence_range[0]:view_sentence_range[1]]))
print()
print('French sentences {} to {}:'.format(*view_sentence_range))
print('\n'.join(target_text.split('\n')[view_sentence_range[0]:view_sentence_range[1]]))
Dataset Stats Roughly the number of unique words: 227 Number of sentences: 137861 Average number of words in a sentence: 13.225277634719028 English sentences 0 to 10: new jersey is sometimes quiet during autumn , and it is snowy in april . the united states is usually chilly during july , and it is usually freezing in november . california is usually quiet during march , and it is usually hot in june . the united states is sometimes mild during june , and it is cold in september . your least liked fruit is the grape , but my least liked is the apple . his favorite fruit is the orange , but my favorite is the grape . paris is relaxing during december , but it is usually chilly in july . new jersey is busy during spring , and it is never hot in march . our least liked fruit is the lemon , but my least liked is the grape . the united states is sometimes busy during january , and it is sometimes warm in november . French sentences 0 to 10: new jersey est parfois calme pendant l' automne , et il est neigeux en avril . les états-unis est généralement froid en juillet , et il gèle habituellement en novembre . california est généralement calme en mars , et il est généralement chaud en juin . les états-unis est parfois légère en juin , et il fait froid en septembre . votre moins aimé fruit est le raisin , mais mon moins aimé est la pomme . son fruit préféré est l'orange , mais mon préféré est le raisin . paris est relaxant en décembre , mais il est généralement froid en juillet . new jersey est occupé au printemps , et il est jamais chaude en mars . notre fruit est moins aimé le citron , mais mon moins aimé est le raisin . les états-unis est parfois occupé en janvier , et il est parfois chaud en novembre .
As you did with other RNNs, you must turn the text into a number so the computer can understand it. In the function text_to_ids(), you'll turn source_text and target_text from words to ids. However, you need to add the <EOS> word id at the end of each sentence from target_text. This will help the neural network predict when the sentence should end.
You can get the <EOS> word id by doing:
target_vocab_to_int['<EOS>']
You can get other word ids using source_vocab_to_int and target_vocab_to_int.
def text_to_ids(source_text, target_text, source_vocab_to_int, target_vocab_to_int):
"""
Convert source and target text to proper word ids
:param source_text: String that contains all the source text.
:param target_text: String that contains all the target text.
:param source_vocab_to_int: Dictionary to go from the source words to an id
:param target_vocab_to_int: Dictionary to go from the target words to an id
:return: A tuple of lists (source_id_text, target_id_text)
"""
# TODO: Implement Function
# Convert words to ids
source_id_text = [[source_vocab_to_int.get(word, source_vocab_to_int['<UNK>']) for word in line.split(" ")] for line in source_text.split('\n')]
target_id_text = [[target_vocab_to_int.get(word, target_vocab_to_int['<UNK>']) for word in line.split(" ")] + [target_vocab_to_int['<EOS>']] for line in target_text.split('\n')]
return source_id_text, target_id_text
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_text_to_ids(text_to_ids)
Tests Passed
Running the code cell below will preprocess all the data and save it to file.
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
helper.preprocess_and_save_data(source_path, target_path, text_to_ids)
This is your first checkpoint. If you ever decide to come back to this notebook or have to restart the notebook, you can start from here. The preprocessed data has been saved to disk.
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import numpy as np
import helper
(source_int_text, target_int_text), (source_vocab_to_int, target_vocab_to_int), _ = helper.load_preprocess()
This will check to make sure you have the correct version of TensorFlow and access to a GPU
"""
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"""
from distutils.version import LooseVersion
import warnings
import tensorflow as tf
# Check TensorFlow Version
assert LooseVersion(tf.__version__) in [LooseVersion('1.0.0'), LooseVersion('1.0.1')], 'This project requires TensorFlow version 1.0 You are using {}'.format(tf.__version__)
print('TensorFlow Version: {}'.format(tf.__version__))
# Check for a GPU
if not tf.test.gpu_device_name():
warnings.warn('No GPU found. Please use a GPU to train your neural network.')
else:
print('Default GPU Device: {}'.format(tf.test.gpu_device_name()))
TensorFlow Version: 1.0.1
/home/nathanmaynes/anaconda3/envs/dl/lib/python3.5/site-packages/ipykernel/__main__.py:14: UserWarning: No GPU found. Please use a GPU to train your neural network.
You'll build the components necessary to build a Sequence-to-Sequence model by implementing the following functions below:
model_inputsprocess_decoding_inputencoding_layerdecoding_layer_traindecoding_layer_inferdecoding_layerseq2seq_modelImplement the model_inputs() function to create TF Placeholders for the Neural Network. It should create the following placeholders:
Return the placeholders in the following the tuple (Input, Targets, Learing Rate, Keep Probability)
def model_inputs():
"""
Create TF Placeholders for input, targets, and learning rate.
:return: Tuple (input, targets, learning rate, keep probability)
"""
# TODO: Rank is not explicitly passed. Could be a problem
input = tf.placeholder(tf.int32, [None, None], name = 'input')
targets = tf.placeholder(tf.int32, [None, None], name = 'targets')
learning_rate = tf.placeholder(tf.float32, name = 'learning_rate')
keep_prob = tf.placeholder(tf.float32, name = 'keep_prob')
#print(input[0].get_shape())
return input, targets, learning_rate, keep_prob
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_inputs(model_inputs)
(?,) Tests Passed
Implement process_decoding_input using TensorFlow to remove the last word id from each batch in target_data and concat the GO ID to the begining of each batch.
def process_decoding_input(target_data, target_vocab_to_int, batch_size):
"""
Preprocess target data for dencoding
:param target_data: Target Placehoder
:param target_vocab_to_int: Dictionary to go from the target words to an id
:param batch_size: Batch Size
:return: Preprocessed target data
"""
ending = tf.strided_slice(target_data, [0, 0], [batch_size, -1], [1, 1])
dec_input = tf.concat([tf.fill([batch_size, 1], target_vocab_to_int['<GO>']), ending], 1)
return dec_input
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_process_decoding_input(process_decoding_input)
Tests Passed
Implement encoding_layer() to create a Encoder RNN layer using tf.nn.dynamic_rnn().
def encoding_layer(rnn_inputs, rnn_size, num_layers, keep_prob):
"""
Create encoding layer
:param rnn_inputs: Inputs for the RNN
:param rnn_size: RNN Size
:param num_layers: Number of layers
:param keep_prob: Dropout keep probability
:return: RNN state
"""
# Encoder
enc_cell = tf.contrib.rnn.MultiRNNCell([tf.contrib.rnn.BasicLSTMCell(rnn_size)] * num_layers)
_, enc_state = tf.nn.dynamic_rnn(enc_cell, rnn_inputs, dtype=tf.float32)
return enc_state
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_encoding_layer(encoding_layer)
Tests Passed
Create training logits using tf.contrib.seq2seq.simple_decoder_fn_train() and tf.contrib.seq2seq.dynamic_rnn_decoder(). Apply the output_fn to the tf.contrib.seq2seq.dynamic_rnn_decoder() outputs.
def decoding_layer_train(encoder_state, dec_cell, dec_embed_input, sequence_length, decoding_scope,
output_fn, keep_prob):
"""
Create a decoding layer for training
:param encoder_state: Encoder State
:param dec_cell: Decoder RNN Cell
:param dec_embed_input: Decoder embedded input
:param sequence_length: Sequence Length
:param decoding_scope: TenorFlow Variable Scope for decoding
:param output_fn: Function to apply the output layer
:param keep_prob: Dropout keep probability
:return: Train Logits
"""
with tf.variable_scope("decoding") as decoding_scope:
# Training Decoder
train_decoder_fn = tf.contrib.seq2seq.simple_decoder_fn_train(encoder_state)
train_pred, _, _ = tf.contrib.seq2seq.dynamic_rnn_decoder(
dec_cell, train_decoder_fn, dec_embed_input, sequence_length, scope=decoding_scope)
# Apply output function
train_logits = output_fn(train_pred)
train_logits = tf.nn.dropout(train_logits, keep_prob)
return train_logits
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_decoding_layer_train(decoding_layer_train)
Tests Passed
Create inference logits using tf.contrib.seq2seq.simple_decoder_fn_inference() and tf.contrib.seq2seq.dynamic_rnn_decoder().
def decoding_layer_infer(encoder_state, dec_cell, dec_embeddings, start_of_sequence_id, end_of_sequence_id,
maximum_length, vocab_size, decoding_scope, output_fn, keep_prob):
"""
Create a decoding layer for inference
:param encoder_state: Encoder state
:param dec_cell: Decoder RNN Cell
:param dec_embeddings: Decoder embeddings
:param start_of_sequence_id: GO ID
:param end_of_sequence_id: EOS Id
:param maximum_length: The maximum allowed time steps to decode
:param vocab_size: Size of vocabulary
:param decoding_scope: TensorFlow Variable Scope for decoding
:param output_fn: Function to apply the output layer
:param keep_prob: Dropout keep probability
:return: Inference Logits
"""
with tf.variable_scope(decoding_scope) as decoding_scope:
# Inference Decoder
infer_decoder_fn = tf.contrib.seq2seq.simple_decoder_fn_inference(
output_fn, encoder_state, dec_embeddings, start_of_sequence_id, end_of_sequence_id,
maximum_length - 1, vocab_size)
inference_logits, _, _ = tf.contrib.seq2seq.dynamic_rnn_decoder(dec_cell, infer_decoder_fn, scope=decoding_scope)
return inference_logits
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_decoding_layer_infer(decoding_layer_infer)
Tests Passed
Implement decoding_layer() to create a Decoder RNN layer.
rnn_size and num_layers.lambda to transform it's input, logits, to class logits.decoding_layer_train(encoder_state, dec_cell, dec_embed_input, sequence_length, decoding_scope, output_fn, keep_prob) function to get the training logits.decoding_layer_infer(encoder_state, dec_cell, dec_embeddings, start_of_sequence_id, end_of_sequence_id, maximum_length, vocab_size, decoding_scope, output_fn, keep_prob) function to get the inference logits.Note: You'll need to use tf.variable_scope to share variables between training and inference.
def decoding_layer(dec_embed_input, dec_embeddings, encoder_state, vocab_size, sequence_length, rnn_size,
num_layers, target_vocab_to_int, keep_prob):
"""
Create decoding layer
:param dec_embed_input: Decoder embedded input
:param dec_embeddings: Decoder embeddings
:param encoder_state: The encoded state
:param vocab_size: Size of vocabulary
:param sequence_length: Sequence Length
:param rnn_size: RNN Size
:param num_layers: Number of layers
:param target_vocab_to_int: Dictionary to go from the target words to an id
:param keep_prob: Dropout keep probability
:return: Tuple of (Training Logits, Inference Logits)
"""
# TODO: Implement Function
with tf.variable_scope("decoding") as decoding_scope:
dec_cell = tf.contrib.rnn.MultiRNNCell([tf.contrib.rnn.BasicLSTMCell(rnn_size)] * num_layers)
output_fn = lambda x: tf.contrib.layers.fully_connected(x, vocab_size, None, scope=decoding_scope)
training_logits = decoding_layer_train(encoder_state, dec_cell, dec_embed_input, sequence_length, decoding_scope,
output_fn, keep_prob)
inference_logits = decoding_layer_infer(encoder_state, dec_cell, dec_embeddings, target_vocab_to_int['<GO>'],
target_vocab_to_int['<EOS>'],
sequence_length, vocab_size, decoding_scope, output_fn, keep_prob)
return training_logits, inference_logits
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_decoding_layer(decoding_layer)
Tests Passed
Apply the functions you implemented above to:
encoding_layer(rnn_inputs, rnn_size, num_layers, keep_prob).process_decoding_input(target_data, target_vocab_to_int, batch_size) function.decoding_layer(dec_embed_input, dec_embeddings, encoder_state, vocab_size, sequence_length, rnn_size, num_layers, target_vocab_to_int, keep_prob).def seq2seq_model(input_data, target_data, keep_prob, batch_size, sequence_length, source_vocab_size, target_vocab_size,
enc_embedding_size, dec_embedding_size, rnn_size, num_layers, target_vocab_to_int):
"""
Build the Sequence-to-Sequence part of the neural network
:param input_data: Input placeholder
:param target_data: Target placeholder
:param keep_prob: Dropout keep probability placeholder
:param batch_size: Batch Size
:param sequence_length: Sequence Length
:param source_vocab_size: Source vocabulary size
:param target_vocab_size: Target vocabulary size
:param enc_embedding_size: Decoder embedding size
:param dec_embedding_size: Encoder embedding size
:param rnn_size: RNN Size
:param num_layers: Number of layers
:param target_vocab_to_int: Dictionary to go from the target words to an id
:return: Tuple of (Training Logits, Inference Logits)
"""
# TODO: Implement Function
enc_embed_input = tf.contrib.layers.embed_sequence(input_data, source_vocab_size, enc_embedding_size)
#enc_embed_input.set_shape([None, None, enc_embedding_size])
encoder_state = encoding_layer(enc_embed_input, rnn_size, num_layers, keep_prob)
dec_input = process_decoding_input(target_data, target_vocab_to_int, batch_size)
dec_embeddings = tf.Variable(tf.random_uniform([target_vocab_size, dec_embedding_size]))
dec_embed_input = tf.nn.embedding_lookup(dec_embeddings, dec_input)
train, inference = decoding_layer(dec_embed_input, dec_embeddings, encoder_state, target_vocab_size, sequence_length,
rnn_size, num_layers, target_vocab_to_int, keep_prob)
#print(dec_embeddings.get_shape())
return (train, inference)
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_seq2seq_model(seq2seq_model)
Tests Passed
Tune the following parameters:
epochs to the number of epochs.batch_size to the batch size.rnn_size to the size of the RNNs.num_layers to the number of layers.encoding_embedding_size to the size of the embedding for the encoder.decoding_embedding_size to the size of the embedding for the decoder.learning_rate to the learning rate.keep_probability to the Dropout keep probability# Number of Epochs
epochs = 60
# Batch Size
batch_size = 128
# RNN Size
rnn_size = 50
# Number of Layers
num_layers = 2
# Embedding Size
encoding_embedding_size = 13
decoding_embedding_size = 13
# Learning Rate
learning_rate = 0.001
# Dropout Keep Probability
keep_probability = 0.8
Build the graph using the neural network you implemented.
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
save_path = 'checkpoints/dev'
(source_int_text, target_int_text), (source_vocab_to_int, target_vocab_to_int), _ = helper.load_preprocess()
max_source_sentence_length = max([len(sentence) for sentence in source_int_text])
train_graph = tf.Graph()
with train_graph.as_default():
input_data, targets, lr, keep_prob = model_inputs()
sequence_length = tf.placeholder_with_default(max_source_sentence_length, None, name='sequence_length')
input_shape = tf.shape(input_data)
train_logits, inference_logits = seq2seq_model(
tf.reverse(input_data, [-1]), targets, keep_prob, batch_size, sequence_length, len(source_vocab_to_int), len(target_vocab_to_int),
encoding_embedding_size, decoding_embedding_size, rnn_size, num_layers, target_vocab_to_int)
tf.identity(inference_logits, 'logits')
with tf.name_scope("optimization"):
# Loss function
cost = tf.contrib.seq2seq.sequence_loss(
train_logits,
targets,
tf.ones([input_shape[0], sequence_length]))
# Optimizer
optimizer = tf.train.AdamOptimizer(lr)
# Gradient Clipping
gradients = optimizer.compute_gradients(cost)
capped_gradients = [(tf.clip_by_value(grad, -1., 1.), var) for grad, var in gradients if grad is not None]
train_op = optimizer.apply_gradients(capped_gradients)
(?,)
Train the neural network on the preprocessed data. If you have a hard time getting a good loss, check the forms to see if anyone is having the same problem.
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import time
def get_accuracy(target, logits):
"""
Calculate accuracy
"""
max_seq = max(target.shape[1], logits.shape[1])
if max_seq - target.shape[1]:
target = np.pad(
target,
[(0,0),(0,max_seq - target.shape[1])],
'constant')
if max_seq - logits.shape[1]:
logits = np.pad(
logits,
[(0,0),(0,max_seq - logits.shape[1]), (0,0)],
'constant')
return np.mean(np.equal(target, np.argmax(logits, 2)))
train_source = source_int_text[batch_size:]
train_target = target_int_text[batch_size:]
valid_source = helper.pad_sentence_batch(source_int_text[:batch_size])
valid_target = helper.pad_sentence_batch(target_int_text[:batch_size])
with tf.Session(graph=train_graph) as sess:
sess.run(tf.global_variables_initializer())
for epoch_i in range(epochs):
for batch_i, (source_batch, target_batch) in enumerate(
helper.batch_data(train_source, train_target, batch_size)):
start_time = time.time()
_, loss = sess.run(
[train_op, cost],
{input_data: source_batch,
targets: target_batch,
lr: learning_rate,
sequence_length: target_batch.shape[1],
keep_prob: keep_probability})
batch_train_logits = sess.run(
inference_logits,
{input_data: source_batch, keep_prob: 1.0})
batch_valid_logits = sess.run(
inference_logits,
{input_data: valid_source, keep_prob: 1.0})
train_acc = get_accuracy(target_batch, batch_train_logits)
valid_acc = get_accuracy(np.array(valid_target), batch_valid_logits)
end_time = time.time()
print('Epoch {:>3} Batch {:>4}/{} - Train Accuracy: {:>6.3f}, Validation Accuracy: {:>6.3f}, Loss: {:>6.3f}'
.format(epoch_i, batch_i, len(source_int_text) // batch_size, train_acc, valid_acc, loss))
# Save Model
saver = tf.train.Saver()
saver.save(sess, save_path)
print('Model Trained and Saved')
Epoch 0 Batch 0/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.215, Loss: 5.883 Epoch 0 Batch 1/1077 - Train Accuracy: 0.138, Validation Accuracy: 0.216, Loss: 5.864 Epoch 0 Batch 2/1077 - Train Accuracy: 0.100, Validation Accuracy: 0.218, Loss: 5.845 Epoch 0 Batch 3/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.216, Loss: 5.818 Epoch 0 Batch 4/1077 - Train Accuracy: 0.138, Validation Accuracy: 0.218, Loss: 5.797 Epoch 0 Batch 5/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.218, Loss: 5.761 Epoch 0 Batch 6/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.220, Loss: 5.736 Epoch 0 Batch 7/1077 - Train Accuracy: 0.132, Validation Accuracy: 0.220, Loss: 5.704 Epoch 0 Batch 8/1077 - Train Accuracy: 0.140, Validation Accuracy: 0.221, Loss: 5.665 Epoch 0 Batch 9/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 5.609 Epoch 0 Batch 10/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.228, Loss: 5.590 Epoch 0 Batch 11/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.228, Loss: 5.485 Epoch 0 Batch 12/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 5.452 Epoch 0 Batch 13/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 5.348 Epoch 0 Batch 14/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 5.296 Epoch 0 Batch 15/1077 - Train Accuracy: 0.140, Validation Accuracy: 0.227, Loss: 5.270 Epoch 0 Batch 16/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 5.177 Epoch 0 Batch 17/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.224, Loss: 5.095 Epoch 0 Batch 18/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.226, Loss: 5.058 Epoch 0 Batch 19/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 5.016 Epoch 0 Batch 20/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 4.981 Epoch 0 Batch 21/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 4.918 Epoch 0 Batch 22/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.225, Loss: 4.847 Epoch 0 Batch 23/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 4.769 Epoch 0 Batch 24/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 4.689 Epoch 0 Batch 25/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.250, Loss: 4.655 Epoch 0 Batch 26/1077 - Train Accuracy: 0.176, Validation Accuracy: 0.251, Loss: 4.634 Epoch 0 Batch 27/1077 - Train Accuracy: 0.212, Validation Accuracy: 0.247, Loss: 4.447 Epoch 0 Batch 28/1077 - Train Accuracy: 0.173, Validation Accuracy: 0.248, Loss: 4.508 Epoch 0 Batch 29/1077 - Train Accuracy: 0.179, Validation Accuracy: 0.248, Loss: 4.426 Epoch 0 Batch 30/1077 - Train Accuracy: 0.175, Validation Accuracy: 0.248, Loss: 4.413 Epoch 0 Batch 31/1077 - Train Accuracy: 0.173, Validation Accuracy: 0.248, Loss: 4.395 Epoch 0 Batch 32/1077 - Train Accuracy: 0.212, Validation Accuracy: 0.248, Loss: 4.170 Epoch 0 Batch 33/1077 - Train Accuracy: 0.212, Validation Accuracy: 0.248, Loss: 4.211 Epoch 0 Batch 34/1077 - Train Accuracy: 0.180, Validation Accuracy: 0.248, Loss: 4.276 Epoch 0 Batch 35/1077 - Train Accuracy: 0.180, Validation Accuracy: 0.251, Loss: 4.232 Epoch 0 Batch 36/1077 - Train Accuracy: 0.174, Validation Accuracy: 0.251, Loss: 4.175 Epoch 0 Batch 37/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.251, Loss: 4.175 Epoch 0 Batch 38/1077 - Train Accuracy: 0.136, Validation Accuracy: 0.250, Loss: 4.284 Epoch 0 Batch 39/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.257, Loss: 4.166 Epoch 0 Batch 40/1077 - Train Accuracy: 0.181, Validation Accuracy: 0.257, Loss: 4.131 Epoch 0 Batch 41/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.257, Loss: 4.070 Epoch 0 Batch 42/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.257, Loss: 4.060 Epoch 0 Batch 43/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.257, Loss: 4.144 Epoch 0 Batch 44/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.266, Loss: 4.201 Epoch 0 Batch 45/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.268, Loss: 4.032 Epoch 0 Batch 46/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.268, Loss: 4.080 Epoch 0 Batch 47/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.268, Loss: 3.979 Epoch 0 Batch 48/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.268, Loss: 3.982 Epoch 0 Batch 49/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.268, Loss: 3.921 Epoch 0 Batch 50/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.268, Loss: 4.026 Epoch 0 Batch 51/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.268, Loss: 3.979 Epoch 0 Batch 52/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.268, Loss: 4.006 Epoch 0 Batch 53/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.268, Loss: 3.959 Epoch 0 Batch 54/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.268, Loss: 4.001 Epoch 0 Batch 55/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.268, Loss: 3.890 Epoch 0 Batch 56/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.268, Loss: 3.925 Epoch 0 Batch 57/1077 - Train Accuracy: 0.272, Validation Accuracy: 0.268, Loss: 3.725 Epoch 0 Batch 58/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.268, Loss: 3.919 Epoch 0 Batch 59/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.268, Loss: 4.059 Epoch 0 Batch 60/1077 - Train Accuracy: 0.240, Validation Accuracy: 0.268, Loss: 3.854 Epoch 0 Batch 61/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.270, Loss: 3.934 Epoch 0 Batch 62/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.270, Loss: 4.058 Epoch 0 Batch 63/1077 - Train Accuracy: 0.240, Validation Accuracy: 0.269, Loss: 3.796 Epoch 0 Batch 64/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.269, Loss: 3.934 Epoch 0 Batch 65/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.269, Loss: 4.009 Epoch 0 Batch 66/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.269, Loss: 3.886 Epoch 0 Batch 67/1077 - Train Accuracy: 0.243, Validation Accuracy: 0.269, Loss: 3.792 Epoch 0 Batch 68/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.269, Loss: 3.900 Epoch 0 Batch 69/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.269, Loss: 3.827 Epoch 0 Batch 70/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.269, Loss: 3.997 Epoch 0 Batch 71/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.269, Loss: 3.900 Epoch 0 Batch 72/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.269, Loss: 3.849 Epoch 0 Batch 73/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.269, Loss: 3.855 Epoch 0 Batch 74/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.268, Loss: 3.793 Epoch 0 Batch 75/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.268, Loss: 3.811 Epoch 0 Batch 76/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.268, Loss: 3.814 Epoch 0 Batch 77/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.267, Loss: 3.874 Epoch 0 Batch 78/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.265, Loss: 3.941 Epoch 0 Batch 79/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.264, Loss: 3.862 Epoch 0 Batch 80/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.261, Loss: 3.779 Epoch 0 Batch 81/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.262, Loss: 3.832 Epoch 0 Batch 82/1077 - Train Accuracy: 0.265, Validation Accuracy: 0.261, Loss: 3.623 Epoch 0 Batch 83/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.260, Loss: 3.949 Epoch 0 Batch 84/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.261, Loss: 3.768 Epoch 0 Batch 85/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.259, Loss: 3.734 Epoch 0 Batch 86/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.259, Loss: 3.797 Epoch 0 Batch 87/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.259, Loss: 3.757 Epoch 0 Batch 88/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.260, Loss: 3.756 Epoch 0 Batch 89/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.262, Loss: 3.784 Epoch 0 Batch 90/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.265, Loss: 3.826 Epoch 0 Batch 91/1077 - Train Accuracy: 0.222, Validation Accuracy: 0.263, Loss: 3.639 Epoch 0 Batch 92/1077 - Train Accuracy: 0.222, Validation Accuracy: 0.262, Loss: 3.756 Epoch 0 Batch 93/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.261, Loss: 3.769 Epoch 0 Batch 94/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.262, Loss: 3.734 Epoch 0 Batch 95/1077 - Train Accuracy: 0.223, Validation Accuracy: 0.262, Loss: 3.718 Epoch 0 Batch 96/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.261, Loss: 3.728 Epoch 0 Batch 97/1077 - Train Accuracy: 0.180, Validation Accuracy: 0.260, Loss: 3.751 Epoch 0 Batch 98/1077 - Train Accuracy: 0.219, Validation Accuracy: 0.257, Loss: 3.583 Epoch 0 Batch 99/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.257, Loss: 3.813 Epoch 0 Batch 100/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.257, Loss: 3.753 Epoch 0 Batch 101/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.257, Loss: 3.722 Epoch 0 Batch 102/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.258, Loss: 3.650 Epoch 0 Batch 103/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.258, Loss: 3.836 Epoch 0 Batch 104/1077 - Train Accuracy: 0.136, Validation Accuracy: 0.258, Loss: 3.930 Epoch 0 Batch 105/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.260, Loss: 3.660 Epoch 0 Batch 106/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.262, Loss: 3.832 Epoch 0 Batch 107/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.262, Loss: 3.622 Epoch 0 Batch 108/1077 - Train Accuracy: 0.255, Validation Accuracy: 0.262, Loss: 3.487 Epoch 0 Batch 109/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.263, Loss: 3.719 Epoch 0 Batch 110/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.263, Loss: 3.605 Epoch 0 Batch 111/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.263, Loss: 3.725 Epoch 0 Batch 112/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.263, Loss: 3.713 Epoch 0 Batch 113/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.264, Loss: 3.727 Epoch 0 Batch 114/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.264, Loss: 3.629 Epoch 0 Batch 115/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.265, Loss: 3.739 Epoch 0 Batch 116/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.265, Loss: 3.715 Epoch 0 Batch 117/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.266, Loss: 3.743 Epoch 0 Batch 118/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.262, Loss: 3.803 Epoch 0 Batch 119/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.261, Loss: 3.668 Epoch 0 Batch 120/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.262, Loss: 3.698 Epoch 0 Batch 121/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.264, Loss: 3.625 Epoch 0 Batch 122/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.263, Loss: 3.697 Epoch 0 Batch 123/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.263, Loss: 3.617 Epoch 0 Batch 124/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.264, Loss: 3.670 Epoch 0 Batch 125/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.265, Loss: 3.618 Epoch 0 Batch 126/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.266, Loss: 3.618 Epoch 0 Batch 127/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.266, Loss: 3.659 Epoch 0 Batch 128/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.266, Loss: 3.545 Epoch 0 Batch 129/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.265, Loss: 3.670 Epoch 0 Batch 130/1077 - Train Accuracy: 0.221, Validation Accuracy: 0.264, Loss: 3.593 Epoch 0 Batch 131/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.265, Loss: 3.718 Epoch 0 Batch 132/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.263, Loss: 3.684 Epoch 0 Batch 133/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.261, Loss: 3.736 Epoch 0 Batch 134/1077 - Train Accuracy: 0.221, Validation Accuracy: 0.266, Loss: 3.618 Epoch 0 Batch 135/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.265, Loss: 3.680 Epoch 0 Batch 136/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.265, Loss: 3.627 Epoch 0 Batch 137/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.265, Loss: 3.516 Epoch 0 Batch 138/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.264, Loss: 3.642 Epoch 0 Batch 139/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.264, Loss: 3.629 Epoch 0 Batch 140/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.264, Loss: 3.771 Epoch 0 Batch 141/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.264, Loss: 3.638 Epoch 0 Batch 142/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.264, Loss: 3.468 Epoch 0 Batch 143/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.264, Loss: 3.537 Epoch 0 Batch 144/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.264, Loss: 3.732 Epoch 0 Batch 145/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.263, Loss: 3.530 Epoch 0 Batch 146/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.262, Loss: 3.593 Epoch 0 Batch 147/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.262, Loss: 3.622 Epoch 0 Batch 148/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.262, Loss: 3.603 Epoch 0 Batch 149/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.262, Loss: 3.583 Epoch 0 Batch 150/1077 - Train Accuracy: 0.222, Validation Accuracy: 0.262, Loss: 3.475 Epoch 0 Batch 151/1077 - Train Accuracy: 0.222, Validation Accuracy: 0.261, Loss: 3.461 Epoch 0 Batch 152/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.261, Loss: 3.578 Epoch 0 Batch 153/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.261, Loss: 3.604 Epoch 0 Batch 154/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.261, Loss: 3.705 Epoch 0 Batch 155/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.261, Loss: 3.575 Epoch 0 Batch 156/1077 - Train Accuracy: 0.181, Validation Accuracy: 0.263, Loss: 3.627 Epoch 0 Batch 157/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.260, Loss: 3.584 Epoch 0 Batch 158/1077 - Train Accuracy: 0.219, Validation Accuracy: 0.259, Loss: 3.471 Epoch 0 Batch 159/1077 - Train Accuracy: 0.221, Validation Accuracy: 0.259, Loss: 3.476 Epoch 0 Batch 160/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.259, Loss: 3.548 Epoch 0 Batch 161/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.259, Loss: 3.571 Epoch 0 Batch 162/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.259, Loss: 3.529 Epoch 0 Batch 163/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.259, Loss: 3.701 Epoch 0 Batch 164/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.259, Loss: 3.626 Epoch 0 Batch 165/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.259, Loss: 3.572 Epoch 0 Batch 166/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.259, Loss: 3.491 Epoch 0 Batch 167/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.259, Loss: 3.598 Epoch 0 Batch 168/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.259, Loss: 3.609 Epoch 0 Batch 169/1077 - Train Accuracy: 0.217, Validation Accuracy: 0.259, Loss: 3.390 Epoch 0 Batch 170/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.259, Loss: 3.630 Epoch 0 Batch 171/1077 - Train Accuracy: 0.257, Validation Accuracy: 0.259, Loss: 3.340 Epoch 0 Batch 172/1077 - Train Accuracy: 0.220, Validation Accuracy: 0.259, Loss: 3.453 Epoch 0 Batch 173/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.259, Loss: 3.650 Epoch 0 Batch 174/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.259, Loss: 3.512 Epoch 0 Batch 175/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.259, Loss: 3.497 Epoch 0 Batch 176/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.259, Loss: 3.500 Epoch 0 Batch 177/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.259, Loss: 3.577 Epoch 0 Batch 178/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.259, Loss: 3.440 Epoch 0 Batch 179/1077 - Train Accuracy: 0.140, Validation Accuracy: 0.255, Loss: 3.586 Epoch 0 Batch 180/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.255, Loss: 3.533 Epoch 0 Batch 181/1077 - Train Accuracy: 0.180, Validation Accuracy: 0.256, Loss: 3.470 Epoch 0 Batch 182/1077 - Train Accuracy: 0.216, Validation Accuracy: 0.256, Loss: 3.409 Epoch 0 Batch 183/1077 - Train Accuracy: 0.179, Validation Accuracy: 0.255, Loss: 3.560 Epoch 0 Batch 184/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.253, Loss: 3.494 Epoch 0 Batch 185/1077 - Train Accuracy: 0.180, Validation Accuracy: 0.256, Loss: 3.552 Epoch 0 Batch 186/1077 - Train Accuracy: 0.139, Validation Accuracy: 0.256, Loss: 3.509 Epoch 0 Batch 187/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.258, Loss: 3.536 Epoch 0 Batch 188/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.261, Loss: 3.466 Epoch 0 Batch 189/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.261, Loss: 3.551 Epoch 0 Batch 190/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.261, Loss: 3.482 Epoch 0 Batch 191/1077 - Train Accuracy: 0.259, Validation Accuracy: 0.262, Loss: 3.265 Epoch 0 Batch 192/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.262, Loss: 3.500 Epoch 0 Batch 193/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.261, Loss: 3.380 Epoch 0 Batch 194/1077 - Train Accuracy: 0.222, Validation Accuracy: 0.261, Loss: 3.378 Epoch 0 Batch 195/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.261, Loss: 3.471 Epoch 0 Batch 196/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.262, Loss: 3.419 Epoch 0 Batch 197/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.261, Loss: 3.344 Epoch 0 Batch 198/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.260, Loss: 3.310 Epoch 0 Batch 199/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.259, Loss: 3.461 Epoch 0 Batch 200/1077 - Train Accuracy: 0.181, Validation Accuracy: 0.260, Loss: 3.450 Epoch 0 Batch 201/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.259, Loss: 3.373 Epoch 0 Batch 202/1077 - Train Accuracy: 0.181, Validation Accuracy: 0.257, Loss: 3.428 Epoch 0 Batch 203/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.257, Loss: 3.363 Epoch 0 Batch 204/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.257, Loss: 3.423 Epoch 0 Batch 205/1077 - Train Accuracy: 0.179, Validation Accuracy: 0.257, Loss: 3.404 Epoch 0 Batch 206/1077 - Train Accuracy: 0.179, Validation Accuracy: 0.257, Loss: 3.462 Epoch 0 Batch 207/1077 - Train Accuracy: 0.180, Validation Accuracy: 0.257, Loss: 3.467 Epoch 0 Batch 208/1077 - Train Accuracy: 0.217, Validation Accuracy: 0.257, Loss: 3.333 Epoch 0 Batch 209/1077 - Train Accuracy: 0.222, Validation Accuracy: 0.257, Loss: 3.297 Epoch 0 Batch 210/1077 - Train Accuracy: 0.221, Validation Accuracy: 0.257, Loss: 3.358 Epoch 0 Batch 211/1077 - Train Accuracy: 0.180, Validation Accuracy: 0.257, Loss: 3.427 Epoch 0 Batch 212/1077 - Train Accuracy: 0.220, Validation Accuracy: 0.257, Loss: 3.301 Epoch 0 Batch 213/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.257, Loss: 3.382 Epoch 0 Batch 214/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.257, Loss: 3.380 Epoch 0 Batch 215/1077 - Train Accuracy: 0.180, Validation Accuracy: 0.257, Loss: 3.379 Epoch 0 Batch 216/1077 - Train Accuracy: 0.177, Validation Accuracy: 0.256, Loss: 3.411 Epoch 0 Batch 217/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.256, Loss: 3.340 Epoch 0 Batch 218/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.256, Loss: 3.505 Epoch 0 Batch 219/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.256, Loss: 3.340 Epoch 0 Batch 220/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.256, Loss: 3.458 Epoch 0 Batch 221/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.256, Loss: 3.395 Epoch 0 Batch 222/1077 - Train Accuracy: 0.178, Validation Accuracy: 0.257, Loss: 3.498 Epoch 0 Batch 223/1077 - Train Accuracy: 0.220, Validation Accuracy: 0.257, Loss: 3.255 Epoch 0 Batch 224/1077 - Train Accuracy: 0.177, Validation Accuracy: 0.257, Loss: 3.418 Epoch 0 Batch 225/1077 - Train Accuracy: 0.181, Validation Accuracy: 0.257, Loss: 3.397 Epoch 0 Batch 226/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.257, Loss: 3.382 Epoch 0 Batch 227/1077 - Train Accuracy: 0.175, Validation Accuracy: 0.257, Loss: 3.409 Epoch 0 Batch 228/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.257, Loss: 3.300 Epoch 0 Batch 229/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.257, Loss: 3.317 Epoch 0 Batch 230/1077 - Train Accuracy: 0.223, Validation Accuracy: 0.257, Loss: 3.181 Epoch 0 Batch 231/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.259, Loss: 3.353 Epoch 0 Batch 232/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.259, Loss: 3.492 Epoch 0 Batch 233/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.259, Loss: 3.337 Epoch 0 Batch 234/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.260, Loss: 3.229 Epoch 0 Batch 235/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.260, Loss: 3.206 Epoch 0 Batch 236/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.261, Loss: 3.356 Epoch 0 Batch 237/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.260, Loss: 3.225 Epoch 0 Batch 238/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.260, Loss: 3.345 Epoch 0 Batch 239/1077 - Train Accuracy: 0.221, Validation Accuracy: 0.260, Loss: 3.266 Epoch 0 Batch 240/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.262, Loss: 3.288 Epoch 0 Batch 241/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.262, Loss: 3.220 Epoch 0 Batch 242/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.262, Loss: 3.386 Epoch 0 Batch 243/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.261, Loss: 3.360 Epoch 0 Batch 244/1077 - Train Accuracy: 0.254, Validation Accuracy: 0.260, Loss: 3.146 Epoch 0 Batch 245/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.261, Loss: 3.280 Epoch 0 Batch 246/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.262, Loss: 3.272 Epoch 0 Batch 247/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.262, Loss: 3.106 Epoch 0 Batch 248/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.262, Loss: 3.254 Epoch 0 Batch 249/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.262, Loss: 3.287 Epoch 0 Batch 250/1077 - Train Accuracy: 0.261, Validation Accuracy: 0.262, Loss: 3.181 Epoch 0 Batch 251/1077 - Train Accuracy: 0.221, Validation Accuracy: 0.262, Loss: 3.255 Epoch 0 Batch 252/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.262, Loss: 3.193 Epoch 0 Batch 253/1077 - Train Accuracy: 0.257, Validation Accuracy: 0.262, Loss: 3.142 Epoch 0 Batch 254/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.262, Loss: 3.273 Epoch 0 Batch 255/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.262, Loss: 3.246 Epoch 0 Batch 256/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.262, Loss: 3.221 Epoch 0 Batch 257/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.262, Loss: 3.215 Epoch 0 Batch 258/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.262, Loss: 3.136 Epoch 0 Batch 259/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.262, Loss: 3.305 Epoch 0 Batch 260/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.262, Loss: 3.149 Epoch 0 Batch 261/1077 - Train Accuracy: 0.218, Validation Accuracy: 0.262, Loss: 3.168 Epoch 0 Batch 262/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.262, Loss: 3.270 Epoch 0 Batch 263/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.261, Loss: 3.198 Epoch 0 Batch 264/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.260, Loss: 3.308 Epoch 0 Batch 265/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.260, Loss: 3.242 Epoch 0 Batch 266/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.260, Loss: 3.186 Epoch 0 Batch 267/1077 - Train Accuracy: 0.252, Validation Accuracy: 0.260, Loss: 3.177 Epoch 0 Batch 268/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.259, Loss: 3.196 Epoch 0 Batch 269/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.259, Loss: 3.343 Epoch 0 Batch 270/1077 - Train Accuracy: 0.180, Validation Accuracy: 0.258, Loss: 3.371 Epoch 0 Batch 271/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.258, Loss: 3.253 Epoch 0 Batch 272/1077 - Train Accuracy: 0.218, Validation Accuracy: 0.258, Loss: 3.125 Epoch 0 Batch 273/1077 - Train Accuracy: 0.219, Validation Accuracy: 0.257, Loss: 3.166 Epoch 0 Batch 274/1077 - Train Accuracy: 0.221, Validation Accuracy: 0.257, Loss: 3.257 Epoch 0 Batch 275/1077 - Train Accuracy: 0.219, Validation Accuracy: 0.257, Loss: 3.119 Epoch 0 Batch 276/1077 - Train Accuracy: 0.175, Validation Accuracy: 0.258, Loss: 3.185 Epoch 0 Batch 277/1077 - Train Accuracy: 0.217, Validation Accuracy: 0.259, Loss: 3.094 Epoch 0 Batch 278/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.259, Loss: 3.302 Epoch 0 Batch 279/1077 - Train Accuracy: 0.181, Validation Accuracy: 0.260, Loss: 3.328 Epoch 0 Batch 280/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.260, Loss: 3.227 Epoch 0 Batch 281/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.260, Loss: 3.292 Epoch 0 Batch 282/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.260, Loss: 3.262 Epoch 0 Batch 283/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.260, Loss: 3.170 Epoch 0 Batch 284/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.260, Loss: 3.234 Epoch 0 Batch 285/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.261, Loss: 3.079 Epoch 0 Batch 286/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.261, Loss: 3.154 Epoch 0 Batch 287/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.262, Loss: 3.179 Epoch 0 Batch 288/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.262, Loss: 3.362 Epoch 0 Batch 289/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.262, Loss: 3.169 Epoch 0 Batch 290/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.261, Loss: 3.209 Epoch 0 Batch 291/1077 - Train Accuracy: 0.218, Validation Accuracy: 0.261, Loss: 3.074 Epoch 0 Batch 292/1077 - Train Accuracy: 0.221, Validation Accuracy: 0.261, Loss: 3.111 Epoch 0 Batch 293/1077 - Train Accuracy: 0.178, Validation Accuracy: 0.261, Loss: 3.266 Epoch 0 Batch 294/1077 - Train Accuracy: 0.261, Validation Accuracy: 0.261, Loss: 2.980 Epoch 0 Batch 295/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.261, Loss: 3.254 Epoch 0 Batch 296/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.261, Loss: 3.111 Epoch 0 Batch 297/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.262, Loss: 3.247 Epoch 0 Batch 298/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.262, Loss: 3.186 Epoch 0 Batch 299/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.262, Loss: 3.130 Epoch 0 Batch 300/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.262, Loss: 3.275 Epoch 0 Batch 301/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.262, Loss: 3.178 Epoch 0 Batch 302/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.262, Loss: 3.130 Epoch 0 Batch 303/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.262, Loss: 3.203 Epoch 0 Batch 304/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.262, Loss: 3.033 Epoch 0 Batch 305/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.262, Loss: 3.195 Epoch 0 Batch 306/1077 - Train Accuracy: 0.222, Validation Accuracy: 0.262, Loss: 3.063 Epoch 0 Batch 307/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.262, Loss: 3.145 Epoch 0 Batch 308/1077 - Train Accuracy: 0.179, Validation Accuracy: 0.262, Loss: 3.282 Epoch 0 Batch 309/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.262, Loss: 3.013 Epoch 0 Batch 310/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.262, Loss: 3.160 Epoch 0 Batch 311/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.262, Loss: 2.991 Epoch 0 Batch 312/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.262, Loss: 3.230 Epoch 0 Batch 313/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.263, Loss: 3.141 Epoch 0 Batch 314/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.263, Loss: 3.142 Epoch 0 Batch 315/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.263, Loss: 3.136 Epoch 0 Batch 316/1077 - Train Accuracy: 0.221, Validation Accuracy: 0.263, Loss: 3.060 Epoch 0 Batch 317/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.263, Loss: 3.284 Epoch 0 Batch 318/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.263, Loss: 3.199 Epoch 0 Batch 319/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.263, Loss: 3.173 Epoch 0 Batch 320/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.267, Loss: 3.156 Epoch 0 Batch 321/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.266, Loss: 3.138 Epoch 0 Batch 322/1077 - Train Accuracy: 0.216, Validation Accuracy: 0.266, Loss: 3.099 Epoch 0 Batch 323/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.266, Loss: 3.053 Epoch 0 Batch 324/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.266, Loss: 3.147 Epoch 0 Batch 325/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.265, Loss: 3.045 Epoch 0 Batch 326/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.263, Loss: 2.972 Epoch 0 Batch 327/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.263, Loss: 3.163 Epoch 0 Batch 328/1077 - Train Accuracy: 0.222, Validation Accuracy: 0.263, Loss: 3.051 Epoch 0 Batch 329/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.263, Loss: 3.161 Epoch 0 Batch 330/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.266, Loss: 3.077 Epoch 0 Batch 331/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.266, Loss: 3.134 Epoch 0 Batch 332/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.266, Loss: 3.007 Epoch 0 Batch 333/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.266, Loss: 3.192 Epoch 0 Batch 334/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.265, Loss: 3.114 Epoch 0 Batch 335/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.263, Loss: 2.877 Epoch 0 Batch 336/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.263, Loss: 3.121 Epoch 0 Batch 337/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.263, Loss: 3.158 Epoch 0 Batch 338/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.263, Loss: 3.084 Epoch 0 Batch 339/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.263, Loss: 3.002 Epoch 0 Batch 340/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.262, Loss: 3.150 Epoch 0 Batch 341/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.262, Loss: 3.134 Epoch 0 Batch 342/1077 - Train Accuracy: 0.218, Validation Accuracy: 0.262, Loss: 3.032 Epoch 0 Batch 343/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.262, Loss: 3.155 Epoch 0 Batch 344/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.262, Loss: 3.079 Epoch 0 Batch 345/1077 - Train Accuracy: 0.223, Validation Accuracy: 0.262, Loss: 3.015 Epoch 0 Batch 346/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.262, Loss: 3.139 Epoch 0 Batch 347/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.262, Loss: 3.040 Epoch 0 Batch 348/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.262, Loss: 3.038 Epoch 0 Batch 349/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.262, Loss: 3.116 Epoch 0 Batch 350/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.262, Loss: 3.209 Epoch 0 Batch 351/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.262, Loss: 3.293 Epoch 0 Batch 352/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.262, Loss: 3.216 Epoch 0 Batch 353/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.262, Loss: 3.203 Epoch 0 Batch 354/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.266, Loss: 3.115 Epoch 0 Batch 355/1077 - Train Accuracy: 0.212, Validation Accuracy: 0.251, Loss: 3.052 Epoch 0 Batch 356/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.243, Loss: 3.070 Epoch 0 Batch 357/1077 - Train Accuracy: 0.210, Validation Accuracy: 0.239, Loss: 2.936 Epoch 0 Batch 358/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.238, Loss: 3.134 Epoch 0 Batch 359/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.239, Loss: 3.077 Epoch 0 Batch 360/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.239, Loss: 3.083 Epoch 0 Batch 361/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.239, Loss: 3.137 Epoch 0 Batch 362/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.239, Loss: 3.020 Epoch 0 Batch 363/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 3.089 Epoch 0 Batch 364/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.239, Loss: 3.074 Epoch 0 Batch 365/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.239, Loss: 3.119 Epoch 0 Batch 366/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.239, Loss: 3.065 Epoch 0 Batch 367/1077 - Train Accuracy: 0.211, Validation Accuracy: 0.239, Loss: 2.958 Epoch 0 Batch 368/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 3.064 Epoch 0 Batch 369/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.239, Loss: 3.001 Epoch 0 Batch 370/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.239, Loss: 2.977 Epoch 0 Batch 371/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.239, Loss: 3.014 Epoch 0 Batch 372/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 3.043 Epoch 0 Batch 373/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 2.890 Epoch 0 Batch 374/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.242, Loss: 3.134 Epoch 0 Batch 375/1077 - Train Accuracy: 0.241, Validation Accuracy: 0.243, Loss: 2.912 Epoch 0 Batch 376/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.245, Loss: 2.928 Epoch 0 Batch 377/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.246, Loss: 3.053 Epoch 0 Batch 378/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.249, Loss: 3.045 Epoch 0 Batch 379/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.250, Loss: 3.034 Epoch 0 Batch 380/1077 - Train Accuracy: 0.179, Validation Accuracy: 0.251, Loss: 3.003 Epoch 0 Batch 381/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.250, Loss: 3.005 Epoch 0 Batch 382/1077 - Train Accuracy: 0.209, Validation Accuracy: 0.251, Loss: 3.036 Epoch 0 Batch 383/1077 - Train Accuracy: 0.217, Validation Accuracy: 0.250, Loss: 2.910 Epoch 0 Batch 384/1077 - Train Accuracy: 0.176, Validation Accuracy: 0.250, Loss: 3.015 Epoch 0 Batch 385/1077 - Train Accuracy: 0.177, Validation Accuracy: 0.251, Loss: 2.988 Epoch 0 Batch 386/1077 - Train Accuracy: 0.211, Validation Accuracy: 0.250, Loss: 2.940 Epoch 0 Batch 387/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.250, Loss: 3.007 Epoch 0 Batch 388/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.252, Loss: 2.931 Epoch 0 Batch 389/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.258, Loss: 3.005 Epoch 0 Batch 390/1077 - Train Accuracy: 0.180, Validation Accuracy: 0.261, Loss: 3.099 Epoch 0 Batch 391/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.262, Loss: 2.927 Epoch 0 Batch 392/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.262, Loss: 2.915 Epoch 0 Batch 393/1077 - Train Accuracy: 0.220, Validation Accuracy: 0.258, Loss: 2.925 Epoch 0 Batch 394/1077 - Train Accuracy: 0.176, Validation Accuracy: 0.257, Loss: 3.092 Epoch 0 Batch 395/1077 - Train Accuracy: 0.221, Validation Accuracy: 0.257, Loss: 2.905 Epoch 0 Batch 396/1077 - Train Accuracy: 0.179, Validation Accuracy: 0.252, Loss: 2.957 Epoch 0 Batch 397/1077 - Train Accuracy: 0.211, Validation Accuracy: 0.250, Loss: 2.912 Epoch 0 Batch 398/1077 - Train Accuracy: 0.131, Validation Accuracy: 0.250, Loss: 3.054 Epoch 0 Batch 399/1077 - Train Accuracy: 0.128, Validation Accuracy: 0.250, Loss: 3.155 Epoch 0 Batch 400/1077 - Train Accuracy: 0.173, Validation Accuracy: 0.250, Loss: 3.046 Epoch 0 Batch 401/1077 - Train Accuracy: 0.174, Validation Accuracy: 0.250, Loss: 3.037 Epoch 0 Batch 402/1077 - Train Accuracy: 0.176, Validation Accuracy: 0.245, Loss: 2.996 Epoch 0 Batch 403/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.243, Loss: 2.958 Epoch 0 Batch 404/1077 - Train Accuracy: 0.211, Validation Accuracy: 0.243, Loss: 2.900 Epoch 0 Batch 405/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.239, Loss: 3.056 Epoch 0 Batch 406/1077 - Train Accuracy: 0.130, Validation Accuracy: 0.239, Loss: 3.033 Epoch 0 Batch 407/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 3.023 Epoch 0 Batch 408/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 2.975 Epoch 0 Batch 409/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 3.018 Epoch 0 Batch 410/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.238, Loss: 3.043 Epoch 0 Batch 411/1077 - Train Accuracy: 0.208, Validation Accuracy: 0.238, Loss: 2.893 Epoch 0 Batch 412/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 2.974 Epoch 0 Batch 413/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 2.951 Epoch 0 Batch 414/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 3.043 Epoch 0 Batch 415/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 2.930 Epoch 0 Batch 416/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.237, Loss: 2.928 Epoch 0 Batch 417/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 2.977 Epoch 0 Batch 418/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.238, Loss: 3.012 Epoch 0 Batch 419/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 3.068 Epoch 0 Batch 420/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 3.006 Epoch 0 Batch 421/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.237, Loss: 2.950 Epoch 0 Batch 422/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 2.888 Epoch 0 Batch 423/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 2.975 Epoch 0 Batch 424/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 3.032 Epoch 0 Batch 425/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.238, Loss: 2.923 Epoch 0 Batch 426/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 3.016 Epoch 0 Batch 427/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.238, Loss: 3.002 Epoch 0 Batch 428/1077 - Train Accuracy: 0.210, Validation Accuracy: 0.238, Loss: 2.863 Epoch 0 Batch 429/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 2.976 Epoch 0 Batch 430/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 2.894 Epoch 0 Batch 431/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 3.025 Epoch 0 Batch 432/1077 - Train Accuracy: 0.176, Validation Accuracy: 0.241, Loss: 2.932 Epoch 0 Batch 433/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.243, Loss: 3.022 Epoch 0 Batch 434/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.242, Loss: 3.012 Epoch 0 Batch 435/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.241, Loss: 3.073 Epoch 0 Batch 436/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.241, Loss: 2.825 Epoch 0 Batch 437/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.242, Loss: 3.025 Epoch 0 Batch 438/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.241, Loss: 2.923 Epoch 0 Batch 439/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.244, Loss: 3.034 Epoch 0 Batch 440/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.246, Loss: 2.885 Epoch 0 Batch 441/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.245, Loss: 2.870 Epoch 0 Batch 442/1077 - Train Accuracy: 0.208, Validation Accuracy: 0.245, Loss: 2.810 Epoch 0 Batch 443/1077 - Train Accuracy: 0.214, Validation Accuracy: 0.247, Loss: 2.795 Epoch 0 Batch 444/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.249, Loss: 2.983 Epoch 0 Batch 445/1077 - Train Accuracy: 0.135, Validation Accuracy: 0.249, Loss: 3.058 Epoch 0 Batch 446/1077 - Train Accuracy: 0.213, Validation Accuracy: 0.248, Loss: 2.806 Epoch 0 Batch 447/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.248, Loss: 2.963 Epoch 0 Batch 448/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.248, Loss: 2.885 Epoch 0 Batch 449/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.249, Loss: 3.011 Epoch 0 Batch 450/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.250, Loss: 2.878 Epoch 0 Batch 451/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.246, Loss: 2.844 Epoch 0 Batch 452/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.242, Loss: 2.931 Epoch 0 Batch 453/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.242, Loss: 2.846 Epoch 0 Batch 454/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.244, Loss: 2.905 Epoch 0 Batch 455/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.244, Loss: 2.779 Epoch 0 Batch 456/1077 - Train Accuracy: 0.172, Validation Accuracy: 0.244, Loss: 2.893 Epoch 0 Batch 457/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.241, Loss: 2.825 Epoch 0 Batch 458/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.242, Loss: 2.854 Epoch 0 Batch 459/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.242, Loss: 2.802 Epoch 0 Batch 460/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.242, Loss: 2.912 Epoch 0 Batch 461/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.242, Loss: 2.902 Epoch 0 Batch 462/1077 - Train Accuracy: 0.172, Validation Accuracy: 0.246, Loss: 2.853 Epoch 0 Batch 463/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.249, Loss: 2.901 Epoch 0 Batch 464/1077 - Train Accuracy: 0.179, Validation Accuracy: 0.249, Loss: 2.827 Epoch 0 Batch 465/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.244, Loss: 3.031 Epoch 0 Batch 466/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.242, Loss: 2.877 Epoch 0 Batch 467/1077 - Train Accuracy: 0.211, Validation Accuracy: 0.241, Loss: 2.747 Epoch 0 Batch 468/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.241, Loss: 2.861 Epoch 0 Batch 469/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.241, Loss: 2.915 Epoch 0 Batch 470/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.241, Loss: 2.956 Epoch 0 Batch 471/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.241, Loss: 2.852 Epoch 0 Batch 472/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.241, Loss: 2.885 Epoch 0 Batch 473/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.242, Loss: 2.873 Epoch 0 Batch 474/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.241, Loss: 2.928 Epoch 0 Batch 475/1077 - Train Accuracy: 0.174, Validation Accuracy: 0.238, Loss: 2.770 Epoch 0 Batch 476/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.238, Loss: 2.975 Epoch 0 Batch 477/1077 - Train Accuracy: 0.211, Validation Accuracy: 0.238, Loss: 2.734 Epoch 0 Batch 478/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.241, Loss: 2.883 Epoch 0 Batch 479/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.241, Loss: 2.944 Epoch 0 Batch 480/1077 - Train Accuracy: 0.131, Validation Accuracy: 0.241, Loss: 2.901 Epoch 0 Batch 481/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.241, Loss: 2.826 Epoch 0 Batch 482/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.241, Loss: 2.886 Epoch 0 Batch 483/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.241, Loss: 2.891 Epoch 0 Batch 484/1077 - Train Accuracy: 0.173, Validation Accuracy: 0.241, Loss: 2.823 Epoch 0 Batch 485/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.241, Loss: 2.820 Epoch 0 Batch 486/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 2.926 Epoch 0 Batch 487/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 2.960 Epoch 0 Batch 488/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 2.903 Epoch 0 Batch 489/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 2.729 Epoch 0 Batch 490/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 2.921 Epoch 0 Batch 491/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 2.814 Epoch 0 Batch 492/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 2.897 Epoch 0 Batch 493/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.241, Loss: 2.746 Epoch 0 Batch 494/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.240, Loss: 2.808 Epoch 0 Batch 495/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.244, Loss: 2.825 Epoch 0 Batch 496/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.246, Loss: 2.925 Epoch 0 Batch 497/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.245, Loss: 2.926 Epoch 0 Batch 498/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.245, Loss: 2.824 Epoch 0 Batch 499/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.245, Loss: 2.789 Epoch 0 Batch 500/1077 - Train Accuracy: 0.173, Validation Accuracy: 0.245, Loss: 2.811 Epoch 0 Batch 501/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.243, Loss: 2.811 Epoch 0 Batch 502/1077 - Train Accuracy: 0.175, Validation Accuracy: 0.247, Loss: 2.794 Epoch 0 Batch 503/1077 - Train Accuracy: 0.177, Validation Accuracy: 0.254, Loss: 2.792 Epoch 0 Batch 504/1077 - Train Accuracy: 0.179, Validation Accuracy: 0.255, Loss: 2.811 Epoch 0 Batch 505/1077 - Train Accuracy: 0.219, Validation Accuracy: 0.255, Loss: 2.749 Epoch 0 Batch 506/1077 - Train Accuracy: 0.176, Validation Accuracy: 0.255, Loss: 2.820 Epoch 0 Batch 507/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.254, Loss: 2.836 Epoch 0 Batch 508/1077 - Train Accuracy: 0.214, Validation Accuracy: 0.252, Loss: 2.764 Epoch 0 Batch 509/1077 - Train Accuracy: 0.174, Validation Accuracy: 0.252, Loss: 2.795 Epoch 0 Batch 510/1077 - Train Accuracy: 0.174, Validation Accuracy: 0.253, Loss: 2.771 Epoch 0 Batch 511/1077 - Train Accuracy: 0.137, Validation Accuracy: 0.254, Loss: 2.874 Epoch 0 Batch 512/1077 - Train Accuracy: 0.180, Validation Accuracy: 0.254, Loss: 2.836 Epoch 0 Batch 513/1077 - Train Accuracy: 0.172, Validation Accuracy: 0.254, Loss: 2.871 Epoch 0 Batch 514/1077 - Train Accuracy: 0.173, Validation Accuracy: 0.249, Loss: 2.805 Epoch 0 Batch 515/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.249, Loss: 2.857 Epoch 0 Batch 516/1077 - Train Accuracy: 0.214, Validation Accuracy: 0.250, Loss: 2.674 Epoch 0 Batch 517/1077 - Train Accuracy: 0.209, Validation Accuracy: 0.250, Loss: 2.758 Epoch 0 Batch 518/1077 - Train Accuracy: 0.177, Validation Accuracy: 0.248, Loss: 2.709 Epoch 0 Batch 519/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.248, Loss: 2.809 Epoch 0 Batch 520/1077 - Train Accuracy: 0.214, Validation Accuracy: 0.249, Loss: 2.717 Epoch 0 Batch 521/1077 - Train Accuracy: 0.212, Validation Accuracy: 0.253, Loss: 2.727 Epoch 0 Batch 522/1077 - Train Accuracy: 0.174, Validation Accuracy: 0.255, Loss: 2.761 Epoch 0 Batch 523/1077 - Train Accuracy: 0.173, Validation Accuracy: 0.254, Loss: 2.823 Epoch 0 Batch 524/1077 - Train Accuracy: 0.175, Validation Accuracy: 0.255, Loss: 2.857 Epoch 0 Batch 525/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.254, Loss: 2.835 Epoch 0 Batch 526/1077 - Train Accuracy: 0.173, Validation Accuracy: 0.249, Loss: 2.880 Epoch 0 Batch 527/1077 - Train Accuracy: 0.129, Validation Accuracy: 0.247, Loss: 2.866 Epoch 0 Batch 528/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.248, Loss: 2.801 Epoch 0 Batch 529/1077 - Train Accuracy: 0.181, Validation Accuracy: 0.248, Loss: 2.766 Epoch 0 Batch 530/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.251, Loss: 2.769 Epoch 0 Batch 531/1077 - Train Accuracy: 0.180, Validation Accuracy: 0.252, Loss: 2.742 Epoch 0 Batch 532/1077 - Train Accuracy: 0.172, Validation Accuracy: 0.253, Loss: 2.787 Epoch 0 Batch 533/1077 - Train Accuracy: 0.178, Validation Accuracy: 0.254, Loss: 2.760 Epoch 0 Batch 534/1077 - Train Accuracy: 0.215, Validation Accuracy: 0.253, Loss: 2.755 Epoch 0 Batch 535/1077 - Train Accuracy: 0.176, Validation Accuracy: 0.250, Loss: 2.747 Epoch 0 Batch 536/1077 - Train Accuracy: 0.172, Validation Accuracy: 0.250, Loss: 2.735 Epoch 0 Batch 537/1077 - Train Accuracy: 0.176, Validation Accuracy: 0.252, Loss: 2.843 Epoch 0 Batch 538/1077 - Train Accuracy: 0.217, Validation Accuracy: 0.253, Loss: 2.672 Epoch 0 Batch 539/1077 - Train Accuracy: 0.179, Validation Accuracy: 0.254, Loss: 2.838 Epoch 0 Batch 540/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.254, Loss: 2.694 Epoch 0 Batch 541/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.251, Loss: 2.746 Epoch 0 Batch 542/1077 - Train Accuracy: 0.179, Validation Accuracy: 0.250, Loss: 2.669 Epoch 0 Batch 543/1077 - Train Accuracy: 0.179, Validation Accuracy: 0.250, Loss: 2.707 Epoch 0 Batch 544/1077 - Train Accuracy: 0.172, Validation Accuracy: 0.251, Loss: 2.815 Epoch 0 Batch 545/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.252, Loss: 2.849 Epoch 0 Batch 546/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.253, Loss: 2.823 Epoch 0 Batch 547/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.253, Loss: 2.741 Epoch 0 Batch 548/1077 - Train Accuracy: 0.177, Validation Accuracy: 0.252, Loss: 2.763 Epoch 0 Batch 549/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.250, Loss: 2.771 Epoch 0 Batch 550/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.244, Loss: 2.797 Epoch 0 Batch 551/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.244, Loss: 2.811 Epoch 0 Batch 552/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.247, Loss: 2.730 Epoch 0 Batch 553/1077 - Train Accuracy: 0.177, Validation Accuracy: 0.251, Loss: 2.702 Epoch 0 Batch 554/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.254, Loss: 2.789 Epoch 0 Batch 555/1077 - Train Accuracy: 0.174, Validation Accuracy: 0.257, Loss: 2.648 Epoch 0 Batch 556/1077 - Train Accuracy: 0.178, Validation Accuracy: 0.257, Loss: 2.762 Epoch 0 Batch 557/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.256, Loss: 2.725 Epoch 0 Batch 558/1077 - Train Accuracy: 0.175, Validation Accuracy: 0.254, Loss: 2.739 Epoch 0 Batch 559/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.249, Loss: 2.717 Epoch 0 Batch 560/1077 - Train Accuracy: 0.174, Validation Accuracy: 0.248, Loss: 2.687 Epoch 0 Batch 561/1077 - Train Accuracy: 0.211, Validation Accuracy: 0.249, Loss: 2.639 Epoch 0 Batch 562/1077 - Train Accuracy: 0.215, Validation Accuracy: 0.254, Loss: 2.633 Epoch 0 Batch 563/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.255, Loss: 2.809 Epoch 0 Batch 564/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.257, Loss: 2.833 Epoch 0 Batch 565/1077 - Train Accuracy: 0.216, Validation Accuracy: 0.257, Loss: 2.724 Epoch 0 Batch 566/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.257, Loss: 2.725 Epoch 0 Batch 567/1077 - Train Accuracy: 0.178, Validation Accuracy: 0.254, Loss: 2.716 Epoch 0 Batch 568/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.254, Loss: 2.603 Epoch 0 Batch 569/1077 - Train Accuracy: 0.180, Validation Accuracy: 0.251, Loss: 2.686 Epoch 0 Batch 570/1077 - Train Accuracy: 0.138, Validation Accuracy: 0.249, Loss: 2.746 Epoch 0 Batch 571/1077 - Train Accuracy: 0.213, Validation Accuracy: 0.252, Loss: 2.621 Epoch 0 Batch 572/1077 - Train Accuracy: 0.214, Validation Accuracy: 0.252, Loss: 2.630 Epoch 0 Batch 573/1077 - Train Accuracy: 0.180, Validation Accuracy: 0.251, Loss: 2.695 Epoch 0 Batch 574/1077 - Train Accuracy: 0.135, Validation Accuracy: 0.252, Loss: 2.763 Epoch 0 Batch 575/1077 - Train Accuracy: 0.215, Validation Accuracy: 0.252, Loss: 2.662 Epoch 0 Batch 576/1077 - Train Accuracy: 0.130, Validation Accuracy: 0.250, Loss: 2.825 Epoch 0 Batch 577/1077 - Train Accuracy: 0.128, Validation Accuracy: 0.249, Loss: 2.771 Epoch 0 Batch 578/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.249, Loss: 2.794 Epoch 0 Batch 579/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.249, Loss: 2.718 Epoch 0 Batch 580/1077 - Train Accuracy: 0.217, Validation Accuracy: 0.249, Loss: 2.610 Epoch 0 Batch 581/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.249, Loss: 2.765 Epoch 0 Batch 582/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.249, Loss: 2.672 Epoch 0 Batch 583/1077 - Train Accuracy: 0.131, Validation Accuracy: 0.250, Loss: 2.800 Epoch 0 Batch 584/1077 - Train Accuracy: 0.213, Validation Accuracy: 0.250, Loss: 2.706 Epoch 0 Batch 585/1077 - Train Accuracy: 0.217, Validation Accuracy: 0.252, Loss: 2.600 Epoch 0 Batch 586/1077 - Train Accuracy: 0.135, Validation Accuracy: 0.252, Loss: 2.800 Epoch 0 Batch 587/1077 - Train Accuracy: 0.209, Validation Accuracy: 0.253, Loss: 2.679 Epoch 0 Batch 588/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.254, Loss: 2.684 Epoch 0 Batch 589/1077 - Train Accuracy: 0.138, Validation Accuracy: 0.255, Loss: 2.792 Epoch 0 Batch 590/1077 - Train Accuracy: 0.135, Validation Accuracy: 0.255, Loss: 2.804 Epoch 0 Batch 591/1077 - Train Accuracy: 0.254, Validation Accuracy: 0.256, Loss: 2.600 Epoch 0 Batch 592/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.256, Loss: 2.671 Epoch 0 Batch 593/1077 - Train Accuracy: 0.219, Validation Accuracy: 0.256, Loss: 2.640 Epoch 0 Batch 594/1077 - Train Accuracy: 0.179, Validation Accuracy: 0.256, Loss: 2.742 Epoch 0 Batch 595/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.256, Loss: 2.694 Epoch 0 Batch 596/1077 - Train Accuracy: 0.178, Validation Accuracy: 0.255, Loss: 2.764 Epoch 0 Batch 597/1077 - Train Accuracy: 0.172, Validation Accuracy: 0.255, Loss: 2.764 Epoch 0 Batch 598/1077 - Train Accuracy: 0.220, Validation Accuracy: 0.257, Loss: 2.670 Epoch 0 Batch 599/1077 - Train Accuracy: 0.180, Validation Accuracy: 0.257, Loss: 2.770 Epoch 0 Batch 600/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.260, Loss: 2.574 Epoch 0 Batch 601/1077 - Train Accuracy: 0.214, Validation Accuracy: 0.261, Loss: 2.626 Epoch 0 Batch 602/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.261, Loss: 2.658 Epoch 0 Batch 603/1077 - Train Accuracy: 0.215, Validation Accuracy: 0.262, Loss: 2.667 Epoch 0 Batch 604/1077 - Train Accuracy: 0.178, Validation Accuracy: 0.262, Loss: 2.750 Epoch 0 Batch 605/1077 - Train Accuracy: 0.137, Validation Accuracy: 0.259, Loss: 2.739 Epoch 0 Batch 606/1077 - Train Accuracy: 0.218, Validation Accuracy: 0.259, Loss: 2.535 Epoch 0 Batch 607/1077 - Train Accuracy: 0.263, Validation Accuracy: 0.259, Loss: 2.519 Epoch 0 Batch 608/1077 - Train Accuracy: 0.177, Validation Accuracy: 0.259, Loss: 2.700 Epoch 0 Batch 609/1077 - Train Accuracy: 0.179, Validation Accuracy: 0.259, Loss: 2.687 Epoch 0 Batch 610/1077 - Train Accuracy: 0.136, Validation Accuracy: 0.256, Loss: 2.699 Epoch 0 Batch 611/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.255, Loss: 2.770 Epoch 0 Batch 612/1077 - Train Accuracy: 0.220, Validation Accuracy: 0.255, Loss: 2.649 Epoch 0 Batch 613/1077 - Train Accuracy: 0.179, Validation Accuracy: 0.259, Loss: 2.655 Epoch 0 Batch 614/1077 - Train Accuracy: 0.220, Validation Accuracy: 0.259, Loss: 2.612 Epoch 0 Batch 615/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.259, Loss: 2.615 Epoch 0 Batch 616/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.258, Loss: 2.796 Epoch 0 Batch 617/1077 - Train Accuracy: 0.212, Validation Accuracy: 0.258, Loss: 2.647 Epoch 0 Batch 618/1077 - Train Accuracy: 0.176, Validation Accuracy: 0.256, Loss: 2.655 Epoch 0 Batch 619/1077 - Train Accuracy: 0.130, Validation Accuracy: 0.256, Loss: 2.862 Epoch 0 Batch 620/1077 - Train Accuracy: 0.177, Validation Accuracy: 0.255, Loss: 2.670 Epoch 0 Batch 621/1077 - Train Accuracy: 0.179, Validation Accuracy: 0.255, Loss: 2.703 Epoch 0 Batch 622/1077 - Train Accuracy: 0.136, Validation Accuracy: 0.255, Loss: 2.652 Epoch 0 Batch 623/1077 - Train Accuracy: 0.177, Validation Accuracy: 0.256, Loss: 2.696 Epoch 0 Batch 624/1077 - Train Accuracy: 0.219, Validation Accuracy: 0.255, Loss: 2.532 Epoch 0 Batch 625/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.255, Loss: 2.623 Epoch 0 Batch 626/1077 - Train Accuracy: 0.245, Validation Accuracy: 0.255, Loss: 2.540 Epoch 0 Batch 627/1077 - Train Accuracy: 0.177, Validation Accuracy: 0.254, Loss: 2.629 Epoch 0 Batch 628/1077 - Train Accuracy: 0.173, Validation Accuracy: 0.253, Loss: 2.679 Epoch 0 Batch 629/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.253, Loss: 2.680 Epoch 0 Batch 630/1077 - Train Accuracy: 0.179, Validation Accuracy: 0.254, Loss: 2.670 Epoch 0 Batch 631/1077 - Train Accuracy: 0.220, Validation Accuracy: 0.255, Loss: 2.576 Epoch 0 Batch 632/1077 - Train Accuracy: 0.178, Validation Accuracy: 0.255, Loss: 2.637 Epoch 0 Batch 633/1077 - Train Accuracy: 0.178, Validation Accuracy: 0.254, Loss: 2.621 Epoch 0 Batch 634/1077 - Train Accuracy: 0.212, Validation Accuracy: 0.252, Loss: 2.606 Epoch 0 Batch 635/1077 - Train Accuracy: 0.130, Validation Accuracy: 0.250, Loss: 2.672 Epoch 0 Batch 636/1077 - Train Accuracy: 0.177, Validation Accuracy: 0.249, Loss: 2.602 Epoch 0 Batch 637/1077 - Train Accuracy: 0.178, Validation Accuracy: 0.253, Loss: 2.613 Epoch 0 Batch 638/1077 - Train Accuracy: 0.215, Validation Accuracy: 0.253, Loss: 2.619 Epoch 0 Batch 639/1077 - Train Accuracy: 0.180, Validation Accuracy: 0.256, Loss: 2.642 Epoch 0 Batch 640/1077 - Train Accuracy: 0.215, Validation Accuracy: 0.258, Loss: 2.620 Epoch 0 Batch 641/1077 - Train Accuracy: 0.177, Validation Accuracy: 0.256, Loss: 2.647 Epoch 0 Batch 642/1077 - Train Accuracy: 0.214, Validation Accuracy: 0.254, Loss: 2.603 Epoch 0 Batch 643/1077 - Train Accuracy: 0.209, Validation Accuracy: 0.251, Loss: 2.586 Epoch 0 Batch 644/1077 - Train Accuracy: 0.172, Validation Accuracy: 0.251, Loss: 2.587 Epoch 0 Batch 645/1077 - Train Accuracy: 0.217, Validation Accuracy: 0.251, Loss: 2.589 Epoch 0 Batch 646/1077 - Train Accuracy: 0.215, Validation Accuracy: 0.252, Loss: 2.556 Epoch 0 Batch 647/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.251, Loss: 2.706 Epoch 0 Batch 648/1077 - Train Accuracy: 0.216, Validation Accuracy: 0.252, Loss: 2.610 Epoch 0 Batch 649/1077 - Train Accuracy: 0.179, Validation Accuracy: 0.252, Loss: 2.636 Epoch 0 Batch 650/1077 - Train Accuracy: 0.181, Validation Accuracy: 0.250, Loss: 2.649 Epoch 0 Batch 651/1077 - Train Accuracy: 0.214, Validation Accuracy: 0.252, Loss: 2.580 Epoch 0 Batch 652/1077 - Train Accuracy: 0.134, Validation Accuracy: 0.252, Loss: 2.790 Epoch 0 Batch 653/1077 - Train Accuracy: 0.179, Validation Accuracy: 0.252, Loss: 2.631 Epoch 0 Batch 654/1077 - Train Accuracy: 0.180, Validation Accuracy: 0.253, Loss: 2.551 Epoch 0 Batch 655/1077 - Train Accuracy: 0.180, Validation Accuracy: 0.253, Loss: 2.579 Epoch 0 Batch 656/1077 - Train Accuracy: 0.172, Validation Accuracy: 0.249, Loss: 2.624 Epoch 0 Batch 657/1077 - Train Accuracy: 0.132, Validation Accuracy: 0.248, Loss: 2.678 Epoch 0 Batch 658/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.247, Loss: 2.567 Epoch 0 Batch 659/1077 - Train Accuracy: 0.207, Validation Accuracy: 0.248, Loss: 2.539 Epoch 0 Batch 660/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.248, Loss: 2.619 Epoch 0 Batch 661/1077 - Train Accuracy: 0.211, Validation Accuracy: 0.244, Loss: 2.469 Epoch 0 Batch 662/1077 - Train Accuracy: 0.207, Validation Accuracy: 0.244, Loss: 2.608 Epoch 0 Batch 663/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.247, Loss: 2.575 Epoch 0 Batch 664/1077 - Train Accuracy: 0.173, Validation Accuracy: 0.247, Loss: 2.585 Epoch 0 Batch 665/1077 - Train Accuracy: 0.174, Validation Accuracy: 0.247, Loss: 2.570 Epoch 0 Batch 666/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.247, Loss: 2.710 Epoch 0 Batch 667/1077 - Train Accuracy: 0.132, Validation Accuracy: 0.248, Loss: 2.702 Epoch 0 Batch 668/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.248, Loss: 2.568 Epoch 0 Batch 669/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.246, Loss: 2.567 Epoch 0 Batch 670/1077 - Train Accuracy: 0.246, Validation Accuracy: 0.243, Loss: 2.415 Epoch 0 Batch 671/1077 - Train Accuracy: 0.131, Validation Accuracy: 0.243, Loss: 2.689 Epoch 0 Batch 672/1077 - Train Accuracy: 0.208, Validation Accuracy: 0.246, Loss: 2.555 Epoch 0 Batch 673/1077 - Train Accuracy: 0.216, Validation Accuracy: 0.252, Loss: 2.522 Epoch 0 Batch 674/1077 - Train Accuracy: 0.175, Validation Accuracy: 0.252, Loss: 2.579 Epoch 0 Batch 675/1077 - Train Accuracy: 0.212, Validation Accuracy: 0.254, Loss: 2.497 Epoch 0 Batch 676/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.255, Loss: 2.707 Epoch 0 Batch 677/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.252, Loss: 2.652 Epoch 0 Batch 678/1077 - Train Accuracy: 0.213, Validation Accuracy: 0.249, Loss: 2.463 Epoch 0 Batch 679/1077 - Train Accuracy: 0.132, Validation Accuracy: 0.248, Loss: 2.688 Epoch 0 Batch 680/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.246, Loss: 2.547 Epoch 0 Batch 681/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.245, Loss: 2.590 Epoch 0 Batch 682/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.248, Loss: 2.638 Epoch 0 Batch 683/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.249, Loss: 2.569 Epoch 0 Batch 684/1077 - Train Accuracy: 0.176, Validation Accuracy: 0.251, Loss: 2.551 Epoch 0 Batch 685/1077 - Train Accuracy: 0.177, Validation Accuracy: 0.252, Loss: 2.632 Epoch 0 Batch 686/1077 - Train Accuracy: 0.218, Validation Accuracy: 0.251, Loss: 2.460 Epoch 0 Batch 687/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.251, Loss: 2.675 Epoch 0 Batch 688/1077 - Train Accuracy: 0.177, Validation Accuracy: 0.248, Loss: 2.532 Epoch 0 Batch 689/1077 - Train Accuracy: 0.173, Validation Accuracy: 0.247, Loss: 2.650 Epoch 0 Batch 690/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.246, Loss: 2.577 Epoch 0 Batch 691/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.247, Loss: 2.709 Epoch 0 Batch 692/1077 - Train Accuracy: 0.209, Validation Accuracy: 0.246, Loss: 2.527 Epoch 0 Batch 693/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.242, Loss: 2.670 Epoch 0 Batch 694/1077 - Train Accuracy: 0.207, Validation Accuracy: 0.240, Loss: 2.543 Epoch 0 Batch 695/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.239, Loss: 2.578 Epoch 0 Batch 696/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.239, Loss: 2.656 Epoch 0 Batch 697/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.239, Loss: 2.583 Epoch 0 Batch 698/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.239, Loss: 2.550 Epoch 0 Batch 699/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.240, Loss: 2.729 Epoch 0 Batch 700/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.239, Loss: 2.523 Epoch 0 Batch 701/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.239, Loss: 2.614 Epoch 0 Batch 702/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.239, Loss: 2.512 Epoch 0 Batch 703/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 2.619 Epoch 0 Batch 704/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.239, Loss: 2.581 Epoch 0 Batch 705/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.239, Loss: 2.656 Epoch 0 Batch 706/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.240, Loss: 2.502 Epoch 0 Batch 707/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.240, Loss: 2.595 Epoch 0 Batch 708/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 2.527 Epoch 0 Batch 709/1077 - Train Accuracy: 0.172, Validation Accuracy: 0.241, Loss: 2.591 Epoch 0 Batch 710/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.244, Loss: 2.687 Epoch 0 Batch 711/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.247, Loss: 2.607 Epoch 0 Batch 712/1077 - Train Accuracy: 0.175, Validation Accuracy: 0.252, Loss: 2.529 Epoch 0 Batch 713/1077 - Train Accuracy: 0.254, Validation Accuracy: 0.253, Loss: 2.395 Epoch 0 Batch 714/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.259, Loss: 2.536 Epoch 0 Batch 715/1077 - Train Accuracy: 0.180, Validation Accuracy: 0.259, Loss: 2.583 Epoch 0 Batch 716/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.259, Loss: 2.546 Epoch 0 Batch 717/1077 - Train Accuracy: 0.139, Validation Accuracy: 0.253, Loss: 2.647 Epoch 0 Batch 718/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.249, Loss: 2.556 Epoch 0 Batch 719/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.242, Loss: 2.492 Epoch 0 Batch 720/1077 - Train Accuracy: 0.129, Validation Accuracy: 0.242, Loss: 2.704 Epoch 0 Batch 721/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.241, Loss: 2.544 Epoch 0 Batch 722/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.242, Loss: 2.599 Epoch 0 Batch 723/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.241, Loss: 2.472 Epoch 0 Batch 724/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.241, Loss: 2.573 Epoch 0 Batch 725/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.245, Loss: 2.527 Epoch 0 Batch 726/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.243, Loss: 2.510 Epoch 0 Batch 727/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.242, Loss: 2.478 Epoch 0 Batch 728/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.242, Loss: 2.525 Epoch 0 Batch 729/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.242, Loss: 2.549 Epoch 0 Batch 730/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.240, Loss: 2.515 Epoch 0 Batch 731/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.237, Loss: 2.483 Epoch 0 Batch 732/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.236, Loss: 2.697 Epoch 0 Batch 733/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 2.532 Epoch 0 Batch 734/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.240, Loss: 2.634 Epoch 0 Batch 735/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.241, Loss: 2.533 Epoch 0 Batch 736/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.243, Loss: 2.625 Epoch 0 Batch 737/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.245, Loss: 2.573 Epoch 0 Batch 738/1077 - Train Accuracy: 0.298, Validation Accuracy: 0.248, Loss: 2.365 Epoch 0 Batch 739/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.248, Loss: 2.519 Epoch 0 Batch 740/1077 - Train Accuracy: 0.178, Validation Accuracy: 0.248, Loss: 2.549 Epoch 0 Batch 741/1077 - Train Accuracy: 0.175, Validation Accuracy: 0.248, Loss: 2.503 Epoch 0 Batch 742/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.247, Loss: 2.622 Epoch 0 Batch 743/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.246, Loss: 2.527 Epoch 0 Batch 744/1077 - Train Accuracy: 0.208, Validation Accuracy: 0.247, Loss: 2.445 Epoch 0 Batch 745/1077 - Train Accuracy: 0.172, Validation Accuracy: 0.245, Loss: 2.531 Epoch 0 Batch 746/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.245, Loss: 2.522 Epoch 0 Batch 747/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.244, Loss: 2.514 Epoch 0 Batch 748/1077 - Train Accuracy: 0.177, Validation Accuracy: 0.245, Loss: 2.569 Epoch 0 Batch 749/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.246, Loss: 2.568 Epoch 0 Batch 750/1077 - Train Accuracy: 0.173, Validation Accuracy: 0.247, Loss: 2.543 Epoch 0 Batch 751/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.248, Loss: 2.499 Epoch 0 Batch 752/1077 - Train Accuracy: 0.215, Validation Accuracy: 0.247, Loss: 2.413 Epoch 0 Batch 753/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.243, Loss: 2.445 Epoch 0 Batch 754/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.240, Loss: 2.558 Epoch 0 Batch 755/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.240, Loss: 2.495 Epoch 0 Batch 756/1077 - Train Accuracy: 0.173, Validation Accuracy: 0.240, Loss: 2.470 Epoch 0 Batch 757/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.240, Loss: 2.585 Epoch 0 Batch 758/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.241, Loss: 2.467 Epoch 0 Batch 759/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.242, Loss: 2.385 Epoch 0 Batch 760/1077 - Train Accuracy: 0.173, Validation Accuracy: 0.246, Loss: 2.551 Epoch 0 Batch 761/1077 - Train Accuracy: 0.134, Validation Accuracy: 0.251, Loss: 2.614 Epoch 0 Batch 762/1077 - Train Accuracy: 0.179, Validation Accuracy: 0.252, Loss: 2.472 Epoch 0 Batch 763/1077 - Train Accuracy: 0.213, Validation Accuracy: 0.253, Loss: 2.472 Epoch 0 Batch 764/1077 - Train Accuracy: 0.135, Validation Accuracy: 0.253, Loss: 2.558 Epoch 0 Batch 765/1077 - Train Accuracy: 0.177, Validation Accuracy: 0.251, Loss: 2.430 Epoch 0 Batch 766/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.250, Loss: 2.565 Epoch 0 Batch 767/1077 - Train Accuracy: 0.176, Validation Accuracy: 0.248, Loss: 2.501 Epoch 0 Batch 768/1077 - Train Accuracy: 0.172, Validation Accuracy: 0.246, Loss: 2.534 Epoch 0 Batch 769/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.245, Loss: 2.536 Epoch 0 Batch 770/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.244, Loss: 2.456 Epoch 0 Batch 771/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.244, Loss: 2.583 Epoch 0 Batch 772/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.244, Loss: 2.411 Epoch 0 Batch 773/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.244, Loss: 2.478 Epoch 0 Batch 774/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.245, Loss: 2.492 Epoch 0 Batch 775/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.245, Loss: 2.460 Epoch 0 Batch 776/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.245, Loss: 2.566 Epoch 0 Batch 777/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.245, Loss: 2.469 Epoch 0 Batch 778/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.245, Loss: 2.446 Epoch 0 Batch 779/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.245, Loss: 2.493 Epoch 0 Batch 780/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.243, Loss: 2.538 Epoch 0 Batch 781/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.241, Loss: 2.410 Epoch 0 Batch 782/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.240, Loss: 2.448 Epoch 0 Batch 783/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.240, Loss: 2.472 Epoch 0 Batch 784/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.240, Loss: 2.524 Epoch 0 Batch 785/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.240, Loss: 2.387 Epoch 0 Batch 786/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.240, Loss: 2.481 Epoch 0 Batch 787/1077 - Train Accuracy: 0.208, Validation Accuracy: 0.240, Loss: 2.312 Epoch 0 Batch 788/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.240, Loss: 2.461 Epoch 0 Batch 789/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.238, Loss: 2.594 Epoch 0 Batch 790/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 2.551 Epoch 0 Batch 791/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 2.440 Epoch 0 Batch 792/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.240, Loss: 2.507 Epoch 0 Batch 793/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 2.477 Epoch 0 Batch 794/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 2.505 Epoch 0 Batch 795/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 2.485 Epoch 0 Batch 796/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 2.560 Epoch 0 Batch 797/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 2.452 Epoch 0 Batch 798/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 2.553 Epoch 0 Batch 799/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 2.494 Epoch 0 Batch 800/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 2.530 Epoch 0 Batch 801/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 2.550 Epoch 0 Batch 802/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 2.440 Epoch 0 Batch 803/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 2.451 Epoch 0 Batch 804/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 2.539 Epoch 0 Batch 805/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.236, Loss: 2.417 Epoch 0 Batch 806/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.236, Loss: 2.514 Epoch 0 Batch 807/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 2.545 Epoch 0 Batch 808/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 2.503 Epoch 0 Batch 809/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.236, Loss: 2.610 Epoch 0 Batch 810/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 2.341 Epoch 0 Batch 811/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 2.427 Epoch 0 Batch 812/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 2.469 Epoch 0 Batch 813/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 2.450 Epoch 0 Batch 814/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 2.457 Epoch 0 Batch 815/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.237, Loss: 2.441 Epoch 0 Batch 816/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.237, Loss: 2.455 Epoch 0 Batch 817/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 2.457 Epoch 0 Batch 818/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 2.448 Epoch 0 Batch 819/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 2.408 Epoch 0 Batch 820/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 2.557 Epoch 0 Batch 821/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.237, Loss: 2.478 Epoch 0 Batch 822/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 2.385 Epoch 0 Batch 823/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 2.467 Epoch 0 Batch 824/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.236, Loss: 2.378 Epoch 0 Batch 825/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 2.500 Epoch 0 Batch 826/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 2.337 Epoch 0 Batch 827/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.236, Loss: 2.555 Epoch 0 Batch 828/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.236, Loss: 2.492 Epoch 0 Batch 829/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.237, Loss: 2.494 Epoch 0 Batch 830/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 2.411 Epoch 0 Batch 831/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.237, Loss: 2.532 Epoch 0 Batch 832/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 2.430 Epoch 0 Batch 833/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 2.408 Epoch 0 Batch 834/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.237, Loss: 2.286 Epoch 0 Batch 835/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 2.459 Epoch 0 Batch 836/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.236, Loss: 2.591 Epoch 0 Batch 837/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 2.504 Epoch 0 Batch 838/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 2.435 Epoch 0 Batch 839/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 2.426 Epoch 0 Batch 840/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 2.467 Epoch 0 Batch 841/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.236, Loss: 2.482 Epoch 0 Batch 842/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.236, Loss: 2.468 Epoch 0 Batch 843/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.236, Loss: 2.366 Epoch 0 Batch 844/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 2.404 Epoch 0 Batch 845/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 2.443 Epoch 0 Batch 846/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 2.353 Epoch 0 Batch 847/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 2.370 Epoch 0 Batch 848/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 2.460 Epoch 0 Batch 849/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 2.398 Epoch 0 Batch 850/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 2.480 Epoch 0 Batch 851/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 2.361 Epoch 0 Batch 852/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 2.367 Epoch 0 Batch 853/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 2.373 Epoch 0 Batch 854/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 2.390 Epoch 0 Batch 855/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 2.446 Epoch 0 Batch 856/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 2.431 Epoch 0 Batch 857/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 2.406 Epoch 0 Batch 858/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 2.409 Epoch 0 Batch 859/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.232, Loss: 2.418 Epoch 0 Batch 860/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 2.388 Epoch 0 Batch 861/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 2.422 Epoch 0 Batch 862/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 2.482 Epoch 0 Batch 863/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 2.388 Epoch 0 Batch 864/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 2.384 Epoch 0 Batch 865/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.232, Loss: 2.291 Epoch 0 Batch 866/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 2.384 Epoch 0 Batch 867/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 2.511 Epoch 0 Batch 868/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 2.417 Epoch 0 Batch 869/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 2.473 Epoch 0 Batch 870/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 2.513 Epoch 0 Batch 871/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 2.428 Epoch 0 Batch 872/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 2.435 Epoch 0 Batch 873/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 2.388 Epoch 0 Batch 874/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 2.427 Epoch 0 Batch 875/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 2.378 Epoch 0 Batch 876/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 2.487 Epoch 0 Batch 877/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.236, Loss: 2.366 Epoch 0 Batch 878/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 2.344 Epoch 0 Batch 879/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 2.366 Epoch 0 Batch 880/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 2.316 Epoch 0 Batch 881/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 2.456 Epoch 0 Batch 882/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 2.425 Epoch 0 Batch 883/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.236, Loss: 2.531 Epoch 0 Batch 884/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 2.338 Epoch 0 Batch 885/1077 - Train Accuracy: 0.241, Validation Accuracy: 0.238, Loss: 2.242 Epoch 0 Batch 886/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 2.493 Epoch 0 Batch 887/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 2.411 Epoch 0 Batch 888/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 2.397 Epoch 0 Batch 889/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.237, Loss: 2.386 Epoch 0 Batch 890/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.234, Loss: 2.223 Epoch 0 Batch 891/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 2.391 Epoch 0 Batch 892/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 2.425 Epoch 0 Batch 893/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 2.313 Epoch 0 Batch 894/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 2.260 Epoch 0 Batch 895/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 2.375 Epoch 0 Batch 896/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.236, Loss: 2.487 Epoch 0 Batch 897/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.237, Loss: 2.296 Epoch 0 Batch 898/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 2.323 Epoch 0 Batch 899/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 2.352 Epoch 0 Batch 900/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 2.432 Epoch 0 Batch 901/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 2.348 Epoch 0 Batch 902/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.237, Loss: 2.321 Epoch 0 Batch 903/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.237, Loss: 2.346 Epoch 0 Batch 904/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 2.403 Epoch 0 Batch 905/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 2.370 Epoch 0 Batch 906/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 2.343 Epoch 0 Batch 907/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 2.353 Epoch 0 Batch 908/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 2.367 Epoch 0 Batch 909/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 2.329 Epoch 0 Batch 910/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 2.353 Epoch 0 Batch 911/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.236, Loss: 2.253 Epoch 0 Batch 912/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.236, Loss: 2.401 Epoch 0 Batch 913/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 2.363 Epoch 0 Batch 914/1077 - Train Accuracy: 0.303, Validation Accuracy: 0.235, Loss: 2.154 Epoch 0 Batch 915/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.236, Loss: 2.419 Epoch 0 Batch 916/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 2.316 Epoch 0 Batch 917/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 2.440 Epoch 0 Batch 918/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.236, Loss: 2.232 Epoch 0 Batch 919/1077 - Train Accuracy: 0.128, Validation Accuracy: 0.235, Loss: 2.380 Epoch 0 Batch 920/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.236, Loss: 2.393 Epoch 0 Batch 921/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 2.372 Epoch 0 Batch 922/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 2.314 Epoch 0 Batch 923/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.235, Loss: 2.452 Epoch 0 Batch 924/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.235, Loss: 2.454 Epoch 0 Batch 925/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 2.368 Epoch 0 Batch 926/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 2.367 Epoch 0 Batch 927/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 2.423 Epoch 0 Batch 928/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 2.283 Epoch 0 Batch 929/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 2.367 Epoch 0 Batch 930/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.235, Loss: 2.332 Epoch 0 Batch 931/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 2.348 Epoch 0 Batch 932/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 2.386 Epoch 0 Batch 933/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 2.376 Epoch 0 Batch 934/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 2.434 Epoch 0 Batch 935/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 2.369 Epoch 0 Batch 936/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 2.305 Epoch 0 Batch 937/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.237, Loss: 2.425 Epoch 0 Batch 938/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 2.399 Epoch 0 Batch 939/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 2.360 Epoch 0 Batch 940/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 2.482 Epoch 0 Batch 941/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 2.305 Epoch 0 Batch 942/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 2.409 Epoch 0 Batch 943/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 2.328 Epoch 0 Batch 944/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 2.334 Epoch 0 Batch 945/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.236, Loss: 2.396 Epoch 0 Batch 946/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.237, Loss: 2.375 Epoch 0 Batch 947/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 2.421 Epoch 0 Batch 948/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 2.394 Epoch 0 Batch 949/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.236, Loss: 2.208 Epoch 0 Batch 950/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 2.293 Epoch 0 Batch 951/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 2.353 Epoch 0 Batch 952/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 2.252 Epoch 0 Batch 953/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.236, Loss: 2.412 Epoch 0 Batch 954/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 2.425 Epoch 0 Batch 955/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 2.343 Epoch 0 Batch 956/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 2.289 Epoch 0 Batch 957/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 2.281 Epoch 0 Batch 958/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 2.373 Epoch 0 Batch 959/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 2.282 Epoch 0 Batch 960/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.237, Loss: 2.217 Epoch 0 Batch 961/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 2.353 Epoch 0 Batch 962/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.236, Loss: 2.225 Epoch 0 Batch 963/1077 - Train Accuracy: 0.071, Validation Accuracy: 0.234, Loss: 2.606 Epoch 0 Batch 964/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 2.308 Epoch 0 Batch 965/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 2.488 Epoch 0 Batch 966/1077 - Train Accuracy: 0.264, Validation Accuracy: 0.232, Loss: 2.166 Epoch 0 Batch 967/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 2.253 Epoch 0 Batch 968/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 2.318 Epoch 0 Batch 969/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 2.274 Epoch 0 Batch 970/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 2.340 Epoch 0 Batch 971/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 2.351 Epoch 0 Batch 972/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 2.248 Epoch 0 Batch 973/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 2.298 Epoch 0 Batch 974/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 2.338 Epoch 0 Batch 975/1077 - Train Accuracy: 0.207, Validation Accuracy: 0.235, Loss: 2.201 Epoch 0 Batch 976/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 2.394 Epoch 0 Batch 977/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.235, Loss: 2.249 Epoch 0 Batch 978/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 2.253 Epoch 0 Batch 979/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 2.430 Epoch 0 Batch 980/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 2.280 Epoch 0 Batch 981/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 2.263 Epoch 0 Batch 982/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 2.313 Epoch 0 Batch 983/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.235, Loss: 2.363 Epoch 0 Batch 984/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 2.366 Epoch 0 Batch 985/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 2.290 Epoch 0 Batch 986/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 2.384 Epoch 0 Batch 987/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 2.252 Epoch 0 Batch 988/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 2.322 Epoch 0 Batch 989/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 2.410 Epoch 0 Batch 990/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.235, Loss: 2.404 Epoch 0 Batch 991/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.237, Loss: 2.272 Epoch 0 Batch 992/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 2.276 Epoch 0 Batch 993/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.237, Loss: 2.269 Epoch 0 Batch 994/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 2.267 Epoch 0 Batch 995/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 2.285 Epoch 0 Batch 996/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 2.319 Epoch 0 Batch 997/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 2.385 Epoch 0 Batch 998/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 2.302 Epoch 0 Batch 999/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 2.335 Epoch 0 Batch 1000/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 2.166 Epoch 0 Batch 1001/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.233, Loss: 2.274 Epoch 0 Batch 1002/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 2.297 Epoch 0 Batch 1003/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.233, Loss: 2.329 Epoch 0 Batch 1004/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 2.260 Epoch 0 Batch 1005/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 2.382 Epoch 0 Batch 1006/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 2.249 Epoch 0 Batch 1007/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 2.231 Epoch 0 Batch 1008/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 2.195 Epoch 0 Batch 1009/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.237, Loss: 2.257 Epoch 0 Batch 1010/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 2.410 Epoch 0 Batch 1011/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 2.361 Epoch 0 Batch 1012/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.237, Loss: 2.283 Epoch 0 Batch 1013/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 2.224 Epoch 0 Batch 1014/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 2.342 Epoch 0 Batch 1015/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 2.296 Epoch 0 Batch 1016/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 2.257 Epoch 0 Batch 1017/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.237, Loss: 2.310 Epoch 0 Batch 1018/1077 - Train Accuracy: 0.207, Validation Accuracy: 0.237, Loss: 2.185 Epoch 0 Batch 1019/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 2.340 Epoch 0 Batch 1020/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 2.249 Epoch 0 Batch 1021/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 2.237 Epoch 0 Batch 1022/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 2.277 Epoch 0 Batch 1023/1077 - Train Accuracy: 0.241, Validation Accuracy: 0.235, Loss: 2.174 Epoch 0 Batch 1024/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 2.334 Epoch 0 Batch 1025/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 2.231 Epoch 0 Batch 1026/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 2.163 Epoch 0 Batch 1027/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 2.376 Epoch 0 Batch 1028/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 2.233 Epoch 0 Batch 1029/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 2.307 Epoch 0 Batch 1030/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 2.344 Epoch 0 Batch 1031/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 2.358 Epoch 0 Batch 1032/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 2.237 Epoch 0 Batch 1033/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 2.175 Epoch 0 Batch 1034/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 2.319 Epoch 0 Batch 1035/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 2.219 Epoch 0 Batch 1036/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 2.228 Epoch 0 Batch 1037/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 2.338 Epoch 0 Batch 1038/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 2.225 Epoch 0 Batch 1039/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 2.189 Epoch 0 Batch 1040/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 2.344 Epoch 0 Batch 1041/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 2.376 Epoch 0 Batch 1042/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 2.237 Epoch 0 Batch 1043/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 2.273 Epoch 0 Batch 1044/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 2.220 Epoch 0 Batch 1045/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 2.351 Epoch 0 Batch 1046/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.232, Loss: 2.285 Epoch 0 Batch 1047/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 2.281 Epoch 0 Batch 1048/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 2.281 Epoch 0 Batch 1049/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 2.256 Epoch 0 Batch 1050/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 2.290 Epoch 0 Batch 1051/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 2.246 Epoch 0 Batch 1052/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 2.115 Epoch 0 Batch 1053/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 2.140 Epoch 0 Batch 1054/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 2.318 Epoch 0 Batch 1055/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 2.246 Epoch 0 Batch 1056/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 2.278 Epoch 0 Batch 1057/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 2.297 Epoch 0 Batch 1058/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 2.357 Epoch 0 Batch 1059/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.232, Loss: 2.337 Epoch 0 Batch 1060/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 2.265 Epoch 0 Batch 1061/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 2.231 Epoch 0 Batch 1062/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 2.257 Epoch 0 Batch 1063/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 2.254 Epoch 0 Batch 1064/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 2.265 Epoch 0 Batch 1065/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 2.220 Epoch 0 Batch 1066/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 2.240 Epoch 0 Batch 1067/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 2.177 Epoch 0 Batch 1068/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 2.192 Epoch 0 Batch 1069/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 2.192 Epoch 0 Batch 1070/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 2.301 Epoch 0 Batch 1071/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 2.318 Epoch 0 Batch 1072/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 2.236 Epoch 0 Batch 1073/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 2.240 Epoch 0 Batch 1074/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 2.231 Epoch 0 Batch 1075/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 2.313 Epoch 1 Batch 0/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 2.154 Epoch 1 Batch 1/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 2.306 Epoch 1 Batch 2/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 2.313 Epoch 1 Batch 3/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 2.254 Epoch 1 Batch 4/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 2.280 Epoch 1 Batch 5/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 2.241 Epoch 1 Batch 6/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 2.293 Epoch 1 Batch 7/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 2.269 Epoch 1 Batch 8/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 2.230 Epoch 1 Batch 9/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 2.152 Epoch 1 Batch 10/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 2.364 Epoch 1 Batch 11/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 2.169 Epoch 1 Batch 12/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 2.234 Epoch 1 Batch 13/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.232, Loss: 2.146 Epoch 1 Batch 14/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 2.140 Epoch 1 Batch 15/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 2.219 Epoch 1 Batch 16/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 2.172 Epoch 1 Batch 17/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 2.195 Epoch 1 Batch 18/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 2.190 Epoch 1 Batch 19/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.232, Loss: 2.199 Epoch 1 Batch 20/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 2.172 Epoch 1 Batch 21/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 2.274 Epoch 1 Batch 22/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 2.237 Epoch 1 Batch 23/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 2.214 Epoch 1 Batch 24/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 2.225 Epoch 1 Batch 25/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 2.177 Epoch 1 Batch 26/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 2.276 Epoch 1 Batch 27/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 2.144 Epoch 1 Batch 28/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 2.134 Epoch 1 Batch 29/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 2.153 Epoch 1 Batch 30/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 2.200 Epoch 1 Batch 31/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 2.248 Epoch 1 Batch 32/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.232, Loss: 2.104 Epoch 1 Batch 33/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 2.124 Epoch 1 Batch 34/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 2.232 Epoch 1 Batch 35/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 2.204 Epoch 1 Batch 36/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 2.150 Epoch 1 Batch 37/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 2.257 Epoch 1 Batch 38/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.232, Loss: 2.342 Epoch 1 Batch 39/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 2.204 Epoch 1 Batch 40/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 2.201 Epoch 1 Batch 41/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 2.114 Epoch 1 Batch 42/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 2.187 Epoch 1 Batch 43/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.232, Loss: 2.218 Epoch 1 Batch 44/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 2.291 Epoch 1 Batch 45/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 2.209 Epoch 1 Batch 46/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.232, Loss: 2.273 Epoch 1 Batch 47/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 2.156 Epoch 1 Batch 48/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 2.214 Epoch 1 Batch 49/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.232, Loss: 2.173 Epoch 1 Batch 50/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 2.221 Epoch 1 Batch 51/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 2.164 Epoch 1 Batch 52/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 2.253 Epoch 1 Batch 53/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.232, Loss: 2.199 Epoch 1 Batch 54/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 2.278 Epoch 1 Batch 55/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 2.199 Epoch 1 Batch 56/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 2.196 Epoch 1 Batch 57/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.232, Loss: 2.067 Epoch 1 Batch 58/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 2.156 Epoch 1 Batch 59/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 2.281 Epoch 1 Batch 60/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 2.126 Epoch 1 Batch 61/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 2.188 Epoch 1 Batch 62/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 2.204 Epoch 1 Batch 63/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 2.175 Epoch 1 Batch 64/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 2.175 Epoch 1 Batch 65/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 2.289 Epoch 1 Batch 66/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.232, Loss: 2.222 Epoch 1 Batch 67/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 2.080 Epoch 1 Batch 68/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 2.189 Epoch 1 Batch 69/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 2.234 Epoch 1 Batch 70/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 2.236 Epoch 1 Batch 71/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 2.135 Epoch 1 Batch 72/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 2.150 Epoch 1 Batch 73/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 2.187 Epoch 1 Batch 74/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 2.085 Epoch 1 Batch 75/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 2.126 Epoch 1 Batch 76/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 2.087 Epoch 1 Batch 77/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 2.203 Epoch 1 Batch 78/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.231, Loss: 2.279 Epoch 1 Batch 79/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 2.169 Epoch 1 Batch 80/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 2.158 Epoch 1 Batch 81/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.232, Loss: 2.227 Epoch 1 Batch 82/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.232, Loss: 2.071 Epoch 1 Batch 83/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 2.284 Epoch 1 Batch 84/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 2.176 Epoch 1 Batch 85/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 2.063 Epoch 1 Batch 86/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 2.181 Epoch 1 Batch 87/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 2.188 Epoch 1 Batch 88/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 2.184 Epoch 1 Batch 89/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 2.165 Epoch 1 Batch 90/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 2.206 Epoch 1 Batch 91/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 2.034 Epoch 1 Batch 92/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 2.173 Epoch 1 Batch 93/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 2.188 Epoch 1 Batch 94/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.232, Loss: 2.146 Epoch 1 Batch 95/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 2.154 Epoch 1 Batch 96/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 2.160 Epoch 1 Batch 97/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 2.151 Epoch 1 Batch 98/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 2.020 Epoch 1 Batch 99/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 2.219 Epoch 1 Batch 100/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 2.209 Epoch 1 Batch 101/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 2.191 Epoch 1 Batch 102/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 2.108 Epoch 1 Batch 103/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 2.281 Epoch 1 Batch 104/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.232, Loss: 2.286 Epoch 1 Batch 105/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 2.112 Epoch 1 Batch 106/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.232, Loss: 2.276 Epoch 1 Batch 107/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 2.078 Epoch 1 Batch 108/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.232, Loss: 2.003 Epoch 1 Batch 109/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 2.117 Epoch 1 Batch 110/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.232, Loss: 2.131 Epoch 1 Batch 111/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 2.177 Epoch 1 Batch 112/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 2.061 Epoch 1 Batch 113/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 2.244 Epoch 1 Batch 114/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 2.053 Epoch 1 Batch 115/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 2.195 Epoch 1 Batch 116/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 2.155 Epoch 1 Batch 117/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 2.166 Epoch 1 Batch 118/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 2.224 Epoch 1 Batch 119/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 2.141 Epoch 1 Batch 120/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 2.076 Epoch 1 Batch 121/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 2.166 Epoch 1 Batch 122/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 2.136 Epoch 1 Batch 123/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 2.104 Epoch 1 Batch 124/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 2.128 Epoch 1 Batch 125/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.232, Loss: 2.139 Epoch 1 Batch 126/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 2.112 Epoch 1 Batch 127/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 2.125 Epoch 1 Batch 128/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 2.083 Epoch 1 Batch 129/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 2.137 Epoch 1 Batch 130/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 2.121 Epoch 1 Batch 131/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 2.172 Epoch 1 Batch 132/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 2.179 Epoch 1 Batch 133/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 2.201 Epoch 1 Batch 134/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 2.109 Epoch 1 Batch 135/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 2.162 Epoch 1 Batch 136/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 2.139 Epoch 1 Batch 137/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 2.010 Epoch 1 Batch 138/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 2.153 Epoch 1 Batch 139/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 2.142 Epoch 1 Batch 140/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 2.153 Epoch 1 Batch 141/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 2.163 Epoch 1 Batch 142/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 2.034 Epoch 1 Batch 143/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 2.123 Epoch 1 Batch 144/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 2.210 Epoch 1 Batch 145/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 2.067 Epoch 1 Batch 146/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 2.094 Epoch 1 Batch 147/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 2.201 Epoch 1 Batch 148/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 2.033 Epoch 1 Batch 149/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 2.170 Epoch 1 Batch 150/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 2.026 Epoch 1 Batch 151/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 2.075 Epoch 1 Batch 152/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.232, Loss: 2.122 Epoch 1 Batch 153/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 2.129 Epoch 1 Batch 154/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 2.209 Epoch 1 Batch 155/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 2.127 Epoch 1 Batch 156/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 2.106 Epoch 1 Batch 157/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 2.089 Epoch 1 Batch 158/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 2.041 Epoch 1 Batch 159/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 1.993 Epoch 1 Batch 160/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 2.125 Epoch 1 Batch 161/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 2.097 Epoch 1 Batch 162/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 2.155 Epoch 1 Batch 163/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 2.216 Epoch 1 Batch 164/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 2.182 Epoch 1 Batch 165/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 2.083 Epoch 1 Batch 166/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.232, Loss: 2.077 Epoch 1 Batch 167/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 2.134 Epoch 1 Batch 168/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.235, Loss: 2.136 Epoch 1 Batch 169/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 2.044 Epoch 1 Batch 170/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 2.168 Epoch 1 Batch 171/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.235, Loss: 2.034 Epoch 1 Batch 172/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 2.039 Epoch 1 Batch 173/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.235, Loss: 2.202 Epoch 1 Batch 174/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 2.089 Epoch 1 Batch 175/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 2.077 Epoch 1 Batch 176/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 2.053 Epoch 1 Batch 177/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.235, Loss: 2.148 Epoch 1 Batch 178/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 2.017 Epoch 1 Batch 179/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.235, Loss: 2.171 Epoch 1 Batch 180/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 2.153 Epoch 1 Batch 181/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 2.080 Epoch 1 Batch 182/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 2.086 Epoch 1 Batch 183/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 2.149 Epoch 1 Batch 184/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 2.111 Epoch 1 Batch 185/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 2.112 Epoch 1 Batch 186/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.235, Loss: 2.140 Epoch 1 Batch 187/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 2.026 Epoch 1 Batch 188/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 2.093 Epoch 1 Batch 189/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 2.128 Epoch 1 Batch 190/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 2.074 Epoch 1 Batch 191/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.233, Loss: 2.008 Epoch 1 Batch 192/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 2.066 Epoch 1 Batch 193/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 2.055 Epoch 1 Batch 194/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 2.002 Epoch 1 Batch 195/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 2.091 Epoch 1 Batch 196/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 1.985 Epoch 1 Batch 197/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 2.050 Epoch 1 Batch 198/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 2.025 Epoch 1 Batch 199/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 2.095 Epoch 1 Batch 200/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 2.085 Epoch 1 Batch 201/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 2.031 Epoch 1 Batch 202/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 2.060 Epoch 1 Batch 203/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 2.057 Epoch 1 Batch 204/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 2.097 Epoch 1 Batch 205/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 2.045 Epoch 1 Batch 206/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 2.033 Epoch 1 Batch 207/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 2.107 Epoch 1 Batch 208/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 2.116 Epoch 1 Batch 209/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 1.986 Epoch 1 Batch 210/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 2.073 Epoch 1 Batch 211/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 2.053 Epoch 1 Batch 212/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 1.967 Epoch 1 Batch 213/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 2.062 Epoch 1 Batch 214/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 2.054 Epoch 1 Batch 215/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 2.170 Epoch 1 Batch 216/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 2.073 Epoch 1 Batch 217/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 2.045 Epoch 1 Batch 218/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 2.124 Epoch 1 Batch 219/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.232, Loss: 2.084 Epoch 1 Batch 220/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 2.048 Epoch 1 Batch 221/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.232, Loss: 2.088 Epoch 1 Batch 222/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 2.218 Epoch 1 Batch 223/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 1.967 Epoch 1 Batch 224/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 2.046 Epoch 1 Batch 225/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 2.062 Epoch 1 Batch 226/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 2.002 Epoch 1 Batch 227/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 2.101 Epoch 1 Batch 228/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 2.038 Epoch 1 Batch 229/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 2.044 Epoch 1 Batch 230/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 2.022 Epoch 1 Batch 231/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 2.048 Epoch 1 Batch 232/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 2.103 Epoch 1 Batch 233/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 2.087 Epoch 1 Batch 234/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.232, Loss: 1.984 Epoch 1 Batch 235/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 1.979 Epoch 1 Batch 236/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 2.068 Epoch 1 Batch 237/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 2.015 Epoch 1 Batch 238/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 2.074 Epoch 1 Batch 239/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 2.007 Epoch 1 Batch 240/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 2.005 Epoch 1 Batch 241/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.970 Epoch 1 Batch 242/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 2.117 Epoch 1 Batch 243/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 2.123 Epoch 1 Batch 244/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.235, Loss: 1.959 Epoch 1 Batch 245/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.962 Epoch 1 Batch 246/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 2.038 Epoch 1 Batch 247/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.986 Epoch 1 Batch 248/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.969 Epoch 1 Batch 249/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.235, Loss: 2.027 Epoch 1 Batch 250/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.235, Loss: 1.991 Epoch 1 Batch 251/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 2.078 Epoch 1 Batch 252/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 2.058 Epoch 1 Batch 253/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.235, Loss: 1.973 Epoch 1 Batch 254/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 2.020 Epoch 1 Batch 255/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 2.077 Epoch 1 Batch 256/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 2.019 Epoch 1 Batch 257/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 1.927 Epoch 1 Batch 258/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 1.926 Epoch 1 Batch 259/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 2.106 Epoch 1 Batch 260/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 2.031 Epoch 1 Batch 261/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.235, Loss: 1.960 Epoch 1 Batch 262/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 2.031 Epoch 1 Batch 263/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 1.979 Epoch 1 Batch 264/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 2.099 Epoch 1 Batch 265/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 2.045 Epoch 1 Batch 266/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 1.988 Epoch 1 Batch 267/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.232, Loss: 1.975 Epoch 1 Batch 268/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 2.013 Epoch 1 Batch 269/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 2.165 Epoch 1 Batch 270/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 2.104 Epoch 1 Batch 271/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 2.011 Epoch 1 Batch 272/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 2.018 Epoch 1 Batch 273/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.983 Epoch 1 Batch 274/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 2.062 Epoch 1 Batch 275/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.956 Epoch 1 Batch 276/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.236, Loss: 2.069 Epoch 1 Batch 277/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.236, Loss: 1.989 Epoch 1 Batch 278/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 2.033 Epoch 1 Batch 279/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 2.103 Epoch 1 Batch 280/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 2.055 Epoch 1 Batch 281/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 2.075 Epoch 1 Batch 282/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 2.072 Epoch 1 Batch 283/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 2.095 Epoch 1 Batch 284/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 2.046 Epoch 1 Batch 285/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 1.973 Epoch 1 Batch 286/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.943 Epoch 1 Batch 287/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.235, Loss: 1.996 Epoch 1 Batch 288/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 2.024 Epoch 1 Batch 289/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.973 Epoch 1 Batch 290/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 2.045 Epoch 1 Batch 291/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.235, Loss: 1.999 Epoch 1 Batch 292/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.969 Epoch 1 Batch 293/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 2.050 Epoch 1 Batch 294/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.235, Loss: 1.990 Epoch 1 Batch 295/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.235, Loss: 2.083 Epoch 1 Batch 296/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.235, Loss: 1.938 Epoch 1 Batch 297/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.235, Loss: 2.035 Epoch 1 Batch 298/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 2.003 Epoch 1 Batch 299/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.235, Loss: 1.963 Epoch 1 Batch 300/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.235, Loss: 2.037 Epoch 1 Batch 301/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.970 Epoch 1 Batch 302/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.967 Epoch 1 Batch 303/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.235, Loss: 2.015 Epoch 1 Batch 304/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.235, Loss: 1.911 Epoch 1 Batch 305/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 2.017 Epoch 1 Batch 306/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.911 Epoch 1 Batch 307/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.969 Epoch 1 Batch 308/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 2.059 Epoch 1 Batch 309/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.235, Loss: 1.949 Epoch 1 Batch 310/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.999 Epoch 1 Batch 311/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.235, Loss: 2.018 Epoch 1 Batch 312/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.963 Epoch 1 Batch 313/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.962 Epoch 1 Batch 314/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.236, Loss: 2.032 Epoch 1 Batch 315/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.236, Loss: 1.980 Epoch 1 Batch 316/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.236, Loss: 1.888 Epoch 1 Batch 317/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 2.141 Epoch 1 Batch 318/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 2.051 Epoch 1 Batch 319/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.237, Loss: 2.064 Epoch 1 Batch 320/1077 - Train Accuracy: 0.172, Validation Accuracy: 0.237, Loss: 1.974 Epoch 1 Batch 321/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.236, Loss: 2.012 Epoch 1 Batch 322/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.236, Loss: 1.956 Epoch 1 Batch 323/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.236, Loss: 1.917 Epoch 1 Batch 324/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 2.033 Epoch 1 Batch 325/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.236, Loss: 1.937 Epoch 1 Batch 326/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.236, Loss: 1.943 Epoch 1 Batch 327/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 2.060 Epoch 1 Batch 328/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 2.008 Epoch 1 Batch 329/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.237, Loss: 1.977 Epoch 1 Batch 330/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.978 Epoch 1 Batch 331/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.238, Loss: 2.022 Epoch 1 Batch 332/1077 - Train Accuracy: 0.207, Validation Accuracy: 0.238, Loss: 1.926 Epoch 1 Batch 333/1077 - Train Accuracy: 0.137, Validation Accuracy: 0.238, Loss: 1.968 Epoch 1 Batch 334/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.238, Loss: 1.989 Epoch 1 Batch 335/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.896 Epoch 1 Batch 336/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 2.045 Epoch 1 Batch 337/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.967 Epoch 1 Batch 338/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 2.007 Epoch 1 Batch 339/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 1.942 Epoch 1 Batch 340/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.238, Loss: 1.955 Epoch 1 Batch 341/1077 - Train Accuracy: 0.173, Validation Accuracy: 0.239, Loss: 2.028 Epoch 1 Batch 342/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.239, Loss: 1.948 Epoch 1 Batch 343/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.239, Loss: 2.023 Epoch 1 Batch 344/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.239, Loss: 1.996 Epoch 1 Batch 345/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.239, Loss: 1.942 Epoch 1 Batch 346/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.239, Loss: 2.049 Epoch 1 Batch 347/1077 - Train Accuracy: 0.209, Validation Accuracy: 0.239, Loss: 1.912 Epoch 1 Batch 348/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.239, Loss: 1.981 Epoch 1 Batch 349/1077 - Train Accuracy: 0.173, Validation Accuracy: 0.239, Loss: 1.937 Epoch 1 Batch 350/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.239, Loss: 2.085 Epoch 1 Batch 351/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.239, Loss: 2.056 Epoch 1 Batch 352/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.239, Loss: 2.060 Epoch 1 Batch 353/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.238, Loss: 2.084 Epoch 1 Batch 354/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.946 Epoch 1 Batch 355/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.238, Loss: 1.932 Epoch 1 Batch 356/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.919 Epoch 1 Batch 357/1077 - Train Accuracy: 0.210, Validation Accuracy: 0.238, Loss: 1.902 Epoch 1 Batch 358/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.236, Loss: 1.920 Epoch 1 Batch 359/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.237, Loss: 1.977 Epoch 1 Batch 360/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.969 Epoch 1 Batch 361/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.237, Loss: 2.021 Epoch 1 Batch 362/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.237, Loss: 1.945 Epoch 1 Batch 363/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.965 Epoch 1 Batch 364/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.990 Epoch 1 Batch 365/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.985 Epoch 1 Batch 366/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.935 Epoch 1 Batch 367/1077 - Train Accuracy: 0.209, Validation Accuracy: 0.238, Loss: 1.924 Epoch 1 Batch 368/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.239, Loss: 1.974 Epoch 1 Batch 369/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.937 Epoch 1 Batch 370/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.239, Loss: 1.906 Epoch 1 Batch 371/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.239, Loss: 1.951 Epoch 1 Batch 372/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.936 Epoch 1 Batch 373/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.239, Loss: 1.952 Epoch 1 Batch 374/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.239, Loss: 2.026 Epoch 1 Batch 375/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.239, Loss: 1.897 Epoch 1 Batch 376/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.239, Loss: 1.900 Epoch 1 Batch 377/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.239, Loss: 1.987 Epoch 1 Batch 378/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.239, Loss: 1.926 Epoch 1 Batch 379/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.239, Loss: 2.002 Epoch 1 Batch 380/1077 - Train Accuracy: 0.173, Validation Accuracy: 0.241, Loss: 1.910 Epoch 1 Batch 381/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.242, Loss: 1.950 Epoch 1 Batch 382/1077 - Train Accuracy: 0.207, Validation Accuracy: 0.242, Loss: 1.980 Epoch 1 Batch 383/1077 - Train Accuracy: 0.208, Validation Accuracy: 0.242, Loss: 1.901 Epoch 1 Batch 384/1077 - Train Accuracy: 0.174, Validation Accuracy: 0.241, Loss: 1.935 Epoch 1 Batch 385/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.241, Loss: 2.007 Epoch 1 Batch 386/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.240, Loss: 1.868 Epoch 1 Batch 387/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.240, Loss: 1.936 Epoch 1 Batch 388/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.240, Loss: 1.910 Epoch 1 Batch 389/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.240, Loss: 1.916 Epoch 1 Batch 390/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.240, Loss: 1.985 Epoch 1 Batch 391/1077 - Train Accuracy: 0.208, Validation Accuracy: 0.240, Loss: 1.947 Epoch 1 Batch 392/1077 - Train Accuracy: 0.174, Validation Accuracy: 0.241, Loss: 1.900 Epoch 1 Batch 393/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.241, Loss: 1.911 Epoch 1 Batch 394/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.241, Loss: 2.049 Epoch 1 Batch 395/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.241, Loss: 1.927 Epoch 1 Batch 396/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.240, Loss: 1.966 Epoch 1 Batch 397/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.240, Loss: 1.846 Epoch 1 Batch 398/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.241, Loss: 1.954 Epoch 1 Batch 399/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.241, Loss: 2.073 Epoch 1 Batch 400/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.241, Loss: 1.939 Epoch 1 Batch 401/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.241, Loss: 1.996 Epoch 1 Batch 402/1077 - Train Accuracy: 0.174, Validation Accuracy: 0.241, Loss: 1.957 Epoch 1 Batch 403/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.241, Loss: 2.000 Epoch 1 Batch 404/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.238, Loss: 1.882 Epoch 1 Batch 405/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.238, Loss: 1.935 Epoch 1 Batch 406/1077 - Train Accuracy: 0.135, Validation Accuracy: 0.238, Loss: 1.976 Epoch 1 Batch 407/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 2.006 Epoch 1 Batch 408/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.973 Epoch 1 Batch 409/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.932 Epoch 1 Batch 410/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.982 Epoch 1 Batch 411/1077 - Train Accuracy: 0.210, Validation Accuracy: 0.237, Loss: 1.910 Epoch 1 Batch 412/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.237, Loss: 1.922 Epoch 1 Batch 413/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.952 Epoch 1 Batch 414/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.946 Epoch 1 Batch 415/1077 - Train Accuracy: 0.208, Validation Accuracy: 0.238, Loss: 1.902 Epoch 1 Batch 416/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.237, Loss: 1.939 Epoch 1 Batch 417/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.913 Epoch 1 Batch 418/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.961 Epoch 1 Batch 419/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.941 Epoch 1 Batch 420/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.238, Loss: 1.937 Epoch 1 Batch 421/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.238, Loss: 1.932 Epoch 1 Batch 422/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.238, Loss: 1.913 Epoch 1 Batch 423/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.237, Loss: 2.000 Epoch 1 Batch 424/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.957 Epoch 1 Batch 425/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.238, Loss: 1.890 Epoch 1 Batch 426/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.987 Epoch 1 Batch 427/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.886 Epoch 1 Batch 428/1077 - Train Accuracy: 0.211, Validation Accuracy: 0.238, Loss: 1.840 Epoch 1 Batch 429/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.941 Epoch 1 Batch 430/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.239, Loss: 1.932 Epoch 1 Batch 431/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.240, Loss: 1.936 Epoch 1 Batch 432/1077 - Train Accuracy: 0.177, Validation Accuracy: 0.240, Loss: 1.934 Epoch 1 Batch 433/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.240, Loss: 1.891 Epoch 1 Batch 434/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.240, Loss: 1.969 Epoch 1 Batch 435/1077 - Train Accuracy: 0.129, Validation Accuracy: 0.240, Loss: 1.970 Epoch 1 Batch 436/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.240, Loss: 1.878 Epoch 1 Batch 437/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.241, Loss: 1.979 Epoch 1 Batch 438/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.241, Loss: 1.940 Epoch 1 Batch 439/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.240, Loss: 1.942 Epoch 1 Batch 440/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.240, Loss: 1.950 Epoch 1 Batch 441/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.240, Loss: 1.957 Epoch 1 Batch 442/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.240, Loss: 1.930 Epoch 1 Batch 443/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.239, Loss: 1.810 Epoch 1 Batch 444/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.239, Loss: 1.923 Epoch 1 Batch 445/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.238, Loss: 1.952 Epoch 1 Batch 446/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.238, Loss: 1.867 Epoch 1 Batch 447/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.956 Epoch 1 Batch 448/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.238, Loss: 1.972 Epoch 1 Batch 449/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.237, Loss: 1.969 Epoch 1 Batch 450/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.954 Epoch 1 Batch 451/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.237, Loss: 1.845 Epoch 1 Batch 452/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.237, Loss: 1.875 Epoch 1 Batch 453/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.237, Loss: 1.848 Epoch 1 Batch 454/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.953 Epoch 1 Batch 455/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.237, Loss: 1.885 Epoch 1 Batch 456/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.237, Loss: 1.885 Epoch 1 Batch 457/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.238, Loss: 1.826 Epoch 1 Batch 458/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.850 Epoch 1 Batch 459/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.843 Epoch 1 Batch 460/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.934 Epoch 1 Batch 461/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.918 Epoch 1 Batch 462/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.854 Epoch 1 Batch 463/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.981 Epoch 1 Batch 464/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.238, Loss: 1.832 Epoch 1 Batch 465/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.238, Loss: 1.963 Epoch 1 Batch 466/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.845 Epoch 1 Batch 467/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.238, Loss: 1.822 Epoch 1 Batch 468/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.238, Loss: 1.894 Epoch 1 Batch 469/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.857 Epoch 1 Batch 470/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.238, Loss: 1.930 Epoch 1 Batch 471/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.839 Epoch 1 Batch 472/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.238, Loss: 1.884 Epoch 1 Batch 473/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.925 Epoch 1 Batch 474/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.893 Epoch 1 Batch 475/1077 - Train Accuracy: 0.175, Validation Accuracy: 0.238, Loss: 1.817 Epoch 1 Batch 476/1077 - Train Accuracy: 0.128, Validation Accuracy: 0.238, Loss: 1.982 Epoch 1 Batch 477/1077 - Train Accuracy: 0.214, Validation Accuracy: 0.239, Loss: 1.864 Epoch 1 Batch 478/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.238, Loss: 1.938 Epoch 1 Batch 479/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.953 Epoch 1 Batch 480/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.238, Loss: 1.947 Epoch 1 Batch 481/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.239, Loss: 1.884 Epoch 1 Batch 482/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.239, Loss: 1.985 Epoch 1 Batch 483/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 1.905 Epoch 1 Batch 484/1077 - Train Accuracy: 0.177, Validation Accuracy: 0.239, Loss: 1.885 Epoch 1 Batch 485/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.239, Loss: 1.914 Epoch 1 Batch 486/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.240, Loss: 1.846 Epoch 1 Batch 487/1077 - Train Accuracy: 0.130, Validation Accuracy: 0.240, Loss: 2.035 Epoch 1 Batch 488/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.240, Loss: 1.952 Epoch 1 Batch 489/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.241, Loss: 1.872 Epoch 1 Batch 490/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.241, Loss: 1.955 Epoch 1 Batch 491/1077 - Train Accuracy: 0.172, Validation Accuracy: 0.241, Loss: 1.921 Epoch 1 Batch 492/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.240, Loss: 1.919 Epoch 1 Batch 493/1077 - Train Accuracy: 0.211, Validation Accuracy: 0.240, Loss: 1.830 Epoch 1 Batch 494/1077 - Train Accuracy: 0.172, Validation Accuracy: 0.240, Loss: 1.918 Epoch 1 Batch 495/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.240, Loss: 1.860 Epoch 1 Batch 496/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.240, Loss: 1.944 Epoch 1 Batch 497/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.240, Loss: 2.003 Epoch 1 Batch 498/1077 - Train Accuracy: 0.172, Validation Accuracy: 0.240, Loss: 1.870 Epoch 1 Batch 499/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.240, Loss: 1.834 Epoch 1 Batch 500/1077 - Train Accuracy: 0.176, Validation Accuracy: 0.240, Loss: 1.865 Epoch 1 Batch 501/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.241, Loss: 1.893 Epoch 1 Batch 502/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.242, Loss: 1.841 Epoch 1 Batch 503/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.243, Loss: 1.807 Epoch 1 Batch 504/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.243, Loss: 1.880 Epoch 1 Batch 505/1077 - Train Accuracy: 0.213, Validation Accuracy: 0.243, Loss: 1.894 Epoch 1 Batch 506/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.243, Loss: 1.794 Epoch 1 Batch 507/1077 - Train Accuracy: 0.173, Validation Accuracy: 0.243, Loss: 1.944 Epoch 1 Batch 508/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.244, Loss: 1.816 Epoch 1 Batch 509/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.243, Loss: 1.879 Epoch 1 Batch 510/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.242, Loss: 1.858 Epoch 1 Batch 511/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.242, Loss: 1.932 Epoch 1 Batch 512/1077 - Train Accuracy: 0.173, Validation Accuracy: 0.242, Loss: 1.856 Epoch 1 Batch 513/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.243, Loss: 1.871 Epoch 1 Batch 514/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.243, Loss: 1.887 Epoch 1 Batch 515/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.243, Loss: 1.885 Epoch 1 Batch 516/1077 - Train Accuracy: 0.211, Validation Accuracy: 0.243, Loss: 1.852 Epoch 1 Batch 517/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.242, Loss: 1.893 Epoch 1 Batch 518/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.241, Loss: 1.838 Epoch 1 Batch 519/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.242, Loss: 1.921 Epoch 1 Batch 520/1077 - Train Accuracy: 0.212, Validation Accuracy: 0.242, Loss: 1.873 Epoch 1 Batch 521/1077 - Train Accuracy: 0.208, Validation Accuracy: 0.243, Loss: 1.937 Epoch 1 Batch 522/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.243, Loss: 1.890 Epoch 1 Batch 523/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.242, Loss: 1.853 Epoch 1 Batch 524/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.243, Loss: 1.895 Epoch 1 Batch 525/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.242, Loss: 1.881 Epoch 1 Batch 526/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.242, Loss: 1.915 Epoch 1 Batch 527/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.241, Loss: 1.886 Epoch 1 Batch 528/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.241, Loss: 1.920 Epoch 1 Batch 529/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.240, Loss: 1.803 Epoch 1 Batch 530/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.240, Loss: 1.904 Epoch 1 Batch 531/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.240, Loss: 1.873 Epoch 1 Batch 532/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.240, Loss: 1.954 Epoch 1 Batch 533/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.240, Loss: 1.891 Epoch 1 Batch 534/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.240, Loss: 1.874 Epoch 1 Batch 535/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.241, Loss: 1.811 Epoch 1 Batch 536/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.241, Loss: 1.937 Epoch 1 Batch 537/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.242, Loss: 1.855 Epoch 1 Batch 538/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.242, Loss: 1.828 Epoch 1 Batch 539/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.243, Loss: 1.879 Epoch 1 Batch 540/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.241, Loss: 1.841 Epoch 1 Batch 541/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.241, Loss: 1.896 Epoch 1 Batch 542/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.241, Loss: 1.878 Epoch 1 Batch 543/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.241, Loss: 1.846 Epoch 1 Batch 544/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.242, Loss: 1.855 Epoch 1 Batch 545/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.242, Loss: 1.899 Epoch 1 Batch 546/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.243, Loss: 1.903 Epoch 1 Batch 547/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.242, Loss: 1.807 Epoch 1 Batch 548/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.242, Loss: 1.870 Epoch 1 Batch 549/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.242, Loss: 1.929 Epoch 1 Batch 550/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.241, Loss: 1.869 Epoch 1 Batch 551/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.242, Loss: 1.891 Epoch 1 Batch 552/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.243, Loss: 1.886 Epoch 1 Batch 553/1077 - Train Accuracy: 0.174, Validation Accuracy: 0.243, Loss: 1.854 Epoch 1 Batch 554/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.242, Loss: 1.859 Epoch 1 Batch 555/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.241, Loss: 1.794 Epoch 1 Batch 556/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.242, Loss: 1.833 Epoch 1 Batch 557/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.241, Loss: 1.824 Epoch 1 Batch 558/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.241, Loss: 1.830 Epoch 1 Batch 559/1077 - Train Accuracy: 0.172, Validation Accuracy: 0.241, Loss: 1.930 Epoch 1 Batch 560/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.241, Loss: 1.846 Epoch 1 Batch 561/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.240, Loss: 1.815 Epoch 1 Batch 562/1077 - Train Accuracy: 0.208, Validation Accuracy: 0.241, Loss: 1.798 Epoch 1 Batch 563/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.242, Loss: 1.888 Epoch 1 Batch 564/1077 - Train Accuracy: 0.132, Validation Accuracy: 0.242, Loss: 1.918 Epoch 1 Batch 565/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.242, Loss: 1.870 Epoch 1 Batch 566/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.242, Loss: 1.859 Epoch 1 Batch 567/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.241, Loss: 1.804 Epoch 1 Batch 568/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.241, Loss: 1.868 Epoch 1 Batch 569/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.240, Loss: 1.880 Epoch 1 Batch 570/1077 - Train Accuracy: 0.129, Validation Accuracy: 0.241, Loss: 1.926 Epoch 1 Batch 571/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.241, Loss: 1.766 Epoch 1 Batch 572/1077 - Train Accuracy: 0.211, Validation Accuracy: 0.241, Loss: 1.814 Epoch 1 Batch 573/1077 - Train Accuracy: 0.174, Validation Accuracy: 0.241, Loss: 1.917 Epoch 1 Batch 574/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.242, Loss: 1.847 Epoch 1 Batch 575/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.243, Loss: 1.821 Epoch 1 Batch 576/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.242, Loss: 1.936 Epoch 1 Batch 577/1077 - Train Accuracy: 0.129, Validation Accuracy: 0.244, Loss: 1.885 Epoch 1 Batch 578/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.244, Loss: 1.914 Epoch 1 Batch 579/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.244, Loss: 1.864 Epoch 1 Batch 580/1077 - Train Accuracy: 0.214, Validation Accuracy: 0.244, Loss: 1.755 Epoch 1 Batch 581/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.242, Loss: 1.828 Epoch 1 Batch 582/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.242, Loss: 1.909 Epoch 1 Batch 583/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.243, Loss: 1.930 Epoch 1 Batch 584/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.241, Loss: 1.813 Epoch 1 Batch 585/1077 - Train Accuracy: 0.207, Validation Accuracy: 0.242, Loss: 1.764 Epoch 1 Batch 586/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.241, Loss: 1.890 Epoch 1 Batch 587/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.241, Loss: 1.835 Epoch 1 Batch 588/1077 - Train Accuracy: 0.173, Validation Accuracy: 0.241, Loss: 1.798 Epoch 1 Batch 589/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.241, Loss: 1.930 Epoch 1 Batch 590/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.241, Loss: 1.939 Epoch 1 Batch 591/1077 - Train Accuracy: 0.241, Validation Accuracy: 0.241, Loss: 1.772 Epoch 1 Batch 592/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.241, Loss: 1.878 Epoch 1 Batch 593/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.242, Loss: 1.778 Epoch 1 Batch 594/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.242, Loss: 1.893 Epoch 1 Batch 595/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.243, Loss: 1.877 Epoch 1 Batch 596/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.243, Loss: 1.862 Epoch 1 Batch 597/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.243, Loss: 1.851 Epoch 1 Batch 598/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.242, Loss: 1.817 Epoch 1 Batch 599/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.242, Loss: 1.856 Epoch 1 Batch 600/1077 - Train Accuracy: 0.209, Validation Accuracy: 0.242, Loss: 1.744 Epoch 1 Batch 601/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.243, Loss: 1.788 Epoch 1 Batch 602/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.243, Loss: 1.810 Epoch 1 Batch 603/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.243, Loss: 1.896 Epoch 1 Batch 604/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.242, Loss: 1.925 Epoch 1 Batch 605/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.242, Loss: 1.865 Epoch 1 Batch 606/1077 - Train Accuracy: 0.208, Validation Accuracy: 0.242, Loss: 1.816 Epoch 1 Batch 607/1077 - Train Accuracy: 0.244, Validation Accuracy: 0.242, Loss: 1.732 Epoch 1 Batch 608/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.242, Loss: 1.876 Epoch 1 Batch 609/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.242, Loss: 1.891 Epoch 1 Batch 610/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.242, Loss: 1.827 Epoch 1 Batch 611/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.242, Loss: 1.885 Epoch 1 Batch 612/1077 - Train Accuracy: 0.210, Validation Accuracy: 0.242, Loss: 1.787 Epoch 1 Batch 613/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.242, Loss: 1.838 Epoch 1 Batch 614/1077 - Train Accuracy: 0.208, Validation Accuracy: 0.242, Loss: 1.755 Epoch 1 Batch 615/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.242, Loss: 1.804 Epoch 1 Batch 616/1077 - Train Accuracy: 0.129, Validation Accuracy: 0.242, Loss: 1.841 Epoch 1 Batch 617/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.242, Loss: 1.851 Epoch 1 Batch 618/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.242, Loss: 1.755 Epoch 1 Batch 619/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.242, Loss: 1.846 Epoch 1 Batch 620/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.243, Loss: 1.776 Epoch 1 Batch 621/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.242, Loss: 1.829 Epoch 1 Batch 622/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.241, Loss: 1.858 Epoch 1 Batch 623/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.242, Loss: 1.797 Epoch 1 Batch 624/1077 - Train Accuracy: 0.210, Validation Accuracy: 0.242, Loss: 1.775 Epoch 1 Batch 625/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.243, Loss: 1.882 Epoch 1 Batch 626/1077 - Train Accuracy: 0.240, Validation Accuracy: 0.241, Loss: 1.699 Epoch 1 Batch 627/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.241, Loss: 1.775 Epoch 1 Batch 628/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.241, Loss: 1.812 Epoch 1 Batch 629/1077 - Train Accuracy: 0.134, Validation Accuracy: 0.240, Loss: 1.892 Epoch 1 Batch 630/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.241, Loss: 1.796 Epoch 1 Batch 631/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.242, Loss: 1.820 Epoch 1 Batch 632/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.243, Loss: 1.861 Epoch 1 Batch 633/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.243, Loss: 1.822 Epoch 1 Batch 634/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.243, Loss: 1.790 Epoch 1 Batch 635/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.241, Loss: 1.893 Epoch 1 Batch 636/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.241, Loss: 1.726 Epoch 1 Batch 637/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.242, Loss: 1.846 Epoch 1 Batch 638/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.242, Loss: 1.818 Epoch 1 Batch 639/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.241, Loss: 1.854 Epoch 1 Batch 640/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.241, Loss: 1.779 Epoch 1 Batch 641/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.242, Loss: 1.779 Epoch 1 Batch 642/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.241, Loss: 1.800 Epoch 1 Batch 643/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.242, Loss: 1.766 Epoch 1 Batch 644/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.242, Loss: 1.812 Epoch 1 Batch 645/1077 - Train Accuracy: 0.214, Validation Accuracy: 0.242, Loss: 1.840 Epoch 1 Batch 646/1077 - Train Accuracy: 0.212, Validation Accuracy: 0.242, Loss: 1.745 Epoch 1 Batch 647/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.242, Loss: 1.884 Epoch 1 Batch 648/1077 - Train Accuracy: 0.210, Validation Accuracy: 0.242, Loss: 1.793 Epoch 1 Batch 649/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.242, Loss: 1.845 Epoch 1 Batch 650/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.242, Loss: 1.859 Epoch 1 Batch 651/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.242, Loss: 1.767 Epoch 1 Batch 652/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.242, Loss: 1.903 Epoch 1 Batch 653/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.243, Loss: 1.809 Epoch 1 Batch 654/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.242, Loss: 1.794 Epoch 1 Batch 655/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.242, Loss: 1.857 Epoch 1 Batch 656/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.242, Loss: 1.835 Epoch 1 Batch 657/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.241, Loss: 1.872 Epoch 1 Batch 658/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.241, Loss: 1.741 Epoch 1 Batch 659/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.241, Loss: 1.815 Epoch 1 Batch 660/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.240, Loss: 1.814 Epoch 1 Batch 661/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.239, Loss: 1.758 Epoch 1 Batch 662/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.239, Loss: 1.802 Epoch 1 Batch 663/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.239, Loss: 1.783 Epoch 1 Batch 664/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.239, Loss: 1.834 Epoch 1 Batch 665/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.859 Epoch 1 Batch 666/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.240, Loss: 1.877 Epoch 1 Batch 667/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.240, Loss: 1.841 Epoch 1 Batch 668/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.240, Loss: 1.768 Epoch 1 Batch 669/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.240, Loss: 1.801 Epoch 1 Batch 670/1077 - Train Accuracy: 0.242, Validation Accuracy: 0.239, Loss: 1.772 Epoch 1 Batch 671/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.238, Loss: 1.841 Epoch 1 Batch 672/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.238, Loss: 1.735 Epoch 1 Batch 673/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.238, Loss: 1.830 Epoch 1 Batch 674/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.825 Epoch 1 Batch 675/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.239, Loss: 1.771 Epoch 1 Batch 676/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.240, Loss: 1.850 Epoch 1 Batch 677/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.239, Loss: 1.928 Epoch 1 Batch 678/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.240, Loss: 1.771 Epoch 1 Batch 679/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.240, Loss: 1.839 Epoch 1 Batch 680/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.241, Loss: 1.785 Epoch 1 Batch 681/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.240, Loss: 1.829 Epoch 1 Batch 682/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.239, Loss: 1.837 Epoch 1 Batch 683/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.239, Loss: 1.828 Epoch 1 Batch 684/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.239, Loss: 1.775 Epoch 1 Batch 685/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.239, Loss: 1.871 Epoch 1 Batch 686/1077 - Train Accuracy: 0.208, Validation Accuracy: 0.239, Loss: 1.737 Epoch 1 Batch 687/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.240, Loss: 1.811 Epoch 1 Batch 688/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.240, Loss: 1.748 Epoch 1 Batch 689/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.240, Loss: 1.771 Epoch 1 Batch 690/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.240, Loss: 1.803 Epoch 1 Batch 691/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.240, Loss: 1.910 Epoch 1 Batch 692/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.240, Loss: 1.804 Epoch 1 Batch 693/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.240, Loss: 1.874 Epoch 1 Batch 694/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.240, Loss: 1.748 Epoch 1 Batch 695/1077 - Train Accuracy: 0.172, Validation Accuracy: 0.240, Loss: 1.761 Epoch 1 Batch 696/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.240, Loss: 1.873 Epoch 1 Batch 697/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.240, Loss: 1.824 Epoch 1 Batch 698/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.239, Loss: 1.747 Epoch 1 Batch 699/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.240, Loss: 1.860 Epoch 1 Batch 700/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.239, Loss: 1.748 Epoch 1 Batch 701/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.240, Loss: 1.805 Epoch 1 Batch 702/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.241, Loss: 1.835 Epoch 1 Batch 703/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.242, Loss: 1.833 Epoch 1 Batch 704/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.242, Loss: 1.842 Epoch 1 Batch 705/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.243, Loss: 1.842 Epoch 1 Batch 706/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.243, Loss: 1.780 Epoch 1 Batch 707/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.243, Loss: 1.860 Epoch 1 Batch 708/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.242, Loss: 1.817 Epoch 1 Batch 709/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.241, Loss: 1.895 Epoch 1 Batch 710/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.240, Loss: 1.731 Epoch 1 Batch 711/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.240, Loss: 1.823 Epoch 1 Batch 712/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.239, Loss: 1.775 Epoch 1 Batch 713/1077 - Train Accuracy: 0.240, Validation Accuracy: 0.240, Loss: 1.676 Epoch 1 Batch 714/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.240, Loss: 1.909 Epoch 1 Batch 715/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.240, Loss: 1.857 Epoch 1 Batch 716/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.239, Loss: 1.718 Epoch 1 Batch 717/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.239, Loss: 1.821 Epoch 1 Batch 718/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.804 Epoch 1 Batch 719/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.706 Epoch 1 Batch 720/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.238, Loss: 1.875 Epoch 1 Batch 721/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.776 Epoch 1 Batch 722/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.778 Epoch 1 Batch 723/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.239, Loss: 1.770 Epoch 1 Batch 724/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.239, Loss: 1.857 Epoch 1 Batch 725/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.239, Loss: 1.777 Epoch 1 Batch 726/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 1.727 Epoch 1 Batch 727/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.239, Loss: 1.741 Epoch 1 Batch 728/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.239, Loss: 1.759 Epoch 1 Batch 729/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.240, Loss: 1.830 Epoch 1 Batch 730/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.240, Loss: 1.727 Epoch 1 Batch 731/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.242, Loss: 1.814 Epoch 1 Batch 732/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.243, Loss: 1.859 Epoch 1 Batch 733/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.243, Loss: 1.825 Epoch 1 Batch 734/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.243, Loss: 1.758 Epoch 1 Batch 735/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.241, Loss: 1.747 Epoch 1 Batch 736/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.241, Loss: 1.790 Epoch 1 Batch 737/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.240, Loss: 1.780 Epoch 1 Batch 738/1077 - Train Accuracy: 0.294, Validation Accuracy: 0.240, Loss: 1.700 Epoch 1 Batch 739/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.240, Loss: 1.769 Epoch 1 Batch 740/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.240, Loss: 1.842 Epoch 1 Batch 741/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.240, Loss: 1.738 Epoch 1 Batch 742/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.240, Loss: 1.806 Epoch 1 Batch 743/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.241, Loss: 1.816 Epoch 1 Batch 744/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.241, Loss: 1.756 Epoch 1 Batch 745/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.242, Loss: 1.850 Epoch 1 Batch 746/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.241, Loss: 1.760 Epoch 1 Batch 747/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.241, Loss: 1.830 Epoch 1 Batch 748/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.241, Loss: 1.772 Epoch 1 Batch 749/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.241, Loss: 1.771 Epoch 1 Batch 750/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.240, Loss: 1.749 Epoch 1 Batch 751/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.240, Loss: 1.820 Epoch 1 Batch 752/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.239, Loss: 1.761 Epoch 1 Batch 753/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.847 Epoch 1 Batch 754/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.825 Epoch 1 Batch 755/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.771 Epoch 1 Batch 756/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.778 Epoch 1 Batch 757/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.238, Loss: 1.861 Epoch 1 Batch 758/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.758 Epoch 1 Batch 759/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.236, Loss: 1.717 Epoch 1 Batch 760/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.784 Epoch 1 Batch 761/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.238, Loss: 1.791 Epoch 1 Batch 762/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.240, Loss: 1.723 Epoch 1 Batch 763/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.240, Loss: 1.734 Epoch 1 Batch 764/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.239, Loss: 1.788 Epoch 1 Batch 765/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.239, Loss: 1.759 Epoch 1 Batch 766/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.825 Epoch 1 Batch 767/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.240, Loss: 1.792 Epoch 1 Batch 768/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.241, Loss: 1.798 Epoch 1 Batch 769/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.241, Loss: 1.793 Epoch 1 Batch 770/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.241, Loss: 1.788 Epoch 1 Batch 771/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.240, Loss: 1.804 Epoch 1 Batch 772/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.240, Loss: 1.757 Epoch 1 Batch 773/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.239, Loss: 1.721 Epoch 1 Batch 774/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.240, Loss: 1.791 Epoch 1 Batch 775/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.240, Loss: 1.779 Epoch 1 Batch 776/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.239, Loss: 1.738 Epoch 1 Batch 777/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.239, Loss: 1.793 Epoch 1 Batch 778/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.240, Loss: 1.736 Epoch 1 Batch 779/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.240, Loss: 1.800 Epoch 1 Batch 780/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.240, Loss: 1.804 Epoch 1 Batch 781/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.241, Loss: 1.739 Epoch 1 Batch 782/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.241, Loss: 1.796 Epoch 1 Batch 783/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.241, Loss: 1.782 Epoch 1 Batch 784/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.241, Loss: 1.804 Epoch 1 Batch 785/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.241, Loss: 1.752 Epoch 1 Batch 786/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.241, Loss: 1.750 Epoch 1 Batch 787/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.241, Loss: 1.663 Epoch 1 Batch 788/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.241, Loss: 1.727 Epoch 1 Batch 789/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.241, Loss: 1.806 Epoch 1 Batch 790/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.241, Loss: 1.799 Epoch 1 Batch 791/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.241, Loss: 1.803 Epoch 1 Batch 792/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.241, Loss: 1.817 Epoch 1 Batch 793/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.241, Loss: 1.790 Epoch 1 Batch 794/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.241, Loss: 1.771 Epoch 1 Batch 795/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.241, Loss: 1.780 Epoch 1 Batch 796/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.241, Loss: 1.792 Epoch 1 Batch 797/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.241, Loss: 1.774 Epoch 1 Batch 798/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.241, Loss: 1.792 Epoch 1 Batch 799/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.241, Loss: 1.793 Epoch 1 Batch 800/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.240, Loss: 1.802 Epoch 1 Batch 801/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.240, Loss: 1.765 Epoch 1 Batch 802/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.240, Loss: 1.744 Epoch 1 Batch 803/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.240, Loss: 1.750 Epoch 1 Batch 804/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.239, Loss: 1.793 Epoch 1 Batch 805/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.240, Loss: 1.805 Epoch 1 Batch 806/1077 - Train Accuracy: 0.129, Validation Accuracy: 0.240, Loss: 1.752 Epoch 1 Batch 807/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.240, Loss: 1.755 Epoch 1 Batch 808/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.240, Loss: 1.825 Epoch 1 Batch 809/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.240, Loss: 1.815 Epoch 1 Batch 810/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.240, Loss: 1.743 Epoch 1 Batch 811/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.240, Loss: 1.660 Epoch 1 Batch 812/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.240, Loss: 1.783 Epoch 1 Batch 813/1077 - Train Accuracy: 0.208, Validation Accuracy: 0.240, Loss: 1.753 Epoch 1 Batch 814/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.240, Loss: 1.821 Epoch 1 Batch 815/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.239, Loss: 1.782 Epoch 1 Batch 816/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.239, Loss: 1.819 Epoch 1 Batch 817/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.239, Loss: 1.828 Epoch 1 Batch 818/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.730 Epoch 1 Batch 819/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.750 Epoch 1 Batch 820/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.858 Epoch 1 Batch 821/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.795 Epoch 1 Batch 822/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.716 Epoch 1 Batch 823/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.239, Loss: 1.770 Epoch 1 Batch 824/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.239, Loss: 1.756 Epoch 1 Batch 825/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.785 Epoch 1 Batch 826/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.239, Loss: 1.676 Epoch 1 Batch 827/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.239, Loss: 1.826 Epoch 1 Batch 828/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.752 Epoch 1 Batch 829/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.237, Loss: 1.764 Epoch 1 Batch 830/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.767 Epoch 1 Batch 831/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.238, Loss: 1.796 Epoch 1 Batch 832/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.746 Epoch 1 Batch 833/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.752 Epoch 1 Batch 834/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.237, Loss: 1.731 Epoch 1 Batch 835/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.791 Epoch 1 Batch 836/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.237, Loss: 1.829 Epoch 1 Batch 837/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.786 Epoch 1 Batch 838/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.719 Epoch 1 Batch 839/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.723 Epoch 1 Batch 840/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.672 Epoch 1 Batch 841/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.724 Epoch 1 Batch 842/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.734 Epoch 1 Batch 843/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 1.712 Epoch 1 Batch 844/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.730 Epoch 1 Batch 845/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.762 Epoch 1 Batch 846/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.766 Epoch 1 Batch 847/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.767 Epoch 1 Batch 848/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.708 Epoch 1 Batch 849/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.756 Epoch 1 Batch 850/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.238, Loss: 1.774 Epoch 1 Batch 851/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.765 Epoch 1 Batch 852/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.778 Epoch 1 Batch 853/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.237, Loss: 1.769 Epoch 1 Batch 854/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.770 Epoch 1 Batch 855/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.735 Epoch 1 Batch 856/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.708 Epoch 1 Batch 857/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.797 Epoch 1 Batch 858/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.237, Loss: 1.714 Epoch 1 Batch 859/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.739 Epoch 1 Batch 860/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.713 Epoch 1 Batch 861/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.735 Epoch 1 Batch 862/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.763 Epoch 1 Batch 863/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.721 Epoch 1 Batch 864/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.715 Epoch 1 Batch 865/1077 - Train Accuracy: 0.242, Validation Accuracy: 0.237, Loss: 1.667 Epoch 1 Batch 866/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.653 Epoch 1 Batch 867/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.749 Epoch 1 Batch 868/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.745 Epoch 1 Batch 869/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.771 Epoch 1 Batch 870/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.237, Loss: 1.761 Epoch 1 Batch 871/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.782 Epoch 1 Batch 872/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.730 Epoch 1 Batch 873/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.794 Epoch 1 Batch 874/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.238, Loss: 1.771 Epoch 1 Batch 875/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.753 Epoch 1 Batch 876/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.762 Epoch 1 Batch 877/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.790 Epoch 1 Batch 878/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.238, Loss: 1.735 Epoch 1 Batch 879/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.719 Epoch 1 Batch 880/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.724 Epoch 1 Batch 881/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.786 Epoch 1 Batch 882/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.806 Epoch 1 Batch 883/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.878 Epoch 1 Batch 884/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.717 Epoch 1 Batch 885/1077 - Train Accuracy: 0.240, Validation Accuracy: 0.237, Loss: 1.684 Epoch 1 Batch 886/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.743 Epoch 1 Batch 887/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.740 Epoch 1 Batch 888/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.748 Epoch 1 Batch 889/1077 - Train Accuracy: 0.172, Validation Accuracy: 0.238, Loss: 1.751 Epoch 1 Batch 890/1077 - Train Accuracy: 0.209, Validation Accuracy: 0.237, Loss: 1.676 Epoch 1 Batch 891/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.237, Loss: 1.766 Epoch 1 Batch 892/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.716 Epoch 1 Batch 893/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.733 Epoch 1 Batch 894/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.235, Loss: 1.691 Epoch 1 Batch 895/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.710 Epoch 1 Batch 896/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.779 Epoch 1 Batch 897/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 1.699 Epoch 1 Batch 898/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.769 Epoch 1 Batch 899/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.748 Epoch 1 Batch 900/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.730 Epoch 1 Batch 901/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.756 Epoch 1 Batch 902/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.237, Loss: 1.734 Epoch 1 Batch 903/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.782 Epoch 1 Batch 904/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.768 Epoch 1 Batch 905/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.687 Epoch 1 Batch 906/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.679 Epoch 1 Batch 907/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.711 Epoch 1 Batch 908/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.755 Epoch 1 Batch 909/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.782 Epoch 1 Batch 910/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.690 Epoch 1 Batch 911/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.237, Loss: 1.634 Epoch 1 Batch 912/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.747 Epoch 1 Batch 913/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.705 Epoch 1 Batch 914/1077 - Train Accuracy: 0.300, Validation Accuracy: 0.237, Loss: 1.612 Epoch 1 Batch 915/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.816 Epoch 1 Batch 916/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.802 Epoch 1 Batch 917/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.237, Loss: 1.776 Epoch 1 Batch 918/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.688 Epoch 1 Batch 919/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.681 Epoch 1 Batch 920/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.766 Epoch 1 Batch 921/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.783 Epoch 1 Batch 922/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.237, Loss: 1.742 Epoch 1 Batch 923/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.237, Loss: 1.831 Epoch 1 Batch 924/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.774 Epoch 1 Batch 925/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.237, Loss: 1.630 Epoch 1 Batch 926/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.748 Epoch 1 Batch 927/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.237, Loss: 1.690 Epoch 1 Batch 928/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.699 Epoch 1 Batch 929/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.796 Epoch 1 Batch 930/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.237, Loss: 1.716 Epoch 1 Batch 931/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.706 Epoch 1 Batch 932/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.237, Loss: 1.718 Epoch 1 Batch 933/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.757 Epoch 1 Batch 934/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.769 Epoch 1 Batch 935/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.767 Epoch 1 Batch 936/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.679 Epoch 1 Batch 937/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.237, Loss: 1.766 Epoch 1 Batch 938/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.799 Epoch 1 Batch 939/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.805 Epoch 1 Batch 940/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.732 Epoch 1 Batch 941/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.236, Loss: 1.644 Epoch 1 Batch 942/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.766 Epoch 1 Batch 943/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.679 Epoch 1 Batch 944/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.743 Epoch 1 Batch 945/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.664 Epoch 1 Batch 946/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.237, Loss: 1.766 Epoch 1 Batch 947/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.779 Epoch 1 Batch 948/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.770 Epoch 1 Batch 949/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.644 Epoch 1 Batch 950/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.789 Epoch 1 Batch 951/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.678 Epoch 1 Batch 952/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.727 Epoch 1 Batch 953/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.237, Loss: 1.745 Epoch 1 Batch 954/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.748 Epoch 1 Batch 955/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.686 Epoch 1 Batch 956/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.695 Epoch 1 Batch 957/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.711 Epoch 1 Batch 958/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.746 Epoch 1 Batch 959/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.716 Epoch 1 Batch 960/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.711 Epoch 1 Batch 961/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.775 Epoch 1 Batch 962/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.647 Epoch 1 Batch 963/1077 - Train Accuracy: 0.069, Validation Accuracy: 0.237, Loss: 1.776 Epoch 1 Batch 964/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.689 Epoch 1 Batch 965/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.237, Loss: 1.779 Epoch 1 Batch 966/1077 - Train Accuracy: 0.266, Validation Accuracy: 0.237, Loss: 1.613 Epoch 1 Batch 967/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.237, Loss: 1.716 Epoch 1 Batch 968/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.237, Loss: 1.759 Epoch 1 Batch 969/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.648 Epoch 1 Batch 970/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.675 Epoch 1 Batch 971/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.664 Epoch 1 Batch 972/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.710 Epoch 1 Batch 973/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.655 Epoch 1 Batch 974/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.710 Epoch 1 Batch 975/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.237, Loss: 1.672 Epoch 1 Batch 976/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.674 Epoch 1 Batch 977/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.237, Loss: 1.667 Epoch 1 Batch 978/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.744 Epoch 1 Batch 979/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.750 Epoch 1 Batch 980/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.770 Epoch 1 Batch 981/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.698 Epoch 1 Batch 982/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.735 Epoch 1 Batch 983/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.728 Epoch 1 Batch 984/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.815 Epoch 1 Batch 985/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.643 Epoch 1 Batch 986/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.761 Epoch 1 Batch 987/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.660 Epoch 1 Batch 988/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.237, Loss: 1.774 Epoch 1 Batch 989/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.747 Epoch 1 Batch 990/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.237, Loss: 1.693 Epoch 1 Batch 991/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.237, Loss: 1.771 Epoch 1 Batch 992/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.684 Epoch 1 Batch 993/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.676 Epoch 1 Batch 994/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.699 Epoch 1 Batch 995/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.656 Epoch 1 Batch 996/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.749 Epoch 1 Batch 997/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.792 Epoch 1 Batch 998/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.237, Loss: 1.667 Epoch 1 Batch 999/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.748 Epoch 1 Batch 1000/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.683 Epoch 1 Batch 1001/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.237, Loss: 1.593 Epoch 1 Batch 1002/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.693 Epoch 1 Batch 1003/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.237, Loss: 1.719 Epoch 1 Batch 1004/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.751 Epoch 1 Batch 1005/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.713 Epoch 1 Batch 1006/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.681 Epoch 1 Batch 1007/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.620 Epoch 1 Batch 1008/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.740 Epoch 1 Batch 1009/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.671 Epoch 1 Batch 1010/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.771 Epoch 1 Batch 1011/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.759 Epoch 1 Batch 1012/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.236, Loss: 1.681 Epoch 1 Batch 1013/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.720 Epoch 1 Batch 1014/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.774 Epoch 1 Batch 1015/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.741 Epoch 1 Batch 1016/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.237, Loss: 1.776 Epoch 1 Batch 1017/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.237, Loss: 1.738 Epoch 1 Batch 1018/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.237, Loss: 1.627 Epoch 1 Batch 1019/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.237, Loss: 1.717 Epoch 1 Batch 1020/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.683 Epoch 1 Batch 1021/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.713 Epoch 1 Batch 1022/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.665 Epoch 1 Batch 1023/1077 - Train Accuracy: 0.238, Validation Accuracy: 0.237, Loss: 1.655 Epoch 1 Batch 1024/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.738 Epoch 1 Batch 1025/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.673 Epoch 1 Batch 1026/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.237, Loss: 1.635 Epoch 1 Batch 1027/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.735 Epoch 1 Batch 1028/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.721 Epoch 1 Batch 1029/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.693 Epoch 1 Batch 1030/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.659 Epoch 1 Batch 1031/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.237, Loss: 1.730 Epoch 1 Batch 1032/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.680 Epoch 1 Batch 1033/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 1.699 Epoch 1 Batch 1034/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.237, Loss: 1.751 Epoch 1 Batch 1035/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.655 Epoch 1 Batch 1036/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.719 Epoch 1 Batch 1037/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.765 Epoch 1 Batch 1038/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.780 Epoch 1 Batch 1039/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.677 Epoch 1 Batch 1040/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.237, Loss: 1.787 Epoch 1 Batch 1041/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.689 Epoch 1 Batch 1042/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.719 Epoch 1 Batch 1043/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.732 Epoch 1 Batch 1044/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.655 Epoch 1 Batch 1045/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.237, Loss: 1.733 Epoch 1 Batch 1046/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.637 Epoch 1 Batch 1047/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.752 Epoch 1 Batch 1048/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.694 Epoch 1 Batch 1049/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.685 Epoch 1 Batch 1050/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.738 Epoch 1 Batch 1051/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.730 Epoch 1 Batch 1052/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 1.655 Epoch 1 Batch 1053/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.613 Epoch 1 Batch 1054/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.710 Epoch 1 Batch 1055/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.784 Epoch 1 Batch 1056/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.681 Epoch 1 Batch 1057/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.235, Loss: 1.747 Epoch 1 Batch 1058/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.235, Loss: 1.770 Epoch 1 Batch 1059/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.235, Loss: 1.832 Epoch 1 Batch 1060/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.749 Epoch 1 Batch 1061/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.708 Epoch 1 Batch 1062/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.712 Epoch 1 Batch 1063/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.656 Epoch 1 Batch 1064/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.725 Epoch 1 Batch 1065/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.742 Epoch 1 Batch 1066/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.673 Epoch 1 Batch 1067/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.658 Epoch 1 Batch 1068/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.679 Epoch 1 Batch 1069/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.236, Loss: 1.630 Epoch 1 Batch 1070/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.733 Epoch 1 Batch 1071/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.734 Epoch 1 Batch 1072/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.721 Epoch 1 Batch 1073/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.705 Epoch 1 Batch 1074/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.701 Epoch 1 Batch 1075/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.728 Epoch 2 Batch 0/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.649 Epoch 2 Batch 1/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.681 Epoch 2 Batch 2/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.237, Loss: 1.720 Epoch 2 Batch 3/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.645 Epoch 2 Batch 4/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.237, Loss: 1.710 Epoch 2 Batch 5/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.747 Epoch 2 Batch 6/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.770 Epoch 2 Batch 7/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.688 Epoch 2 Batch 8/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.671 Epoch 2 Batch 9/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.711 Epoch 2 Batch 10/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.762 Epoch 2 Batch 11/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.695 Epoch 2 Batch 12/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.703 Epoch 2 Batch 13/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.634 Epoch 2 Batch 14/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.657 Epoch 2 Batch 15/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.653 Epoch 2 Batch 16/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.627 Epoch 2 Batch 17/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.625 Epoch 2 Batch 18/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.691 Epoch 2 Batch 19/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.749 Epoch 2 Batch 20/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.684 Epoch 2 Batch 21/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.750 Epoch 2 Batch 22/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.739 Epoch 2 Batch 23/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.727 Epoch 2 Batch 24/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.686 Epoch 2 Batch 25/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.699 Epoch 2 Batch 26/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.728 Epoch 2 Batch 27/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.659 Epoch 2 Batch 28/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.677 Epoch 2 Batch 29/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.688 Epoch 2 Batch 30/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.663 Epoch 2 Batch 31/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.678 Epoch 2 Batch 32/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.650 Epoch 2 Batch 33/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.606 Epoch 2 Batch 34/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.772 Epoch 2 Batch 35/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.677 Epoch 2 Batch 36/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.664 Epoch 2 Batch 37/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.662 Epoch 2 Batch 38/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.237, Loss: 1.741 Epoch 2 Batch 39/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.787 Epoch 2 Batch 40/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.684 Epoch 2 Batch 41/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.671 Epoch 2 Batch 42/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.641 Epoch 2 Batch 43/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.237, Loss: 1.636 Epoch 2 Batch 44/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.755 Epoch 2 Batch 45/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.693 Epoch 2 Batch 46/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.237, Loss: 1.706 Epoch 2 Batch 47/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.668 Epoch 2 Batch 48/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.709 Epoch 2 Batch 49/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.237, Loss: 1.714 Epoch 2 Batch 50/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.237, Loss: 1.705 Epoch 2 Batch 51/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.635 Epoch 2 Batch 52/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.685 Epoch 2 Batch 53/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.237, Loss: 1.647 Epoch 2 Batch 54/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.688 Epoch 2 Batch 55/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.685 Epoch 2 Batch 56/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.654 Epoch 2 Batch 57/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.237, Loss: 1.560 Epoch 2 Batch 58/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.676 Epoch 2 Batch 59/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.712 Epoch 2 Batch 60/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.622 Epoch 2 Batch 61/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.725 Epoch 2 Batch 62/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.236, Loss: 1.743 Epoch 2 Batch 63/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.236, Loss: 1.617 Epoch 2 Batch 64/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.640 Epoch 2 Batch 65/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.236, Loss: 1.719 Epoch 2 Batch 66/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.236, Loss: 1.680 Epoch 2 Batch 67/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.669 Epoch 2 Batch 68/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.660 Epoch 2 Batch 69/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.655 Epoch 2 Batch 70/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.235, Loss: 1.728 Epoch 2 Batch 71/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.669 Epoch 2 Batch 72/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.716 Epoch 2 Batch 73/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.716 Epoch 2 Batch 74/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.235, Loss: 1.671 Epoch 2 Batch 75/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.699 Epoch 2 Batch 76/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.637 Epoch 2 Batch 77/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.669 Epoch 2 Batch 78/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.235, Loss: 1.722 Epoch 2 Batch 79/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.654 Epoch 2 Batch 80/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.675 Epoch 2 Batch 81/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.633 Epoch 2 Batch 82/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.237, Loss: 1.577 Epoch 2 Batch 83/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.237, Loss: 1.726 Epoch 2 Batch 84/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.683 Epoch 2 Batch 85/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.639 Epoch 2 Batch 86/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.661 Epoch 2 Batch 87/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.635 Epoch 2 Batch 88/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.722 Epoch 2 Batch 89/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.682 Epoch 2 Batch 90/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.728 Epoch 2 Batch 91/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.238, Loss: 1.603 Epoch 2 Batch 92/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.238, Loss: 1.645 Epoch 2 Batch 93/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.720 Epoch 2 Batch 94/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.616 Epoch 2 Batch 95/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.679 Epoch 2 Batch 96/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.598 Epoch 2 Batch 97/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.686 Epoch 2 Batch 98/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.618 Epoch 2 Batch 99/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.694 Epoch 2 Batch 100/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.692 Epoch 2 Batch 101/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.673 Epoch 2 Batch 102/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.654 Epoch 2 Batch 103/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.237, Loss: 1.711 Epoch 2 Batch 104/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.237, Loss: 1.677 Epoch 2 Batch 105/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.624 Epoch 2 Batch 106/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.236, Loss: 1.713 Epoch 2 Batch 107/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.672 Epoch 2 Batch 108/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.236, Loss: 1.589 Epoch 2 Batch 109/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.633 Epoch 2 Batch 110/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.236, Loss: 1.619 Epoch 2 Batch 111/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.639 Epoch 2 Batch 112/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.652 Epoch 2 Batch 113/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.617 Epoch 2 Batch 114/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.630 Epoch 2 Batch 115/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.656 Epoch 2 Batch 116/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.235, Loss: 1.732 Epoch 2 Batch 117/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 1.762 Epoch 2 Batch 118/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.235, Loss: 1.735 Epoch 2 Batch 119/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.751 Epoch 2 Batch 120/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.720 Epoch 2 Batch 121/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.633 Epoch 2 Batch 122/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.653 Epoch 2 Batch 123/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.631 Epoch 2 Batch 124/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.669 Epoch 2 Batch 125/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.670 Epoch 2 Batch 126/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.236, Loss: 1.674 Epoch 2 Batch 127/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.679 Epoch 2 Batch 128/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 1.594 Epoch 2 Batch 129/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.632 Epoch 2 Batch 130/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.622 Epoch 2 Batch 131/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.699 Epoch 2 Batch 132/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 1.667 Epoch 2 Batch 133/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 1.657 Epoch 2 Batch 134/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.235, Loss: 1.587 Epoch 2 Batch 135/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.235, Loss: 1.679 Epoch 2 Batch 136/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.621 Epoch 2 Batch 137/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.637 Epoch 2 Batch 138/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.698 Epoch 2 Batch 139/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.643 Epoch 2 Batch 140/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.235, Loss: 1.673 Epoch 2 Batch 141/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.657 Epoch 2 Batch 142/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.656 Epoch 2 Batch 143/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.642 Epoch 2 Batch 144/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.235, Loss: 1.724 Epoch 2 Batch 145/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.235, Loss: 1.671 Epoch 2 Batch 146/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.655 Epoch 2 Batch 147/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.670 Epoch 2 Batch 148/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.608 Epoch 2 Batch 149/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.660 Epoch 2 Batch 150/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.236, Loss: 1.623 Epoch 2 Batch 151/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.236, Loss: 1.639 Epoch 2 Batch 152/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.236, Loss: 1.606 Epoch 2 Batch 153/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.627 Epoch 2 Batch 154/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.236, Loss: 1.698 Epoch 2 Batch 155/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.668 Epoch 2 Batch 156/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.655 Epoch 2 Batch 157/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.236, Loss: 1.655 Epoch 2 Batch 158/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.649 Epoch 2 Batch 159/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.619 Epoch 2 Batch 160/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.623 Epoch 2 Batch 161/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.674 Epoch 2 Batch 162/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.675 Epoch 2 Batch 163/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.236, Loss: 1.642 Epoch 2 Batch 164/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.674 Epoch 2 Batch 165/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.664 Epoch 2 Batch 166/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.236, Loss: 1.601 Epoch 2 Batch 167/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.632 Epoch 2 Batch 168/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.236, Loss: 1.697 Epoch 2 Batch 169/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.613 Epoch 2 Batch 170/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.237, Loss: 1.756 Epoch 2 Batch 171/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.237, Loss: 1.569 Epoch 2 Batch 172/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.579 Epoch 2 Batch 173/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.237, Loss: 1.762 Epoch 2 Batch 174/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.578 Epoch 2 Batch 175/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.619 Epoch 2 Batch 176/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.695 Epoch 2 Batch 177/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.236, Loss: 1.659 Epoch 2 Batch 178/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.603 Epoch 2 Batch 179/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.236, Loss: 1.683 Epoch 2 Batch 180/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.695 Epoch 2 Batch 181/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.677 Epoch 2 Batch 182/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.642 Epoch 2 Batch 183/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.696 Epoch 2 Batch 184/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.636 Epoch 2 Batch 185/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.684 Epoch 2 Batch 186/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.235, Loss: 1.707 Epoch 2 Batch 187/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.555 Epoch 2 Batch 188/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.698 Epoch 2 Batch 189/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.666 Epoch 2 Batch 190/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.665 Epoch 2 Batch 191/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.235, Loss: 1.549 Epoch 2 Batch 192/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 1.620 Epoch 2 Batch 193/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.235, Loss: 1.604 Epoch 2 Batch 194/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 1.604 Epoch 2 Batch 195/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.608 Epoch 2 Batch 196/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.662 Epoch 2 Batch 197/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.235, Loss: 1.628 Epoch 2 Batch 198/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 1.613 Epoch 2 Batch 199/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.681 Epoch 2 Batch 200/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.617 Epoch 2 Batch 201/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.629 Epoch 2 Batch 202/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.641 Epoch 2 Batch 203/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.661 Epoch 2 Batch 204/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.644 Epoch 2 Batch 205/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.671 Epoch 2 Batch 206/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.696 Epoch 2 Batch 207/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.675 Epoch 2 Batch 208/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 1.668 Epoch 2 Batch 209/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 1.566 Epoch 2 Batch 210/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.235, Loss: 1.684 Epoch 2 Batch 211/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.647 Epoch 2 Batch 212/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 1.613 Epoch 2 Batch 213/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.632 Epoch 2 Batch 214/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.631 Epoch 2 Batch 215/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.685 Epoch 2 Batch 216/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.676 Epoch 2 Batch 217/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.627 Epoch 2 Batch 218/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.235, Loss: 1.711 Epoch 2 Batch 219/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.235, Loss: 1.647 Epoch 2 Batch 220/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.235, Loss: 1.686 Epoch 2 Batch 221/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.235, Loss: 1.686 Epoch 2 Batch 222/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.692 Epoch 2 Batch 223/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.616 Epoch 2 Batch 224/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.638 Epoch 2 Batch 225/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.644 Epoch 2 Batch 226/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.630 Epoch 2 Batch 227/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.674 Epoch 2 Batch 228/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.667 Epoch 2 Batch 229/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.235, Loss: 1.613 Epoch 2 Batch 230/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.547 Epoch 2 Batch 231/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.657 Epoch 2 Batch 232/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 1.683 Epoch 2 Batch 233/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.671 Epoch 2 Batch 234/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.234, Loss: 1.661 Epoch 2 Batch 235/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 1.647 Epoch 2 Batch 236/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.712 Epoch 2 Batch 237/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.576 Epoch 2 Batch 238/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.583 Epoch 2 Batch 239/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.566 Epoch 2 Batch 240/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.562 Epoch 2 Batch 241/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.584 Epoch 2 Batch 242/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.598 Epoch 2 Batch 243/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.653 Epoch 2 Batch 244/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.234, Loss: 1.574 Epoch 2 Batch 245/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.610 Epoch 2 Batch 246/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.676 Epoch 2 Batch 247/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.567 Epoch 2 Batch 248/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.604 Epoch 2 Batch 249/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 1.670 Epoch 2 Batch 250/1077 - Train Accuracy: 0.241, Validation Accuracy: 0.234, Loss: 1.575 Epoch 2 Batch 251/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 1.545 Epoch 2 Batch 252/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.234, Loss: 1.679 Epoch 2 Batch 253/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.234, Loss: 1.607 Epoch 2 Batch 254/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.644 Epoch 2 Batch 255/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 1.628 Epoch 2 Batch 256/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.722 Epoch 2 Batch 257/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 1.568 Epoch 2 Batch 258/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 1.649 Epoch 2 Batch 259/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.601 Epoch 2 Batch 260/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.630 Epoch 2 Batch 261/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.235, Loss: 1.611 Epoch 2 Batch 262/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.623 Epoch 2 Batch 263/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.669 Epoch 2 Batch 264/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.597 Epoch 2 Batch 265/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.638 Epoch 2 Batch 266/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.628 Epoch 2 Batch 267/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.235, Loss: 1.590 Epoch 2 Batch 268/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.235, Loss: 1.682 Epoch 2 Batch 269/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.236, Loss: 1.677 Epoch 2 Batch 270/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.673 Epoch 2 Batch 271/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.671 Epoch 2 Batch 272/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.572 Epoch 2 Batch 273/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 1.588 Epoch 2 Batch 274/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.599 Epoch 2 Batch 275/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.627 Epoch 2 Batch 276/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.620 Epoch 2 Batch 277/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.627 Epoch 2 Batch 278/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.723 Epoch 2 Batch 279/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.731 Epoch 2 Batch 280/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.682 Epoch 2 Batch 281/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.661 Epoch 2 Batch 282/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.681 Epoch 2 Batch 283/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.601 Epoch 2 Batch 284/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.689 Epoch 2 Batch 285/1077 - Train Accuracy: 0.208, Validation Accuracy: 0.235, Loss: 1.619 Epoch 2 Batch 286/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.236, Loss: 1.583 Epoch 2 Batch 287/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.235, Loss: 1.686 Epoch 2 Batch 288/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.684 Epoch 2 Batch 289/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.235, Loss: 1.625 Epoch 2 Batch 290/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.593 Epoch 2 Batch 291/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 1.671 Epoch 2 Batch 292/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.576 Epoch 2 Batch 293/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.678 Epoch 2 Batch 294/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.234, Loss: 1.563 Epoch 2 Batch 295/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.234, Loss: 1.656 Epoch 2 Batch 296/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 1.558 Epoch 2 Batch 297/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.682 Epoch 2 Batch 298/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.702 Epoch 2 Batch 299/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.235, Loss: 1.571 Epoch 2 Batch 300/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.235, Loss: 1.663 Epoch 2 Batch 301/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.659 Epoch 2 Batch 302/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.626 Epoch 2 Batch 303/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.236, Loss: 1.618 Epoch 2 Batch 304/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.237, Loss: 1.639 Epoch 2 Batch 305/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.606 Epoch 2 Batch 306/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.236, Loss: 1.562 Epoch 2 Batch 307/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.236, Loss: 1.596 Epoch 2 Batch 308/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.237, Loss: 1.618 Epoch 2 Batch 309/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.237, Loss: 1.608 Epoch 2 Batch 310/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.651 Epoch 2 Batch 311/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 1.613 Epoch 2 Batch 312/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.663 Epoch 2 Batch 313/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.591 Epoch 2 Batch 314/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.626 Epoch 2 Batch 315/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.613 Epoch 2 Batch 316/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.614 Epoch 2 Batch 317/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.649 Epoch 2 Batch 318/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.625 Epoch 2 Batch 319/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.621 Epoch 2 Batch 320/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.629 Epoch 2 Batch 321/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.604 Epoch 2 Batch 322/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.235, Loss: 1.579 Epoch 2 Batch 323/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.574 Epoch 2 Batch 324/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.621 Epoch 2 Batch 325/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.618 Epoch 2 Batch 326/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.540 Epoch 2 Batch 327/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.634 Epoch 2 Batch 328/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.593 Epoch 2 Batch 329/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.680 Epoch 2 Batch 330/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.606 Epoch 2 Batch 331/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.234, Loss: 1.599 Epoch 2 Batch 332/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 1.545 Epoch 2 Batch 333/1077 - Train Accuracy: 0.130, Validation Accuracy: 0.234, Loss: 1.681 Epoch 2 Batch 334/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.603 Epoch 2 Batch 335/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.529 Epoch 2 Batch 336/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.628 Epoch 2 Batch 337/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.630 Epoch 2 Batch 338/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.615 Epoch 2 Batch 339/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.665 Epoch 2 Batch 340/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.235, Loss: 1.640 Epoch 2 Batch 341/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.679 Epoch 2 Batch 342/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.548 Epoch 2 Batch 343/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.655 Epoch 2 Batch 344/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.594 Epoch 2 Batch 345/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.615 Epoch 2 Batch 346/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.669 Epoch 2 Batch 347/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 1.545 Epoch 2 Batch 348/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 1.601 Epoch 2 Batch 349/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.682 Epoch 2 Batch 350/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.697 Epoch 2 Batch 351/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.704 Epoch 2 Batch 352/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.674 Epoch 2 Batch 353/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.235, Loss: 1.737 Epoch 2 Batch 354/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.607 Epoch 2 Batch 355/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.669 Epoch 2 Batch 356/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.610 Epoch 2 Batch 357/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.236, Loss: 1.582 Epoch 2 Batch 358/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.577 Epoch 2 Batch 359/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.689 Epoch 2 Batch 360/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.642 Epoch 2 Batch 361/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.236, Loss: 1.701 Epoch 2 Batch 362/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.586 Epoch 2 Batch 363/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.623 Epoch 2 Batch 364/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.608 Epoch 2 Batch 365/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.638 Epoch 2 Batch 366/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.650 Epoch 2 Batch 367/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.235, Loss: 1.574 Epoch 2 Batch 368/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.663 Epoch 2 Batch 369/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.595 Epoch 2 Batch 370/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.236, Loss: 1.593 Epoch 2 Batch 371/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.621 Epoch 2 Batch 372/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.608 Epoch 2 Batch 373/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.236, Loss: 1.523 Epoch 2 Batch 374/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.732 Epoch 2 Batch 375/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.236, Loss: 1.526 Epoch 2 Batch 376/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.236, Loss: 1.588 Epoch 2 Batch 377/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.622 Epoch 2 Batch 378/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.631 Epoch 2 Batch 379/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.586 Epoch 2 Batch 380/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.620 Epoch 2 Batch 381/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.600 Epoch 2 Batch 382/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.625 Epoch 2 Batch 383/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 1.586 Epoch 2 Batch 384/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.612 Epoch 2 Batch 385/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.616 Epoch 2 Batch 386/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 1.640 Epoch 2 Batch 387/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.625 Epoch 2 Batch 388/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.631 Epoch 2 Batch 389/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.597 Epoch 2 Batch 390/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.638 Epoch 2 Batch 391/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.234, Loss: 1.612 Epoch 2 Batch 392/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.592 Epoch 2 Batch 393/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 1.551 Epoch 2 Batch 394/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.658 Epoch 2 Batch 395/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 1.552 Epoch 2 Batch 396/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 1.605 Epoch 2 Batch 397/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.552 Epoch 2 Batch 398/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.235, Loss: 1.709 Epoch 2 Batch 399/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.236, Loss: 1.624 Epoch 2 Batch 400/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.632 Epoch 2 Batch 401/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.542 Epoch 2 Batch 402/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.572 Epoch 2 Batch 403/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.599 Epoch 2 Batch 404/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.542 Epoch 2 Batch 405/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.236, Loss: 1.677 Epoch 2 Batch 406/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.236, Loss: 1.637 Epoch 2 Batch 407/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.598 Epoch 2 Batch 408/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.621 Epoch 2 Batch 409/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.615 Epoch 2 Batch 410/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.236, Loss: 1.645 Epoch 2 Batch 411/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.237, Loss: 1.615 Epoch 2 Batch 412/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.601 Epoch 2 Batch 413/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.614 Epoch 2 Batch 414/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.605 Epoch 2 Batch 415/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.569 Epoch 2 Batch 416/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.237, Loss: 1.608 Epoch 2 Batch 417/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.641 Epoch 2 Batch 418/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.620 Epoch 2 Batch 419/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.687 Epoch 2 Batch 420/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.604 Epoch 2 Batch 421/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.236, Loss: 1.584 Epoch 2 Batch 422/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.236, Loss: 1.608 Epoch 2 Batch 423/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.602 Epoch 2 Batch 424/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.623 Epoch 2 Batch 425/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.236, Loss: 1.564 Epoch 2 Batch 426/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.614 Epoch 2 Batch 427/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.236, Loss: 1.651 Epoch 2 Batch 428/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.237, Loss: 1.575 Epoch 2 Batch 429/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.671 Epoch 2 Batch 430/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.594 Epoch 2 Batch 431/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.559 Epoch 2 Batch 432/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.236, Loss: 1.586 Epoch 2 Batch 433/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.601 Epoch 2 Batch 434/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.621 Epoch 2 Batch 435/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.236, Loss: 1.707 Epoch 2 Batch 436/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.236, Loss: 1.615 Epoch 2 Batch 437/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.650 Epoch 2 Batch 438/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.579 Epoch 2 Batch 439/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.634 Epoch 2 Batch 440/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.672 Epoch 2 Batch 441/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.236, Loss: 1.606 Epoch 2 Batch 442/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.602 Epoch 2 Batch 443/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.236, Loss: 1.563 Epoch 2 Batch 444/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.608 Epoch 2 Batch 445/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.236, Loss: 1.603 Epoch 2 Batch 446/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.236, Loss: 1.546 Epoch 2 Batch 447/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.599 Epoch 2 Batch 448/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.580 Epoch 2 Batch 449/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.631 Epoch 2 Batch 450/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.641 Epoch 2 Batch 451/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.572 Epoch 2 Batch 452/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.589 Epoch 2 Batch 453/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.236, Loss: 1.575 Epoch 2 Batch 454/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.613 Epoch 2 Batch 455/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.235, Loss: 1.518 Epoch 2 Batch 456/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.633 Epoch 2 Batch 457/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.539 Epoch 2 Batch 458/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.609 Epoch 2 Batch 459/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.236, Loss: 1.594 Epoch 2 Batch 460/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.587 Epoch 2 Batch 461/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.633 Epoch 2 Batch 462/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.574 Epoch 2 Batch 463/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.620 Epoch 2 Batch 464/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.236, Loss: 1.566 Epoch 2 Batch 465/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.236, Loss: 1.660 Epoch 2 Batch 466/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.610 Epoch 2 Batch 467/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.236, Loss: 1.574 Epoch 2 Batch 468/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.572 Epoch 2 Batch 469/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.644 Epoch 2 Batch 470/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.236, Loss: 1.610 Epoch 2 Batch 471/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.534 Epoch 2 Batch 472/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.236, Loss: 1.559 Epoch 2 Batch 473/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.637 Epoch 2 Batch 474/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.656 Epoch 2 Batch 475/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.236, Loss: 1.569 Epoch 2 Batch 476/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.236, Loss: 1.667 Epoch 2 Batch 477/1077 - Train Accuracy: 0.209, Validation Accuracy: 0.236, Loss: 1.583 Epoch 2 Batch 478/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.236, Loss: 1.666 Epoch 2 Batch 479/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.608 Epoch 2 Batch 480/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.236, Loss: 1.571 Epoch 2 Batch 481/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.602 Epoch 2 Batch 482/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.236, Loss: 1.624 Epoch 2 Batch 483/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.553 Epoch 2 Batch 484/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.236, Loss: 1.673 Epoch 2 Batch 485/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.609 Epoch 2 Batch 486/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.236, Loss: 1.596 Epoch 2 Batch 487/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.236, Loss: 1.559 Epoch 2 Batch 488/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.236, Loss: 1.616 Epoch 2 Batch 489/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.236, Loss: 1.523 Epoch 2 Batch 490/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.588 Epoch 2 Batch 491/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.606 Epoch 2 Batch 492/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.644 Epoch 2 Batch 493/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 1.501 Epoch 2 Batch 494/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.570 Epoch 2 Batch 495/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.593 Epoch 2 Batch 496/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.627 Epoch 2 Batch 497/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.235, Loss: 1.706 Epoch 2 Batch 498/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.577 Epoch 2 Batch 499/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.235, Loss: 1.551 Epoch 2 Batch 500/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.578 Epoch 2 Batch 501/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.568 Epoch 2 Batch 502/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.512 Epoch 2 Batch 503/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.587 Epoch 2 Batch 504/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.651 Epoch 2 Batch 505/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.508 Epoch 2 Batch 506/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.621 Epoch 2 Batch 507/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.236, Loss: 1.667 Epoch 2 Batch 508/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.550 Epoch 2 Batch 509/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.613 Epoch 2 Batch 510/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.603 Epoch 2 Batch 511/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.235, Loss: 1.576 Epoch 2 Batch 512/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.560 Epoch 2 Batch 513/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.572 Epoch 2 Batch 514/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.599 Epoch 2 Batch 515/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 1.657 Epoch 2 Batch 516/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.236, Loss: 1.511 Epoch 2 Batch 517/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.236, Loss: 1.540 Epoch 2 Batch 518/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.236, Loss: 1.578 Epoch 2 Batch 519/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.590 Epoch 2 Batch 520/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.236, Loss: 1.551 Epoch 2 Batch 521/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.236, Loss: 1.558 Epoch 2 Batch 522/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.686 Epoch 2 Batch 523/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.609 Epoch 2 Batch 524/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.619 Epoch 2 Batch 525/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.236, Loss: 1.650 Epoch 2 Batch 526/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.591 Epoch 2 Batch 527/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.236, Loss: 1.647 Epoch 2 Batch 528/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.629 Epoch 2 Batch 529/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.545 Epoch 2 Batch 530/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.639 Epoch 2 Batch 531/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.610 Epoch 2 Batch 532/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.236, Loss: 1.588 Epoch 2 Batch 533/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.599 Epoch 2 Batch 534/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.536 Epoch 2 Batch 535/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.544 Epoch 2 Batch 536/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.599 Epoch 2 Batch 537/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.589 Epoch 2 Batch 538/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.558 Epoch 2 Batch 539/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.624 Epoch 2 Batch 540/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.487 Epoch 2 Batch 541/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.608 Epoch 2 Batch 542/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.236, Loss: 1.594 Epoch 2 Batch 543/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.617 Epoch 2 Batch 544/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.618 Epoch 2 Batch 545/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.643 Epoch 2 Batch 546/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.610 Epoch 2 Batch 547/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.537 Epoch 2 Batch 548/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.592 Epoch 2 Batch 549/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.619 Epoch 2 Batch 550/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.622 Epoch 2 Batch 551/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.682 Epoch 2 Batch 552/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.611 Epoch 2 Batch 553/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.553 Epoch 2 Batch 554/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.236, Loss: 1.573 Epoch 2 Batch 555/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.543 Epoch 2 Batch 556/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.557 Epoch 2 Batch 557/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.640 Epoch 2 Batch 558/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.602 Epoch 2 Batch 559/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.566 Epoch 2 Batch 560/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.581 Epoch 2 Batch 561/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.534 Epoch 2 Batch 562/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.236, Loss: 1.531 Epoch 2 Batch 563/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.649 Epoch 2 Batch 564/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.236, Loss: 1.608 Epoch 2 Batch 565/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.236, Loss: 1.603 Epoch 2 Batch 566/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.612 Epoch 2 Batch 567/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.597 Epoch 2 Batch 568/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.236, Loss: 1.645 Epoch 2 Batch 569/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.660 Epoch 2 Batch 570/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.236, Loss: 1.579 Epoch 2 Batch 571/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.236, Loss: 1.592 Epoch 2 Batch 572/1077 - Train Accuracy: 0.207, Validation Accuracy: 0.236, Loss: 1.592 Epoch 2 Batch 573/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.608 Epoch 2 Batch 574/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.236, Loss: 1.613 Epoch 2 Batch 575/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.604 Epoch 2 Batch 576/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.236, Loss: 1.570 Epoch 2 Batch 577/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.236, Loss: 1.601 Epoch 2 Batch 578/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.610 Epoch 2 Batch 579/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.576 Epoch 2 Batch 580/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.236, Loss: 1.519 Epoch 2 Batch 581/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.549 Epoch 2 Batch 582/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.575 Epoch 2 Batch 583/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.236, Loss: 1.593 Epoch 2 Batch 584/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.236, Loss: 1.584 Epoch 2 Batch 585/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.236, Loss: 1.598 Epoch 2 Batch 586/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.236, Loss: 1.603 Epoch 2 Batch 587/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.511 Epoch 2 Batch 588/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.609 Epoch 2 Batch 589/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.592 Epoch 2 Batch 590/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.236, Loss: 1.610 Epoch 2 Batch 591/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.236, Loss: 1.533 Epoch 2 Batch 592/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.542 Epoch 2 Batch 593/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.582 Epoch 2 Batch 594/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.546 Epoch 2 Batch 595/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.600 Epoch 2 Batch 596/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.616 Epoch 2 Batch 597/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.594 Epoch 2 Batch 598/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.236, Loss: 1.584 Epoch 2 Batch 599/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.657 Epoch 2 Batch 600/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.236, Loss: 1.551 Epoch 2 Batch 601/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.592 Epoch 2 Batch 602/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.536 Epoch 2 Batch 603/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.604 Epoch 2 Batch 604/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.613 Epoch 2 Batch 605/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.236, Loss: 1.614 Epoch 2 Batch 606/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.236, Loss: 1.549 Epoch 2 Batch 607/1077 - Train Accuracy: 0.241, Validation Accuracy: 0.236, Loss: 1.537 Epoch 2 Batch 608/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.567 Epoch 2 Batch 609/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.594 Epoch 2 Batch 610/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.236, Loss: 1.680 Epoch 2 Batch 611/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.236, Loss: 1.638 Epoch 2 Batch 612/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.236, Loss: 1.524 Epoch 2 Batch 613/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.607 Epoch 2 Batch 614/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.570 Epoch 2 Batch 615/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.555 Epoch 2 Batch 616/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.235, Loss: 1.602 Epoch 2 Batch 617/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.548 Epoch 2 Batch 618/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.559 Epoch 2 Batch 619/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.629 Epoch 2 Batch 620/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.530 Epoch 2 Batch 621/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.602 Epoch 2 Batch 622/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.236, Loss: 1.676 Epoch 2 Batch 623/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.235, Loss: 1.631 Epoch 2 Batch 624/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.547 Epoch 2 Batch 625/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.538 Epoch 2 Batch 626/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.235, Loss: 1.566 Epoch 2 Batch 627/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.592 Epoch 2 Batch 628/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.615 Epoch 2 Batch 629/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.235, Loss: 1.640 Epoch 2 Batch 630/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.612 Epoch 2 Batch 631/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.236, Loss: 1.493 Epoch 2 Batch 632/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.605 Epoch 2 Batch 633/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.571 Epoch 2 Batch 634/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.236, Loss: 1.537 Epoch 2 Batch 635/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.236, Loss: 1.610 Epoch 2 Batch 636/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.236, Loss: 1.495 Epoch 2 Batch 637/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.553 Epoch 2 Batch 638/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.535 Epoch 2 Batch 639/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.561 Epoch 2 Batch 640/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.236, Loss: 1.566 Epoch 2 Batch 641/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.603 Epoch 2 Batch 642/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.597 Epoch 2 Batch 643/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.236, Loss: 1.593 Epoch 2 Batch 644/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.589 Epoch 2 Batch 645/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.236, Loss: 1.524 Epoch 2 Batch 646/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.236, Loss: 1.533 Epoch 2 Batch 647/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.570 Epoch 2 Batch 648/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.236, Loss: 1.554 Epoch 2 Batch 649/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.584 Epoch 2 Batch 650/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.602 Epoch 2 Batch 651/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.599 Epoch 2 Batch 652/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.235, Loss: 1.576 Epoch 2 Batch 653/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.567 Epoch 2 Batch 654/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.585 Epoch 2 Batch 655/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.552 Epoch 2 Batch 656/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.555 Epoch 2 Batch 657/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.236, Loss: 1.614 Epoch 2 Batch 658/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.236, Loss: 1.542 Epoch 2 Batch 659/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.574 Epoch 2 Batch 660/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.572 Epoch 2 Batch 661/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.236, Loss: 1.542 Epoch 2 Batch 662/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.236, Loss: 1.566 Epoch 2 Batch 663/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.571 Epoch 2 Batch 664/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.510 Epoch 2 Batch 665/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.602 Epoch 2 Batch 666/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.236, Loss: 1.580 Epoch 2 Batch 667/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.236, Loss: 1.584 Epoch 2 Batch 668/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.236, Loss: 1.594 Epoch 2 Batch 669/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.608 Epoch 2 Batch 670/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.236, Loss: 1.491 Epoch 2 Batch 671/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.236, Loss: 1.665 Epoch 2 Batch 672/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.236, Loss: 1.570 Epoch 2 Batch 673/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.560 Epoch 2 Batch 674/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.556 Epoch 2 Batch 675/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.556 Epoch 2 Batch 676/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.236, Loss: 1.543 Epoch 2 Batch 677/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.236, Loss: 1.592 Epoch 2 Batch 678/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.581 Epoch 2 Batch 679/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.236, Loss: 1.561 Epoch 2 Batch 680/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.236, Loss: 1.573 Epoch 2 Batch 681/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.522 Epoch 2 Batch 682/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.236, Loss: 1.597 Epoch 2 Batch 683/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.599 Epoch 2 Batch 684/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.538 Epoch 2 Batch 685/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.565 Epoch 2 Batch 686/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.490 Epoch 2 Batch 687/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.614 Epoch 2 Batch 688/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.546 Epoch 2 Batch 689/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.568 Epoch 2 Batch 690/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.578 Epoch 2 Batch 691/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.236, Loss: 1.586 Epoch 2 Batch 692/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.505 Epoch 2 Batch 693/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.236, Loss: 1.639 Epoch 2 Batch 694/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.236, Loss: 1.584 Epoch 2 Batch 695/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.236, Loss: 1.601 Epoch 2 Batch 696/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.236, Loss: 1.651 Epoch 2 Batch 697/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.576 Epoch 2 Batch 698/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.550 Epoch 2 Batch 699/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.234, Loss: 1.651 Epoch 2 Batch 700/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.536 Epoch 2 Batch 701/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.569 Epoch 2 Batch 702/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 1.588 Epoch 2 Batch 703/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.538 Epoch 2 Batch 704/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.575 Epoch 2 Batch 705/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.659 Epoch 2 Batch 706/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.545 Epoch 2 Batch 707/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.609 Epoch 2 Batch 708/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.589 Epoch 2 Batch 709/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.236, Loss: 1.657 Epoch 2 Batch 710/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.591 Epoch 2 Batch 711/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.668 Epoch 2 Batch 712/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.613 Epoch 2 Batch 713/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.236, Loss: 1.490 Epoch 2 Batch 714/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.236, Loss: 1.595 Epoch 2 Batch 715/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.544 Epoch 2 Batch 716/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.235, Loss: 1.490 Epoch 2 Batch 717/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.235, Loss: 1.599 Epoch 2 Batch 718/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.557 Epoch 2 Batch 719/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.504 Epoch 2 Batch 720/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 1.655 Epoch 2 Batch 721/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.571 Epoch 2 Batch 722/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.576 Epoch 2 Batch 723/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 1.556 Epoch 2 Batch 724/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 1.522 Epoch 2 Batch 725/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 1.581 Epoch 2 Batch 726/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.514 Epoch 2 Batch 727/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.551 Epoch 2 Batch 728/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.559 Epoch 2 Batch 729/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.573 Epoch 2 Batch 730/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 1.542 Epoch 2 Batch 731/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.235, Loss: 1.600 Epoch 2 Batch 732/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.577 Epoch 2 Batch 733/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.624 Epoch 2 Batch 734/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 1.562 Epoch 2 Batch 735/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.576 Epoch 2 Batch 736/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 1.667 Epoch 2 Batch 737/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.586 Epoch 2 Batch 738/1077 - Train Accuracy: 0.290, Validation Accuracy: 0.234, Loss: 1.469 Epoch 2 Batch 739/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 1.520 Epoch 2 Batch 740/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 1.626 Epoch 2 Batch 741/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.611 Epoch 2 Batch 742/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.582 Epoch 2 Batch 743/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.560 Epoch 2 Batch 744/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.548 Epoch 2 Batch 745/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.531 Epoch 2 Batch 746/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.542 Epoch 2 Batch 747/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.555 Epoch 2 Batch 748/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.569 Epoch 2 Batch 749/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.561 Epoch 2 Batch 750/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.580 Epoch 2 Batch 751/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.570 Epoch 2 Batch 752/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.443 Epoch 2 Batch 753/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.556 Epoch 2 Batch 754/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.566 Epoch 2 Batch 755/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.578 Epoch 2 Batch 756/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.542 Epoch 2 Batch 757/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 1.589 Epoch 2 Batch 758/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.533 Epoch 2 Batch 759/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.500 Epoch 2 Batch 760/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.517 Epoch 2 Batch 761/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.235, Loss: 1.576 Epoch 2 Batch 762/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.532 Epoch 2 Batch 763/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.535 Epoch 2 Batch 764/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.235, Loss: 1.531 Epoch 2 Batch 765/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.504 Epoch 2 Batch 766/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 1.599 Epoch 2 Batch 767/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.548 Epoch 2 Batch 768/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.557 Epoch 2 Batch 769/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.545 Epoch 2 Batch 770/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.546 Epoch 2 Batch 771/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.575 Epoch 2 Batch 772/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.576 Epoch 2 Batch 773/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.613 Epoch 2 Batch 774/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.598 Epoch 2 Batch 775/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.540 Epoch 2 Batch 776/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.534 Epoch 2 Batch 777/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.507 Epoch 2 Batch 778/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 1.546 Epoch 2 Batch 779/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.604 Epoch 2 Batch 780/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.574 Epoch 2 Batch 781/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.236, Loss: 1.489 Epoch 2 Batch 782/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.541 Epoch 2 Batch 783/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.236, Loss: 1.514 Epoch 2 Batch 784/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.566 Epoch 2 Batch 785/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.235, Loss: 1.526 Epoch 2 Batch 786/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.593 Epoch 2 Batch 787/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.513 Epoch 2 Batch 788/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.523 Epoch 2 Batch 789/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.235, Loss: 1.507 Epoch 2 Batch 790/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.578 Epoch 2 Batch 791/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.516 Epoch 2 Batch 792/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.638 Epoch 2 Batch 793/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.560 Epoch 2 Batch 794/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.604 Epoch 2 Batch 795/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.627 Epoch 2 Batch 796/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.611 Epoch 2 Batch 797/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.542 Epoch 2 Batch 798/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.540 Epoch 2 Batch 799/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.592 Epoch 2 Batch 800/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.539 Epoch 2 Batch 801/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.568 Epoch 2 Batch 802/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.493 Epoch 2 Batch 803/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 1.578 Epoch 2 Batch 804/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 1.625 Epoch 2 Batch 805/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 1.552 Epoch 2 Batch 806/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.234, Loss: 1.542 Epoch 2 Batch 807/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.546 Epoch 2 Batch 808/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.557 Epoch 2 Batch 809/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.235, Loss: 1.588 Epoch 2 Batch 810/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.562 Epoch 2 Batch 811/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.535 Epoch 2 Batch 812/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.610 Epoch 2 Batch 813/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.516 Epoch 2 Batch 814/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.536 Epoch 2 Batch 815/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.499 Epoch 2 Batch 816/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.235, Loss: 1.531 Epoch 2 Batch 817/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 1.593 Epoch 2 Batch 818/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.576 Epoch 2 Batch 819/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.488 Epoch 2 Batch 820/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.566 Epoch 2 Batch 821/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.479 Epoch 2 Batch 822/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.546 Epoch 2 Batch 823/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.541 Epoch 2 Batch 824/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.534 Epoch 2 Batch 825/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.594 Epoch 2 Batch 826/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.235, Loss: 1.509 Epoch 2 Batch 827/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 1.484 Epoch 2 Batch 828/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.558 Epoch 2 Batch 829/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.234, Loss: 1.624 Epoch 2 Batch 830/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.522 Epoch 2 Batch 831/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.234, Loss: 1.549 Epoch 2 Batch 832/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.524 Epoch 2 Batch 833/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.523 Epoch 2 Batch 834/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.234, Loss: 1.498 Epoch 2 Batch 835/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.580 Epoch 2 Batch 836/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 1.551 Epoch 2 Batch 837/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.546 Epoch 2 Batch 838/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.540 Epoch 2 Batch 839/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.463 Epoch 2 Batch 840/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.533 Epoch 2 Batch 841/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.515 Epoch 2 Batch 842/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.537 Epoch 2 Batch 843/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.482 Epoch 2 Batch 844/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.435 Epoch 2 Batch 845/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.538 Epoch 2 Batch 846/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.517 Epoch 2 Batch 847/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.471 Epoch 2 Batch 848/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.527 Epoch 2 Batch 849/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.527 Epoch 2 Batch 850/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 1.625 Epoch 2 Batch 851/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.493 Epoch 2 Batch 852/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.575 Epoch 2 Batch 853/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 1.498 Epoch 2 Batch 854/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.542 Epoch 2 Batch 855/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.530 Epoch 2 Batch 856/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.585 Epoch 2 Batch 857/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.543 Epoch 2 Batch 858/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.526 Epoch 2 Batch 859/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.235, Loss: 1.510 Epoch 2 Batch 860/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.532 Epoch 2 Batch 861/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.576 Epoch 2 Batch 862/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.555 Epoch 2 Batch 863/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.508 Epoch 2 Batch 864/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.540 Epoch 2 Batch 865/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.234, Loss: 1.485 Epoch 2 Batch 866/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.521 Epoch 2 Batch 867/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.569 Epoch 2 Batch 868/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.455 Epoch 2 Batch 869/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.519 Epoch 2 Batch 870/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 1.609 Epoch 2 Batch 871/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.482 Epoch 2 Batch 872/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.516 Epoch 2 Batch 873/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.528 Epoch 2 Batch 874/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.553 Epoch 2 Batch 875/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.511 Epoch 2 Batch 876/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.580 Epoch 2 Batch 877/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.522 Epoch 2 Batch 878/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 1.563 Epoch 2 Batch 879/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.490 Epoch 2 Batch 880/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.512 Epoch 2 Batch 881/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.586 Epoch 2 Batch 882/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.559 Epoch 2 Batch 883/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.236, Loss: 1.601 Epoch 2 Batch 884/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.492 Epoch 2 Batch 885/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.235, Loss: 1.488 Epoch 2 Batch 886/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.525 Epoch 2 Batch 887/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.560 Epoch 2 Batch 888/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 1.534 Epoch 2 Batch 889/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.233, Loss: 1.551 Epoch 2 Batch 890/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.234, Loss: 1.485 Epoch 2 Batch 891/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 1.536 Epoch 2 Batch 892/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 1.462 Epoch 2 Batch 893/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.477 Epoch 2 Batch 894/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.458 Epoch 2 Batch 895/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.513 Epoch 2 Batch 896/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 1.592 Epoch 2 Batch 897/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 1.429 Epoch 2 Batch 898/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.502 Epoch 2 Batch 899/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.587 Epoch 2 Batch 900/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.581 Epoch 2 Batch 901/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.516 Epoch 2 Batch 902/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 1.496 Epoch 2 Batch 903/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.527 Epoch 2 Batch 904/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.519 Epoch 2 Batch 905/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.470 Epoch 2 Batch 906/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 1.529 Epoch 2 Batch 907/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.484 Epoch 2 Batch 908/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 1.543 Epoch 2 Batch 909/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 1.526 Epoch 2 Batch 910/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 1.545 Epoch 2 Batch 911/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.234, Loss: 1.453 Epoch 2 Batch 912/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.534 Epoch 2 Batch 913/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.656 Epoch 2 Batch 914/1077 - Train Accuracy: 0.299, Validation Accuracy: 0.234, Loss: 1.480 Epoch 2 Batch 915/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 1.574 Epoch 2 Batch 916/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.551 Epoch 2 Batch 917/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 1.508 Epoch 2 Batch 918/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 1.464 Epoch 2 Batch 919/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.234, Loss: 1.509 Epoch 2 Batch 920/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.501 Epoch 2 Batch 921/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 1.571 Epoch 2 Batch 922/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 1.491 Epoch 2 Batch 923/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.234, Loss: 1.567 Epoch 2 Batch 924/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 1.580 Epoch 2 Batch 925/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 1.532 Epoch 2 Batch 926/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 1.559 Epoch 2 Batch 927/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 1.587 Epoch 2 Batch 928/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.496 Epoch 2 Batch 929/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.544 Epoch 2 Batch 930/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.543 Epoch 2 Batch 931/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.481 Epoch 2 Batch 932/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.235, Loss: 1.553 Epoch 2 Batch 933/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.538 Epoch 2 Batch 934/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.573 Epoch 2 Batch 935/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.485 Epoch 2 Batch 936/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.544 Epoch 2 Batch 937/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 1.626 Epoch 2 Batch 938/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.480 Epoch 2 Batch 939/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 1.528 Epoch 2 Batch 940/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 1.545 Epoch 2 Batch 941/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.499 Epoch 2 Batch 942/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.564 Epoch 2 Batch 943/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.551 Epoch 2 Batch 944/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 1.494 Epoch 2 Batch 945/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.510 Epoch 2 Batch 946/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.236, Loss: 1.516 Epoch 2 Batch 947/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.236, Loss: 1.592 Epoch 2 Batch 948/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.492 Epoch 2 Batch 949/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.441 Epoch 2 Batch 950/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.501 Epoch 2 Batch 951/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 1.452 Epoch 2 Batch 952/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.496 Epoch 2 Batch 953/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.234, Loss: 1.531 Epoch 2 Batch 954/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 1.535 Epoch 2 Batch 955/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 1.526 Epoch 2 Batch 956/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.507 Epoch 2 Batch 957/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.489 Epoch 2 Batch 958/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.510 Epoch 2 Batch 959/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.497 Epoch 2 Batch 960/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.236, Loss: 1.580 Epoch 2 Batch 961/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.440 Epoch 2 Batch 962/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.236, Loss: 1.517 Epoch 2 Batch 963/1077 - Train Accuracy: 0.072, Validation Accuracy: 0.235, Loss: 1.601 Epoch 2 Batch 964/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 1.499 Epoch 2 Batch 965/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.235, Loss: 1.630 Epoch 2 Batch 966/1077 - Train Accuracy: 0.265, Validation Accuracy: 0.235, Loss: 1.378 Epoch 2 Batch 967/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 1.507 Epoch 2 Batch 968/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 1.511 Epoch 2 Batch 969/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 1.559 Epoch 2 Batch 970/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.577 Epoch 2 Batch 971/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 1.445 Epoch 2 Batch 972/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.501 Epoch 2 Batch 973/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.469 Epoch 2 Batch 974/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.234, Loss: 1.541 Epoch 2 Batch 975/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.233, Loss: 1.465 Epoch 2 Batch 976/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.483 Epoch 2 Batch 977/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 1.503 Epoch 2 Batch 978/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.488 Epoch 2 Batch 979/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 1.550 Epoch 2 Batch 980/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.507 Epoch 2 Batch 981/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.541 Epoch 2 Batch 982/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.487 Epoch 2 Batch 983/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.235, Loss: 1.548 Epoch 2 Batch 984/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.557 Epoch 2 Batch 985/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.561 Epoch 2 Batch 986/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.515 Epoch 2 Batch 987/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.236, Loss: 1.390 Epoch 2 Batch 988/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.235, Loss: 1.589 Epoch 2 Batch 989/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.502 Epoch 2 Batch 990/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 1.555 Epoch 2 Batch 991/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 1.582 Epoch 2 Batch 992/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.539 Epoch 2 Batch 993/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 1.505 Epoch 2 Batch 994/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.482 Epoch 2 Batch 995/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.504 Epoch 2 Batch 996/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.524 Epoch 2 Batch 997/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.235, Loss: 1.538 Epoch 2 Batch 998/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.532 Epoch 2 Batch 999/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.486 Epoch 2 Batch 1000/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.475 Epoch 2 Batch 1001/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.234, Loss: 1.481 Epoch 2 Batch 1002/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 1.504 Epoch 2 Batch 1003/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 1.454 Epoch 2 Batch 1004/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.556 Epoch 2 Batch 1005/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.520 Epoch 2 Batch 1006/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.534 Epoch 2 Batch 1007/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.532 Epoch 2 Batch 1008/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.482 Epoch 2 Batch 1009/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.506 Epoch 2 Batch 1010/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.572 Epoch 2 Batch 1011/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.533 Epoch 2 Batch 1012/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.234, Loss: 1.521 Epoch 2 Batch 1013/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 1.455 Epoch 2 Batch 1014/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.520 Epoch 2 Batch 1015/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.595 Epoch 2 Batch 1016/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.234, Loss: 1.546 Epoch 2 Batch 1017/1077 - Train Accuracy: 0.130, Validation Accuracy: 0.234, Loss: 1.506 Epoch 2 Batch 1018/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 1.483 Epoch 2 Batch 1019/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 1.542 Epoch 2 Batch 1020/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.490 Epoch 2 Batch 1021/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 1.539 Epoch 2 Batch 1022/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 1.427 Epoch 2 Batch 1023/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.234, Loss: 1.452 Epoch 2 Batch 1024/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.517 Epoch 2 Batch 1025/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 1.508 Epoch 2 Batch 1026/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 1.451 Epoch 2 Batch 1027/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.536 Epoch 2 Batch 1028/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.575 Epoch 2 Batch 1029/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.581 Epoch 2 Batch 1030/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.530 Epoch 2 Batch 1031/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.236, Loss: 1.595 Epoch 2 Batch 1032/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.447 Epoch 2 Batch 1033/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 1.506 Epoch 2 Batch 1034/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.546 Epoch 2 Batch 1035/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.424 Epoch 2 Batch 1036/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 1.486 Epoch 2 Batch 1037/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.555 Epoch 2 Batch 1038/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.443 Epoch 2 Batch 1039/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 1.468 Epoch 2 Batch 1040/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 1.579 Epoch 2 Batch 1041/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 1.553 Epoch 2 Batch 1042/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 1.556 Epoch 2 Batch 1043/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 1.569 Epoch 2 Batch 1044/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 1.493 Epoch 2 Batch 1045/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.582 Epoch 2 Batch 1046/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.496 Epoch 2 Batch 1047/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.499 Epoch 2 Batch 1048/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.510 Epoch 2 Batch 1049/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.557 Epoch 2 Batch 1050/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.537 Epoch 2 Batch 1051/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.513 Epoch 2 Batch 1052/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.500 Epoch 2 Batch 1053/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.512 Epoch 2 Batch 1054/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.578 Epoch 2 Batch 1055/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.547 Epoch 2 Batch 1056/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.536 Epoch 2 Batch 1057/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 1.499 Epoch 2 Batch 1058/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 1.527 Epoch 2 Batch 1059/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 1.607 Epoch 2 Batch 1060/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.483 Epoch 2 Batch 1061/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 1.538 Epoch 2 Batch 1062/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 1.466 Epoch 2 Batch 1063/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.460 Epoch 2 Batch 1064/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 1.492 Epoch 2 Batch 1065/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 1.586 Epoch 2 Batch 1066/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.418 Epoch 2 Batch 1067/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.517 Epoch 2 Batch 1068/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.516 Epoch 2 Batch 1069/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.466 Epoch 2 Batch 1070/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 1.505 Epoch 2 Batch 1071/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.585 Epoch 2 Batch 1072/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.506 Epoch 2 Batch 1073/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.513 Epoch 2 Batch 1074/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 1.549 Epoch 2 Batch 1075/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 1.510 Epoch 3 Batch 0/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 1.502 Epoch 3 Batch 1/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.518 Epoch 3 Batch 2/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 1.536 Epoch 3 Batch 3/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 1.522 Epoch 3 Batch 4/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 1.498 Epoch 3 Batch 5/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.498 Epoch 3 Batch 6/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 1.530 Epoch 3 Batch 7/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 1.471 Epoch 3 Batch 8/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.464 Epoch 3 Batch 9/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 1.487 Epoch 3 Batch 10/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 1.559 Epoch 3 Batch 11/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 1.458 Epoch 3 Batch 12/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.485 Epoch 3 Batch 13/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 1.477 Epoch 3 Batch 14/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 1.459 Epoch 3 Batch 15/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.483 Epoch 3 Batch 16/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.551 Epoch 3 Batch 17/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.465 Epoch 3 Batch 18/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.536 Epoch 3 Batch 19/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 1.544 Epoch 3 Batch 20/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.504 Epoch 3 Batch 21/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.535 Epoch 3 Batch 22/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.489 Epoch 3 Batch 23/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.511 Epoch 3 Batch 24/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 1.550 Epoch 3 Batch 25/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 1.550 Epoch 3 Batch 26/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 1.513 Epoch 3 Batch 27/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 1.441 Epoch 3 Batch 28/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 1.506 Epoch 3 Batch 29/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.460 Epoch 3 Batch 30/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 1.495 Epoch 3 Batch 31/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.528 Epoch 3 Batch 32/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 1.436 Epoch 3 Batch 33/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.571 Epoch 3 Batch 34/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.528 Epoch 3 Batch 35/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.510 Epoch 3 Batch 36/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 1.504 Epoch 3 Batch 37/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.525 Epoch 3 Batch 38/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 1.522 Epoch 3 Batch 39/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.567 Epoch 3 Batch 40/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.543 Epoch 3 Batch 41/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.447 Epoch 3 Batch 42/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.488 Epoch 3 Batch 43/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.235, Loss: 1.481 Epoch 3 Batch 44/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.235, Loss: 1.533 Epoch 3 Batch 45/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.468 Epoch 3 Batch 46/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.235, Loss: 1.517 Epoch 3 Batch 47/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.558 Epoch 3 Batch 48/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.417 Epoch 3 Batch 49/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.234, Loss: 1.497 Epoch 3 Batch 50/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.235, Loss: 1.521 Epoch 3 Batch 51/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.436 Epoch 3 Batch 52/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.502 Epoch 3 Batch 53/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.235, Loss: 1.514 Epoch 3 Batch 54/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.534 Epoch 3 Batch 55/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.523 Epoch 3 Batch 56/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.514 Epoch 3 Batch 57/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.234, Loss: 1.446 Epoch 3 Batch 58/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.482 Epoch 3 Batch 59/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.235, Loss: 1.597 Epoch 3 Batch 60/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.236, Loss: 1.465 Epoch 3 Batch 61/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.593 Epoch 3 Batch 62/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.235, Loss: 1.569 Epoch 3 Batch 63/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 1.487 Epoch 3 Batch 64/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.517 Epoch 3 Batch 65/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.236, Loss: 1.523 Epoch 3 Batch 66/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.235, Loss: 1.476 Epoch 3 Batch 67/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.525 Epoch 3 Batch 68/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.489 Epoch 3 Batch 69/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.520 Epoch 3 Batch 70/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 1.524 Epoch 3 Batch 71/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.569 Epoch 3 Batch 72/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.505 Epoch 3 Batch 73/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.542 Epoch 3 Batch 74/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 1.442 Epoch 3 Batch 75/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.470 Epoch 3 Batch 76/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 1.474 Epoch 3 Batch 77/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.482 Epoch 3 Batch 78/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.235, Loss: 1.506 Epoch 3 Batch 79/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.513 Epoch 3 Batch 80/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.524 Epoch 3 Batch 81/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.496 Epoch 3 Batch 82/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.234, Loss: 1.449 Epoch 3 Batch 83/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 1.559 Epoch 3 Batch 84/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.501 Epoch 3 Batch 85/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.432 Epoch 3 Batch 86/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.507 Epoch 3 Batch 87/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.461 Epoch 3 Batch 88/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.451 Epoch 3 Batch 89/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.484 Epoch 3 Batch 90/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.529 Epoch 3 Batch 91/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 1.412 Epoch 3 Batch 92/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 1.460 Epoch 3 Batch 93/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.527 Epoch 3 Batch 94/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.461 Epoch 3 Batch 95/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.509 Epoch 3 Batch 96/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.421 Epoch 3 Batch 97/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.505 Epoch 3 Batch 98/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.501 Epoch 3 Batch 99/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 1.464 Epoch 3 Batch 100/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.435 Epoch 3 Batch 101/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.474 Epoch 3 Batch 102/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.480 Epoch 3 Batch 103/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 1.556 Epoch 3 Batch 104/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.234, Loss: 1.534 Epoch 3 Batch 105/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.439 Epoch 3 Batch 106/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.234, Loss: 1.496 Epoch 3 Batch 107/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.234, Loss: 1.537 Epoch 3 Batch 108/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.235, Loss: 1.419 Epoch 3 Batch 109/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.474 Epoch 3 Batch 110/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.458 Epoch 3 Batch 111/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.542 Epoch 3 Batch 112/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.498 Epoch 3 Batch 113/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.497 Epoch 3 Batch 114/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.466 Epoch 3 Batch 115/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.517 Epoch 3 Batch 116/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.234, Loss: 1.612 Epoch 3 Batch 117/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.234, Loss: 1.526 Epoch 3 Batch 118/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 1.520 Epoch 3 Batch 119/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.523 Epoch 3 Batch 120/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.538 Epoch 3 Batch 121/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.479 Epoch 3 Batch 122/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.501 Epoch 3 Batch 123/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.491 Epoch 3 Batch 124/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.521 Epoch 3 Batch 125/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.519 Epoch 3 Batch 126/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.236, Loss: 1.498 Epoch 3 Batch 127/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.496 Epoch 3 Batch 128/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 1.503 Epoch 3 Batch 129/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.452 Epoch 3 Batch 130/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 1.466 Epoch 3 Batch 131/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.435 Epoch 3 Batch 132/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.541 Epoch 3 Batch 133/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.234, Loss: 1.454 Epoch 3 Batch 134/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 1.457 Epoch 3 Batch 135/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 1.542 Epoch 3 Batch 136/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.441 Epoch 3 Batch 137/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.448 Epoch 3 Batch 138/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.495 Epoch 3 Batch 139/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.516 Epoch 3 Batch 140/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 1.549 Epoch 3 Batch 141/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.509 Epoch 3 Batch 142/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.425 Epoch 3 Batch 143/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.532 Epoch 3 Batch 144/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.235, Loss: 1.504 Epoch 3 Batch 145/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.236, Loss: 1.502 Epoch 3 Batch 146/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.529 Epoch 3 Batch 147/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.525 Epoch 3 Batch 148/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.236, Loss: 1.518 Epoch 3 Batch 149/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.570 Epoch 3 Batch 150/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.235, Loss: 1.466 Epoch 3 Batch 151/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 1.482 Epoch 3 Batch 152/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.535 Epoch 3 Batch 153/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.515 Epoch 3 Batch 154/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.235, Loss: 1.470 Epoch 3 Batch 155/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.529 Epoch 3 Batch 156/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.530 Epoch 3 Batch 157/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.497 Epoch 3 Batch 158/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.495 Epoch 3 Batch 159/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.448 Epoch 3 Batch 160/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.482 Epoch 3 Batch 161/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.439 Epoch 3 Batch 162/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.533 Epoch 3 Batch 163/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.236, Loss: 1.481 Epoch 3 Batch 164/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.494 Epoch 3 Batch 165/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.235, Loss: 1.504 Epoch 3 Batch 166/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.235, Loss: 1.486 Epoch 3 Batch 167/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.516 Epoch 3 Batch 168/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.235, Loss: 1.516 Epoch 3 Batch 169/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.505 Epoch 3 Batch 170/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.511 Epoch 3 Batch 171/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.235, Loss: 1.449 Epoch 3 Batch 172/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.236, Loss: 1.406 Epoch 3 Batch 173/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.235, Loss: 1.493 Epoch 3 Batch 174/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.471 Epoch 3 Batch 175/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.509 Epoch 3 Batch 176/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.517 Epoch 3 Batch 177/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.235, Loss: 1.491 Epoch 3 Batch 178/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.495 Epoch 3 Batch 179/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.235, Loss: 1.548 Epoch 3 Batch 180/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.484 Epoch 3 Batch 181/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.514 Epoch 3 Batch 182/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 1.470 Epoch 3 Batch 183/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.450 Epoch 3 Batch 184/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.471 Epoch 3 Batch 185/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.447 Epoch 3 Batch 186/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.493 Epoch 3 Batch 187/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.453 Epoch 3 Batch 188/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.473 Epoch 3 Batch 189/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.513 Epoch 3 Batch 190/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.513 Epoch 3 Batch 191/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.236, Loss: 1.471 Epoch 3 Batch 192/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.460 Epoch 3 Batch 193/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.236, Loss: 1.530 Epoch 3 Batch 194/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.457 Epoch 3 Batch 195/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.501 Epoch 3 Batch 196/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.441 Epoch 3 Batch 197/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.487 Epoch 3 Batch 198/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.461 Epoch 3 Batch 199/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.443 Epoch 3 Batch 200/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.513 Epoch 3 Batch 201/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.440 Epoch 3 Batch 202/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.464 Epoch 3 Batch 203/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.515 Epoch 3 Batch 204/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.488 Epoch 3 Batch 205/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.419 Epoch 3 Batch 206/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.463 Epoch 3 Batch 207/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.235, Loss: 1.477 Epoch 3 Batch 208/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.495 Epoch 3 Batch 209/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 1.405 Epoch 3 Batch 210/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.235, Loss: 1.443 Epoch 3 Batch 211/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.481 Epoch 3 Batch 212/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 1.448 Epoch 3 Batch 213/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.446 Epoch 3 Batch 214/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.488 Epoch 3 Batch 215/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.530 Epoch 3 Batch 216/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.490 Epoch 3 Batch 217/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.447 Epoch 3 Batch 218/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.235, Loss: 1.482 Epoch 3 Batch 219/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.235, Loss: 1.466 Epoch 3 Batch 220/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.539 Epoch 3 Batch 221/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.235, Loss: 1.506 Epoch 3 Batch 222/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.493 Epoch 3 Batch 223/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 1.427 Epoch 3 Batch 224/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.482 Epoch 3 Batch 225/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.478 Epoch 3 Batch 226/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.459 Epoch 3 Batch 227/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.509 Epoch 3 Batch 228/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.397 Epoch 3 Batch 229/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.509 Epoch 3 Batch 230/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.424 Epoch 3 Batch 231/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.506 Epoch 3 Batch 232/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.236, Loss: 1.537 Epoch 3 Batch 233/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.528 Epoch 3 Batch 234/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 1.450 Epoch 3 Batch 235/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.435 Epoch 3 Batch 236/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.515 Epoch 3 Batch 237/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.436 Epoch 3 Batch 238/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.460 Epoch 3 Batch 239/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.235, Loss: 1.491 Epoch 3 Batch 240/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.443 Epoch 3 Batch 241/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.439 Epoch 3 Batch 242/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 1.531 Epoch 3 Batch 243/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.449 Epoch 3 Batch 244/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.236, Loss: 1.381 Epoch 3 Batch 245/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.236, Loss: 1.417 Epoch 3 Batch 246/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.475 Epoch 3 Batch 247/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.417 Epoch 3 Batch 248/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.507 Epoch 3 Batch 249/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.237, Loss: 1.484 Epoch 3 Batch 250/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.237, Loss: 1.474 Epoch 3 Batch 251/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.474 Epoch 3 Batch 252/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.237, Loss: 1.476 Epoch 3 Batch 253/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.236, Loss: 1.509 Epoch 3 Batch 254/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.491 Epoch 3 Batch 255/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.236, Loss: 1.477 Epoch 3 Batch 256/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.484 Epoch 3 Batch 257/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 1.433 Epoch 3 Batch 258/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.382 Epoch 3 Batch 259/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.467 Epoch 3 Batch 260/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.488 Epoch 3 Batch 261/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.236, Loss: 1.459 Epoch 3 Batch 262/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.445 Epoch 3 Batch 263/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.512 Epoch 3 Batch 264/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.527 Epoch 3 Batch 265/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.509 Epoch 3 Batch 266/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.485 Epoch 3 Batch 267/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.235, Loss: 1.446 Epoch 3 Batch 268/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.481 Epoch 3 Batch 269/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.235, Loss: 1.488 Epoch 3 Batch 270/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.536 Epoch 3 Batch 271/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.414 Epoch 3 Batch 272/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.235, Loss: 1.442 Epoch 3 Batch 273/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.235, Loss: 1.447 Epoch 3 Batch 274/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.469 Epoch 3 Batch 275/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.437 Epoch 3 Batch 276/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.462 Epoch 3 Batch 277/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.235, Loss: 1.377 Epoch 3 Batch 278/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.519 Epoch 3 Batch 279/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.479 Epoch 3 Batch 280/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.431 Epoch 3 Batch 281/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.485 Epoch 3 Batch 282/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 1.442 Epoch 3 Batch 283/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.498 Epoch 3 Batch 284/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.429 Epoch 3 Batch 285/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.404 Epoch 3 Batch 286/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.395 Epoch 3 Batch 287/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.486 Epoch 3 Batch 288/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.475 Epoch 3 Batch 289/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.522 Epoch 3 Batch 290/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.566 Epoch 3 Batch 291/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.235, Loss: 1.484 Epoch 3 Batch 292/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.519 Epoch 3 Batch 293/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.235, Loss: 1.536 Epoch 3 Batch 294/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.235, Loss: 1.393 Epoch 3 Batch 295/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.236, Loss: 1.519 Epoch 3 Batch 296/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.411 Epoch 3 Batch 297/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.536 Epoch 3 Batch 298/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.429 Epoch 3 Batch 299/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.236, Loss: 1.532 Epoch 3 Batch 300/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.237, Loss: 1.535 Epoch 3 Batch 301/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.447 Epoch 3 Batch 302/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.492 Epoch 3 Batch 303/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.237, Loss: 1.505 Epoch 3 Batch 304/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.236, Loss: 1.430 Epoch 3 Batch 305/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.481 Epoch 3 Batch 306/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.237, Loss: 1.496 Epoch 3 Batch 307/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.396 Epoch 3 Batch 308/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.534 Epoch 3 Batch 309/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.382 Epoch 3 Batch 310/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.502 Epoch 3 Batch 311/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.236, Loss: 1.487 Epoch 3 Batch 312/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.539 Epoch 3 Batch 313/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.512 Epoch 3 Batch 314/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.445 Epoch 3 Batch 315/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.447 Epoch 3 Batch 316/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.416 Epoch 3 Batch 317/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.498 Epoch 3 Batch 318/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.514 Epoch 3 Batch 319/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.493 Epoch 3 Batch 320/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.502 Epoch 3 Batch 321/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.420 Epoch 3 Batch 322/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.237, Loss: 1.496 Epoch 3 Batch 323/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.448 Epoch 3 Batch 324/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.470 Epoch 3 Batch 325/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.483 Epoch 3 Batch 326/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.408 Epoch 3 Batch 327/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.505 Epoch 3 Batch 328/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.423 Epoch 3 Batch 329/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.483 Epoch 3 Batch 330/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.441 Epoch 3 Batch 331/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.236, Loss: 1.474 Epoch 3 Batch 332/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.346 Epoch 3 Batch 333/1077 - Train Accuracy: 0.128, Validation Accuracy: 0.236, Loss: 1.476 Epoch 3 Batch 334/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.501 Epoch 3 Batch 335/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.452 Epoch 3 Batch 336/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.554 Epoch 3 Batch 337/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.519 Epoch 3 Batch 338/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.515 Epoch 3 Batch 339/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.429 Epoch 3 Batch 340/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.236, Loss: 1.506 Epoch 3 Batch 341/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.471 Epoch 3 Batch 342/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 1.395 Epoch 3 Batch 343/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.508 Epoch 3 Batch 344/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.496 Epoch 3 Batch 345/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.427 Epoch 3 Batch 346/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.537 Epoch 3 Batch 347/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.235, Loss: 1.419 Epoch 3 Batch 348/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.434 Epoch 3 Batch 349/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.524 Epoch 3 Batch 350/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.479 Epoch 3 Batch 351/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.237, Loss: 1.496 Epoch 3 Batch 352/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.481 Epoch 3 Batch 353/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.236, Loss: 1.449 Epoch 3 Batch 354/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.416 Epoch 3 Batch 355/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.502 Epoch 3 Batch 356/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.413 Epoch 3 Batch 357/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.439 Epoch 3 Batch 358/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.235, Loss: 1.484 Epoch 3 Batch 359/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.468 Epoch 3 Batch 360/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.489 Epoch 3 Batch 361/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.235, Loss: 1.501 Epoch 3 Batch 362/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.501 Epoch 3 Batch 363/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.430 Epoch 3 Batch 364/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.457 Epoch 3 Batch 365/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.235, Loss: 1.433 Epoch 3 Batch 366/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.465 Epoch 3 Batch 367/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 1.366 Epoch 3 Batch 368/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.452 Epoch 3 Batch 369/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.401 Epoch 3 Batch 370/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.236, Loss: 1.429 Epoch 3 Batch 371/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.460 Epoch 3 Batch 372/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.467 Epoch 3 Batch 373/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.380 Epoch 3 Batch 374/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 1.499 Epoch 3 Batch 375/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.235, Loss: 1.405 Epoch 3 Batch 376/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.235, Loss: 1.449 Epoch 3 Batch 377/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.459 Epoch 3 Batch 378/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.449 Epoch 3 Batch 379/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.528 Epoch 3 Batch 380/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.426 Epoch 3 Batch 381/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.464 Epoch 3 Batch 382/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.235, Loss: 1.448 Epoch 3 Batch 383/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.392 Epoch 3 Batch 384/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.419 Epoch 3 Batch 385/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.452 Epoch 3 Batch 386/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.440 Epoch 3 Batch 387/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.447 Epoch 3 Batch 388/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.235, Loss: 1.420 Epoch 3 Batch 389/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.493 Epoch 3 Batch 390/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.508 Epoch 3 Batch 391/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 1.460 Epoch 3 Batch 392/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.465 Epoch 3 Batch 393/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 1.440 Epoch 3 Batch 394/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.512 Epoch 3 Batch 395/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.454 Epoch 3 Batch 396/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.515 Epoch 3 Batch 397/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.500 Epoch 3 Batch 398/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.236, Loss: 1.569 Epoch 3 Batch 399/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.236, Loss: 1.511 Epoch 3 Batch 400/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.423 Epoch 3 Batch 401/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.387 Epoch 3 Batch 402/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.409 Epoch 3 Batch 403/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.452 Epoch 3 Batch 404/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.373 Epoch 3 Batch 405/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.235, Loss: 1.451 Epoch 3 Batch 406/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.234, Loss: 1.458 Epoch 3 Batch 407/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.524 Epoch 3 Batch 408/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.453 Epoch 3 Batch 409/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.499 Epoch 3 Batch 410/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 1.448 Epoch 3 Batch 411/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 1.438 Epoch 3 Batch 412/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.414 Epoch 3 Batch 413/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.461 Epoch 3 Batch 414/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.432 Epoch 3 Batch 415/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.471 Epoch 3 Batch 416/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.506 Epoch 3 Batch 417/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.453 Epoch 3 Batch 418/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.472 Epoch 3 Batch 419/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.482 Epoch 3 Batch 420/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.433 Epoch 3 Batch 421/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.471 Epoch 3 Batch 422/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 1.469 Epoch 3 Batch 423/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.430 Epoch 3 Batch 424/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.520 Epoch 3 Batch 425/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.234, Loss: 1.521 Epoch 3 Batch 426/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.449 Epoch 3 Batch 427/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.234, Loss: 1.461 Epoch 3 Batch 428/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.234, Loss: 1.363 Epoch 3 Batch 429/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.430 Epoch 3 Batch 430/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.502 Epoch 3 Batch 431/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 1.363 Epoch 3 Batch 432/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 1.439 Epoch 3 Batch 433/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.492 Epoch 3 Batch 434/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.435 Epoch 3 Batch 435/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 1.434 Epoch 3 Batch 436/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 1.417 Epoch 3 Batch 437/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.457 Epoch 3 Batch 438/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.412 Epoch 3 Batch 439/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.477 Epoch 3 Batch 440/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.427 Epoch 3 Batch 441/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.461 Epoch 3 Batch 442/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.472 Epoch 3 Batch 443/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 1.465 Epoch 3 Batch 444/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.441 Epoch 3 Batch 445/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 1.479 Epoch 3 Batch 446/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.415 Epoch 3 Batch 447/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.475 Epoch 3 Batch 448/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.435 Epoch 3 Batch 449/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.423 Epoch 3 Batch 450/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.470 Epoch 3 Batch 451/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.397 Epoch 3 Batch 452/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.451 Epoch 3 Batch 453/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 1.398 Epoch 3 Batch 454/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.464 Epoch 3 Batch 455/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.234, Loss: 1.462 Epoch 3 Batch 456/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.471 Epoch 3 Batch 457/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.407 Epoch 3 Batch 458/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 1.470 Epoch 3 Batch 459/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 1.398 Epoch 3 Batch 460/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.474 Epoch 3 Batch 461/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.465 Epoch 3 Batch 462/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.437 Epoch 3 Batch 463/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 1.470 Epoch 3 Batch 464/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.235, Loss: 1.443 Epoch 3 Batch 465/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.235, Loss: 1.483 Epoch 3 Batch 466/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 1.506 Epoch 3 Batch 467/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.440 Epoch 3 Batch 468/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.235, Loss: 1.408 Epoch 3 Batch 469/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.479 Epoch 3 Batch 470/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.235, Loss: 1.518 Epoch 3 Batch 471/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.484 Epoch 3 Batch 472/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.235, Loss: 1.425 Epoch 3 Batch 473/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.505 Epoch 3 Batch 474/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.506 Epoch 3 Batch 475/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.236, Loss: 1.476 Epoch 3 Batch 476/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.236, Loss: 1.449 Epoch 3 Batch 477/1077 - Train Accuracy: 0.208, Validation Accuracy: 0.236, Loss: 1.396 Epoch 3 Batch 478/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.234, Loss: 1.520 Epoch 3 Batch 479/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.408 Epoch 3 Batch 480/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.515 Epoch 3 Batch 481/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.445 Epoch 3 Batch 482/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.235, Loss: 1.530 Epoch 3 Batch 483/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.470 Epoch 3 Batch 484/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.421 Epoch 3 Batch 485/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.458 Epoch 3 Batch 486/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 1.477 Epoch 3 Batch 487/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.235, Loss: 1.454 Epoch 3 Batch 488/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.235, Loss: 1.427 Epoch 3 Batch 489/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 1.516 Epoch 3 Batch 490/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.407 Epoch 3 Batch 491/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.449 Epoch 3 Batch 492/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.475 Epoch 3 Batch 493/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.394 Epoch 3 Batch 494/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.503 Epoch 3 Batch 495/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.424 Epoch 3 Batch 496/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.236, Loss: 1.491 Epoch 3 Batch 497/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.236, Loss: 1.529 Epoch 3 Batch 498/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.473 Epoch 3 Batch 499/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.237, Loss: 1.467 Epoch 3 Batch 500/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.420 Epoch 3 Batch 501/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.236, Loss: 1.438 Epoch 3 Batch 502/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.400 Epoch 3 Batch 503/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.236, Loss: 1.420 Epoch 3 Batch 504/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.526 Epoch 3 Batch 505/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.356 Epoch 3 Batch 506/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.436 Epoch 3 Batch 507/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.418 Epoch 3 Batch 508/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.347 Epoch 3 Batch 509/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.516 Epoch 3 Batch 510/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.487 Epoch 3 Batch 511/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.235, Loss: 1.492 Epoch 3 Batch 512/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.411 Epoch 3 Batch 513/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.469 Epoch 3 Batch 514/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 1.493 Epoch 3 Batch 515/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.466 Epoch 3 Batch 516/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 1.400 Epoch 3 Batch 517/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.429 Epoch 3 Batch 518/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.446 Epoch 3 Batch 519/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.451 Epoch 3 Batch 520/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.384 Epoch 3 Batch 521/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.339 Epoch 3 Batch 522/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 1.479 Epoch 3 Batch 523/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.480 Epoch 3 Batch 524/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.508 Epoch 3 Batch 525/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.234, Loss: 1.482 Epoch 3 Batch 526/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.421 Epoch 3 Batch 527/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 1.470 Epoch 3 Batch 528/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.452 Epoch 3 Batch 529/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.446 Epoch 3 Batch 530/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.512 Epoch 3 Batch 531/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.424 Epoch 3 Batch 532/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.235, Loss: 1.504 Epoch 3 Batch 533/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.454 Epoch 3 Batch 534/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.410 Epoch 3 Batch 535/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.391 Epoch 3 Batch 536/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.422 Epoch 3 Batch 537/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.387 Epoch 3 Batch 538/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.394 Epoch 3 Batch 539/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.450 Epoch 3 Batch 540/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.337 Epoch 3 Batch 541/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.365 Epoch 3 Batch 542/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.457 Epoch 3 Batch 543/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.399 Epoch 3 Batch 544/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.402 Epoch 3 Batch 545/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.236, Loss: 1.483 Epoch 3 Batch 546/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.528 Epoch 3 Batch 547/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.432 Epoch 3 Batch 548/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.405 Epoch 3 Batch 549/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.435 Epoch 3 Batch 550/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 1.451 Epoch 3 Batch 551/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.509 Epoch 3 Batch 552/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.451 Epoch 3 Batch 553/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.473 Epoch 3 Batch 554/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.235, Loss: 1.449 Epoch 3 Batch 555/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.484 Epoch 3 Batch 556/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.449 Epoch 3 Batch 557/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.496 Epoch 3 Batch 558/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.435 Epoch 3 Batch 559/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.466 Epoch 3 Batch 560/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.423 Epoch 3 Batch 561/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.505 Epoch 3 Batch 562/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 1.419 Epoch 3 Batch 563/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.471 Epoch 3 Batch 564/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.235, Loss: 1.443 Epoch 3 Batch 565/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.447 Epoch 3 Batch 566/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.429 Epoch 3 Batch 567/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.505 Epoch 3 Batch 568/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.375 Epoch 3 Batch 569/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.470 Epoch 3 Batch 570/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.235, Loss: 1.416 Epoch 3 Batch 571/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 1.396 Epoch 3 Batch 572/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.234, Loss: 1.399 Epoch 3 Batch 573/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.396 Epoch 3 Batch 574/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 1.451 Epoch 3 Batch 575/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.406 Epoch 3 Batch 576/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.436 Epoch 3 Batch 577/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 1.462 Epoch 3 Batch 578/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.487 Epoch 3 Batch 579/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.402 Epoch 3 Batch 580/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 1.444 Epoch 3 Batch 581/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.405 Epoch 3 Batch 582/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.425 Epoch 3 Batch 583/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.236, Loss: 1.455 Epoch 3 Batch 584/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.454 Epoch 3 Batch 585/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.236, Loss: 1.406 Epoch 3 Batch 586/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.235, Loss: 1.505 Epoch 3 Batch 587/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.346 Epoch 3 Batch 588/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.431 Epoch 3 Batch 589/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 1.424 Epoch 3 Batch 590/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 1.491 Epoch 3 Batch 591/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.235, Loss: 1.404 Epoch 3 Batch 592/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.434 Epoch 3 Batch 593/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 1.426 Epoch 3 Batch 594/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.419 Epoch 3 Batch 595/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.438 Epoch 3 Batch 596/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.476 Epoch 3 Batch 597/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.235, Loss: 1.499 Epoch 3 Batch 598/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 1.424 Epoch 3 Batch 599/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.454 Epoch 3 Batch 600/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.234, Loss: 1.422 Epoch 3 Batch 601/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 1.487 Epoch 3 Batch 602/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.500 Epoch 3 Batch 603/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.436 Epoch 3 Batch 604/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.450 Epoch 3 Batch 605/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.236, Loss: 1.434 Epoch 3 Batch 606/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.414 Epoch 3 Batch 607/1077 - Train Accuracy: 0.242, Validation Accuracy: 0.237, Loss: 1.359 Epoch 3 Batch 608/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.456 Epoch 3 Batch 609/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.438 Epoch 3 Batch 610/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.406 Epoch 3 Batch 611/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.236, Loss: 1.523 Epoch 3 Batch 612/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 1.351 Epoch 3 Batch 613/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.489 Epoch 3 Batch 614/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.435 Epoch 3 Batch 615/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.449 Epoch 3 Batch 616/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.235, Loss: 1.526 Epoch 3 Batch 617/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 1.429 Epoch 3 Batch 618/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.460 Epoch 3 Batch 619/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.235, Loss: 1.475 Epoch 3 Batch 620/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.434 Epoch 3 Batch 621/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.417 Epoch 3 Batch 622/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.235, Loss: 1.513 Epoch 3 Batch 623/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.234, Loss: 1.471 Epoch 3 Batch 624/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 1.426 Epoch 3 Batch 625/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.444 Epoch 3 Batch 626/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.234, Loss: 1.338 Epoch 3 Batch 627/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.389 Epoch 3 Batch 628/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 1.430 Epoch 3 Batch 629/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 1.364 Epoch 3 Batch 630/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.422 Epoch 3 Batch 631/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 1.419 Epoch 3 Batch 632/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.471 Epoch 3 Batch 633/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.453 Epoch 3 Batch 634/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.471 Epoch 3 Batch 635/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 1.399 Epoch 3 Batch 636/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.499 Epoch 3 Batch 637/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.479 Epoch 3 Batch 638/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.235, Loss: 1.420 Epoch 3 Batch 639/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.474 Epoch 3 Batch 640/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 1.506 Epoch 3 Batch 641/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.477 Epoch 3 Batch 642/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.438 Epoch 3 Batch 643/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.418 Epoch 3 Batch 644/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.499 Epoch 3 Batch 645/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.384 Epoch 3 Batch 646/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 1.428 Epoch 3 Batch 647/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.487 Epoch 3 Batch 648/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 1.421 Epoch 3 Batch 649/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.420 Epoch 3 Batch 650/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.487 Epoch 3 Batch 651/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 1.401 Epoch 3 Batch 652/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 1.479 Epoch 3 Batch 653/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.436 Epoch 3 Batch 654/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.433 Epoch 3 Batch 655/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.426 Epoch 3 Batch 656/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 1.427 Epoch 3 Batch 657/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 1.535 Epoch 3 Batch 658/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.436 Epoch 3 Batch 659/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.412 Epoch 3 Batch 660/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.456 Epoch 3 Batch 661/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 1.408 Epoch 3 Batch 662/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 1.461 Epoch 3 Batch 663/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.344 Epoch 3 Batch 664/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.377 Epoch 3 Batch 665/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.451 Epoch 3 Batch 666/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 1.463 Epoch 3 Batch 667/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 1.521 Epoch 3 Batch 668/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 1.434 Epoch 3 Batch 669/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.446 Epoch 3 Batch 670/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.234, Loss: 1.345 Epoch 3 Batch 671/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 1.495 Epoch 3 Batch 672/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 1.382 Epoch 3 Batch 673/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 1.413 Epoch 3 Batch 674/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.385 Epoch 3 Batch 675/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.337 Epoch 3 Batch 676/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 1.459 Epoch 3 Batch 677/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.463 Epoch 3 Batch 678/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 1.421 Epoch 3 Batch 679/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 1.419 Epoch 3 Batch 680/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 1.463 Epoch 3 Batch 681/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.474 Epoch 3 Batch 682/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.234, Loss: 1.394 Epoch 3 Batch 683/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 1.440 Epoch 3 Batch 684/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.401 Epoch 3 Batch 685/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.437 Epoch 3 Batch 686/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.397 Epoch 3 Batch 687/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.454 Epoch 3 Batch 688/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.422 Epoch 3 Batch 689/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.464 Epoch 3 Batch 690/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.423 Epoch 3 Batch 691/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.234, Loss: 1.496 Epoch 3 Batch 692/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.404 Epoch 3 Batch 693/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 1.508 Epoch 3 Batch 694/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 1.434 Epoch 3 Batch 695/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 1.409 Epoch 3 Batch 696/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.478 Epoch 3 Batch 697/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.382 Epoch 3 Batch 698/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.404 Epoch 3 Batch 699/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.235, Loss: 1.386 Epoch 3 Batch 700/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.442 Epoch 3 Batch 701/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.411 Epoch 3 Batch 702/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.407 Epoch 3 Batch 703/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.462 Epoch 3 Batch 704/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.492 Epoch 3 Batch 705/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.235, Loss: 1.450 Epoch 3 Batch 706/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.493 Epoch 3 Batch 707/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.433 Epoch 3 Batch 708/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 1.383 Epoch 3 Batch 709/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.449 Epoch 3 Batch 710/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.453 Epoch 3 Batch 711/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.451 Epoch 3 Batch 712/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.403 Epoch 3 Batch 713/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.235, Loss: 1.411 Epoch 3 Batch 714/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.235, Loss: 1.487 Epoch 3 Batch 715/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.487 Epoch 3 Batch 716/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.421 Epoch 3 Batch 717/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 1.453 Epoch 3 Batch 718/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.472 Epoch 3 Batch 719/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 1.397 Epoch 3 Batch 720/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 1.432 Epoch 3 Batch 721/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 1.411 Epoch 3 Batch 722/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 1.413 Epoch 3 Batch 723/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.433 Epoch 3 Batch 724/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 1.494 Epoch 3 Batch 725/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 1.425 Epoch 3 Batch 726/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 1.388 Epoch 3 Batch 727/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.427 Epoch 3 Batch 728/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 1.353 Epoch 3 Batch 729/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 1.529 Epoch 3 Batch 730/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.234, Loss: 1.428 Epoch 3 Batch 731/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.234, Loss: 1.402 Epoch 3 Batch 732/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 1.499 Epoch 3 Batch 733/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.432 Epoch 3 Batch 734/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 1.420 Epoch 3 Batch 735/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.429 Epoch 3 Batch 736/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 1.450 Epoch 3 Batch 737/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.479 Epoch 3 Batch 738/1077 - Train Accuracy: 0.290, Validation Accuracy: 0.234, Loss: 1.396 Epoch 3 Batch 739/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 1.471 Epoch 3 Batch 740/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.428 Epoch 3 Batch 741/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.398 Epoch 3 Batch 742/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.467 Epoch 3 Batch 743/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 1.399 Epoch 3 Batch 744/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 1.340 Epoch 3 Batch 745/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.400 Epoch 3 Batch 746/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.450 Epoch 3 Batch 747/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.357 Epoch 3 Batch 748/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.409 Epoch 3 Batch 749/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.506 Epoch 3 Batch 750/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.408 Epoch 3 Batch 751/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.431 Epoch 3 Batch 752/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.403 Epoch 3 Batch 753/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.408 Epoch 3 Batch 754/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.448 Epoch 3 Batch 755/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.390 Epoch 3 Batch 756/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.411 Epoch 3 Batch 757/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 1.419 Epoch 3 Batch 758/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 1.359 Epoch 3 Batch 759/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.390 Epoch 3 Batch 760/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.426 Epoch 3 Batch 761/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 1.457 Epoch 3 Batch 762/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.410 Epoch 3 Batch 763/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 1.411 Epoch 3 Batch 764/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.235, Loss: 1.443 Epoch 3 Batch 765/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.367 Epoch 3 Batch 766/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.453 Epoch 3 Batch 767/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.424 Epoch 3 Batch 768/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.385 Epoch 3 Batch 769/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.379 Epoch 3 Batch 770/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.235, Loss: 1.395 Epoch 3 Batch 771/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.417 Epoch 3 Batch 772/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.235, Loss: 1.412 Epoch 3 Batch 773/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.474 Epoch 3 Batch 774/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.451 Epoch 3 Batch 775/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.420 Epoch 3 Batch 776/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.438 Epoch 3 Batch 777/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.357 Epoch 3 Batch 778/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.235, Loss: 1.389 Epoch 3 Batch 779/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.404 Epoch 3 Batch 780/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.503 Epoch 3 Batch 781/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 1.387 Epoch 3 Batch 782/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.363 Epoch 3 Batch 783/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 1.403 Epoch 3 Batch 784/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.446 Epoch 3 Batch 785/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.236, Loss: 1.360 Epoch 3 Batch 786/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.432 Epoch 3 Batch 787/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.236, Loss: 1.370 Epoch 3 Batch 788/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.392 Epoch 3 Batch 789/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.395 Epoch 3 Batch 790/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.237, Loss: 1.469 Epoch 3 Batch 791/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.388 Epoch 3 Batch 792/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.438 Epoch 3 Batch 793/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.343 Epoch 3 Batch 794/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.236, Loss: 1.363 Epoch 3 Batch 795/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.422 Epoch 3 Batch 796/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.368 Epoch 3 Batch 797/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.450 Epoch 3 Batch 798/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 1.481 Epoch 3 Batch 799/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.235, Loss: 1.459 Epoch 3 Batch 800/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.437 Epoch 3 Batch 801/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.391 Epoch 3 Batch 802/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.432 Epoch 3 Batch 803/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.425 Epoch 3 Batch 804/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.434 Epoch 3 Batch 805/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.441 Epoch 3 Batch 806/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.235, Loss: 1.447 Epoch 3 Batch 807/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.434 Epoch 3 Batch 808/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.478 Epoch 3 Batch 809/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.235, Loss: 1.467 Epoch 3 Batch 810/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.236, Loss: 1.356 Epoch 3 Batch 811/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.236, Loss: 1.376 Epoch 3 Batch 812/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.428 Epoch 3 Batch 813/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.384 Epoch 3 Batch 814/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.357 Epoch 3 Batch 815/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.236, Loss: 1.388 Epoch 3 Batch 816/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.236, Loss: 1.414 Epoch 3 Batch 817/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.458 Epoch 3 Batch 818/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.385 Epoch 3 Batch 819/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.415 Epoch 3 Batch 820/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.514 Epoch 3 Batch 821/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.399 Epoch 3 Batch 822/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.373 Epoch 3 Batch 823/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.415 Epoch 3 Batch 824/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.236, Loss: 1.422 Epoch 3 Batch 825/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.389 Epoch 3 Batch 826/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 1.376 Epoch 3 Batch 827/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.235, Loss: 1.506 Epoch 3 Batch 828/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.371 Epoch 3 Batch 829/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.436 Epoch 3 Batch 830/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.415 Epoch 3 Batch 831/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.236, Loss: 1.396 Epoch 3 Batch 832/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.445 Epoch 3 Batch 833/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.434 Epoch 3 Batch 834/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.235, Loss: 1.391 Epoch 3 Batch 835/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.452 Epoch 3 Batch 836/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.235, Loss: 1.430 Epoch 3 Batch 837/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.420 Epoch 3 Batch 838/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.450 Epoch 3 Batch 839/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.409 Epoch 3 Batch 840/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.380 Epoch 3 Batch 841/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.463 Epoch 3 Batch 842/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.364 Epoch 3 Batch 843/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.236, Loss: 1.362 Epoch 3 Batch 844/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.387 Epoch 3 Batch 845/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.447 Epoch 3 Batch 846/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.317 Epoch 3 Batch 847/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.423 Epoch 3 Batch 848/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.409 Epoch 3 Batch 849/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.390 Epoch 3 Batch 850/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.234, Loss: 1.380 Epoch 3 Batch 851/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.485 Epoch 3 Batch 852/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.394 Epoch 3 Batch 853/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.414 Epoch 3 Batch 854/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.422 Epoch 3 Batch 855/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.426 Epoch 3 Batch 856/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.415 Epoch 3 Batch 857/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.463 Epoch 3 Batch 858/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.236, Loss: 1.367 Epoch 3 Batch 859/1077 - Train Accuracy: 0.172, Validation Accuracy: 0.237, Loss: 1.346 Epoch 3 Batch 860/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.237, Loss: 1.452 Epoch 3 Batch 861/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.464 Epoch 3 Batch 862/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.418 Epoch 3 Batch 863/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.236, Loss: 1.430 Epoch 3 Batch 864/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.423 Epoch 3 Batch 865/1077 - Train Accuracy: 0.238, Validation Accuracy: 0.234, Loss: 1.357 Epoch 3 Batch 866/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.381 Epoch 3 Batch 867/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.533 Epoch 3 Batch 868/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.470 Epoch 3 Batch 869/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.443 Epoch 3 Batch 870/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 1.422 Epoch 3 Batch 871/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.365 Epoch 3 Batch 872/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.374 Epoch 3 Batch 873/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.418 Epoch 3 Batch 874/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.416 Epoch 3 Batch 875/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.392 Epoch 3 Batch 876/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.366 Epoch 3 Batch 877/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.447 Epoch 3 Batch 878/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.366 Epoch 3 Batch 879/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.412 Epoch 3 Batch 880/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.405 Epoch 3 Batch 881/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.364 Epoch 3 Batch 882/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.454 Epoch 3 Batch 883/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.236, Loss: 1.395 Epoch 3 Batch 884/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.416 Epoch 3 Batch 885/1077 - Train Accuracy: 0.238, Validation Accuracy: 0.235, Loss: 1.366 Epoch 3 Batch 886/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.375 Epoch 3 Batch 887/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.403 Epoch 3 Batch 888/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.441 Epoch 3 Batch 889/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.234, Loss: 1.418 Epoch 3 Batch 890/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.234, Loss: 1.332 Epoch 3 Batch 891/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 1.403 Epoch 3 Batch 892/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 1.391 Epoch 3 Batch 893/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 1.421 Epoch 3 Batch 894/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 1.359 Epoch 3 Batch 895/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 1.395 Epoch 3 Batch 896/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 1.533 Epoch 3 Batch 897/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 1.357 Epoch 3 Batch 898/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 1.463 Epoch 3 Batch 899/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.443 Epoch 3 Batch 900/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.399 Epoch 3 Batch 901/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.458 Epoch 3 Batch 902/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 1.475 Epoch 3 Batch 903/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 1.357 Epoch 3 Batch 904/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 1.406 Epoch 3 Batch 905/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 1.355 Epoch 3 Batch 906/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.440 Epoch 3 Batch 907/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.410 Epoch 3 Batch 908/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.442 Epoch 3 Batch 909/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.385 Epoch 3 Batch 910/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.235, Loss: 1.445 Epoch 3 Batch 911/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.234, Loss: 1.343 Epoch 3 Batch 912/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.434 Epoch 3 Batch 913/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.397 Epoch 3 Batch 914/1077 - Train Accuracy: 0.299, Validation Accuracy: 0.235, Loss: 1.387 Epoch 3 Batch 915/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.235, Loss: 1.457 Epoch 3 Batch 916/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.418 Epoch 3 Batch 917/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 1.374 Epoch 3 Batch 918/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.366 Epoch 3 Batch 919/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.235, Loss: 1.372 Epoch 3 Batch 920/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.456 Epoch 3 Batch 921/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 1.412 Epoch 3 Batch 922/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.235, Loss: 1.358 Epoch 3 Batch 923/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 1.423 Epoch 3 Batch 924/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 1.402 Epoch 3 Batch 925/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 1.438 Epoch 3 Batch 926/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.452 Epoch 3 Batch 927/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 1.444 Epoch 3 Batch 928/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 1.411 Epoch 3 Batch 929/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.411 Epoch 3 Batch 930/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 1.389 Epoch 3 Batch 931/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.419 Epoch 3 Batch 932/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.233, Loss: 1.437 Epoch 3 Batch 933/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 1.363 Epoch 3 Batch 934/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 1.369 Epoch 3 Batch 935/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.467 Epoch 3 Batch 936/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 1.421 Epoch 3 Batch 937/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 1.444 Epoch 3 Batch 938/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 1.424 Epoch 3 Batch 939/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 1.438 Epoch 3 Batch 940/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 1.473 Epoch 3 Batch 941/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 1.416 Epoch 3 Batch 942/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 1.410 Epoch 3 Batch 943/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.404 Epoch 3 Batch 944/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 1.411 Epoch 3 Batch 945/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 1.399 Epoch 3 Batch 946/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 1.413 Epoch 3 Batch 947/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 1.543 Epoch 3 Batch 948/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.405 Epoch 3 Batch 949/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.367 Epoch 3 Batch 950/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 1.376 Epoch 3 Batch 951/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 1.409 Epoch 3 Batch 952/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.386 Epoch 3 Batch 953/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.235, Loss: 1.360 Epoch 3 Batch 954/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 1.474 Epoch 3 Batch 955/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.406 Epoch 3 Batch 956/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.345 Epoch 3 Batch 957/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.406 Epoch 3 Batch 958/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.382 Epoch 3 Batch 959/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.331 Epoch 3 Batch 960/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 1.402 Epoch 3 Batch 961/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.411 Epoch 3 Batch 962/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.417 Epoch 3 Batch 963/1077 - Train Accuracy: 0.069, Validation Accuracy: 0.234, Loss: 1.482 Epoch 3 Batch 964/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.364 Epoch 3 Batch 965/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.234, Loss: 1.405 Epoch 3 Batch 966/1077 - Train Accuracy: 0.264, Validation Accuracy: 0.234, Loss: 1.273 Epoch 3 Batch 967/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.423 Epoch 3 Batch 968/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 1.446 Epoch 3 Batch 969/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 1.366 Epoch 3 Batch 970/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.411 Epoch 3 Batch 971/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.380 Epoch 3 Batch 972/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.451 Epoch 3 Batch 973/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 1.357 Epoch 3 Batch 974/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.234, Loss: 1.343 Epoch 3 Batch 975/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.234, Loss: 1.434 Epoch 3 Batch 976/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.369 Epoch 3 Batch 977/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.404 Epoch 3 Batch 978/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.365 Epoch 3 Batch 979/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 1.412 Epoch 3 Batch 980/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.364 Epoch 3 Batch 981/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 1.410 Epoch 3 Batch 982/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 1.362 Epoch 3 Batch 983/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 1.471 Epoch 3 Batch 984/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.391 Epoch 3 Batch 985/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.399 Epoch 3 Batch 986/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.435 Epoch 3 Batch 987/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.235, Loss: 1.453 Epoch 3 Batch 988/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.235, Loss: 1.422 Epoch 3 Batch 989/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.393 Epoch 3 Batch 990/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.235, Loss: 1.433 Epoch 3 Batch 991/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.448 Epoch 3 Batch 992/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.388 Epoch 3 Batch 993/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.361 Epoch 3 Batch 994/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.435 Epoch 3 Batch 995/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.236, Loss: 1.395 Epoch 3 Batch 996/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.384 Epoch 3 Batch 997/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.235, Loss: 1.443 Epoch 3 Batch 998/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.382 Epoch 3 Batch 999/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.375 Epoch 3 Batch 1000/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.236, Loss: 1.375 Epoch 3 Batch 1001/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.235, Loss: 1.344 Epoch 3 Batch 1002/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.361 Epoch 3 Batch 1003/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.234, Loss: 1.360 Epoch 3 Batch 1004/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.346 Epoch 3 Batch 1005/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.376 Epoch 3 Batch 1006/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.356 Epoch 3 Batch 1007/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.236, Loss: 1.355 Epoch 3 Batch 1008/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.434 Epoch 3 Batch 1009/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.375 Epoch 3 Batch 1010/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.456 Epoch 3 Batch 1011/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.374 Epoch 3 Batch 1012/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.236, Loss: 1.423 Epoch 3 Batch 1013/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.362 Epoch 3 Batch 1014/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.364 Epoch 3 Batch 1015/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.423 Epoch 3 Batch 1016/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 1.386 Epoch 3 Batch 1017/1077 - Train Accuracy: 0.131, Validation Accuracy: 0.235, Loss: 1.395 Epoch 3 Batch 1018/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.375 Epoch 3 Batch 1019/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.364 Epoch 3 Batch 1020/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.377 Epoch 3 Batch 1021/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.368 Epoch 3 Batch 1022/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.381 Epoch 3 Batch 1023/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.234, Loss: 1.300 Epoch 3 Batch 1024/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.367 Epoch 3 Batch 1025/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.360 Epoch 3 Batch 1026/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 1.292 Epoch 3 Batch 1027/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.391 Epoch 3 Batch 1028/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.355 Epoch 3 Batch 1029/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.353 Epoch 3 Batch 1030/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.351 Epoch 3 Batch 1031/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.234, Loss: 1.442 Epoch 3 Batch 1032/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.345 Epoch 3 Batch 1033/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.409 Epoch 3 Batch 1034/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.407 Epoch 3 Batch 1035/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.394 Epoch 3 Batch 1036/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.427 Epoch 3 Batch 1037/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.501 Epoch 3 Batch 1038/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.391 Epoch 3 Batch 1039/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 1.401 Epoch 3 Batch 1040/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 1.455 Epoch 3 Batch 1041/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 1.375 Epoch 3 Batch 1042/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.334 Epoch 3 Batch 1043/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.432 Epoch 3 Batch 1044/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.374 Epoch 3 Batch 1045/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.234, Loss: 1.432 Epoch 3 Batch 1046/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 1.377 Epoch 3 Batch 1047/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.388 Epoch 3 Batch 1048/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.402 Epoch 3 Batch 1049/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.406 Epoch 3 Batch 1050/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 1.383 Epoch 3 Batch 1051/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.359 Epoch 3 Batch 1052/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 1.338 Epoch 3 Batch 1053/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 1.366 Epoch 3 Batch 1054/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.374 Epoch 3 Batch 1055/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.446 Epoch 3 Batch 1056/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.375 Epoch 3 Batch 1057/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.235, Loss: 1.414 Epoch 3 Batch 1058/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.235, Loss: 1.464 Epoch 3 Batch 1059/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 1.410 Epoch 3 Batch 1060/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.370 Epoch 3 Batch 1061/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.425 Epoch 3 Batch 1062/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.234, Loss: 1.326 Epoch 3 Batch 1063/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 1.383 Epoch 3 Batch 1064/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 1.476 Epoch 3 Batch 1065/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 1.403 Epoch 3 Batch 1066/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 1.385 Epoch 3 Batch 1067/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.403 Epoch 3 Batch 1068/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.406 Epoch 3 Batch 1069/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.356 Epoch 3 Batch 1070/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.235, Loss: 1.398 Epoch 3 Batch 1071/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.337 Epoch 3 Batch 1072/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.379 Epoch 3 Batch 1073/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.424 Epoch 3 Batch 1074/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.427 Epoch 3 Batch 1075/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 1.453 Epoch 4 Batch 0/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 1.388 Epoch 4 Batch 1/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.386 Epoch 4 Batch 2/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 1.408 Epoch 4 Batch 3/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.394 Epoch 4 Batch 4/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.420 Epoch 4 Batch 5/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.425 Epoch 4 Batch 6/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.385 Epoch 4 Batch 7/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.235, Loss: 1.373 Epoch 4 Batch 8/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.361 Epoch 4 Batch 9/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.328 Epoch 4 Batch 10/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.235, Loss: 1.396 Epoch 4 Batch 11/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 1.384 Epoch 4 Batch 12/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.450 Epoch 4 Batch 13/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.356 Epoch 4 Batch 14/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.385 Epoch 4 Batch 15/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.376 Epoch 4 Batch 16/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.346 Epoch 4 Batch 17/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.345 Epoch 4 Batch 18/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.465 Epoch 4 Batch 19/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.389 Epoch 4 Batch 20/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.425 Epoch 4 Batch 21/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 1.380 Epoch 4 Batch 22/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.336 Epoch 4 Batch 23/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.371 Epoch 4 Batch 24/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.415 Epoch 4 Batch 25/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.406 Epoch 4 Batch 26/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 1.409 Epoch 4 Batch 27/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.330 Epoch 4 Batch 28/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.362 Epoch 4 Batch 29/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.416 Epoch 4 Batch 30/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.367 Epoch 4 Batch 31/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.384 Epoch 4 Batch 32/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 1.387 Epoch 4 Batch 33/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 1.394 Epoch 4 Batch 34/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.362 Epoch 4 Batch 35/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.437 Epoch 4 Batch 36/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.417 Epoch 4 Batch 37/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.371 Epoch 4 Batch 38/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.235, Loss: 1.451 Epoch 4 Batch 39/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.450 Epoch 4 Batch 40/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.418 Epoch 4 Batch 41/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.396 Epoch 4 Batch 42/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.398 Epoch 4 Batch 43/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.235, Loss: 1.400 Epoch 4 Batch 44/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.235, Loss: 1.444 Epoch 4 Batch 45/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.379 Epoch 4 Batch 46/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.235, Loss: 1.427 Epoch 4 Batch 47/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.400 Epoch 4 Batch 48/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.424 Epoch 4 Batch 49/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.235, Loss: 1.393 Epoch 4 Batch 50/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.235, Loss: 1.386 Epoch 4 Batch 51/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.354 Epoch 4 Batch 52/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.235, Loss: 1.367 Epoch 4 Batch 53/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.235, Loss: 1.387 Epoch 4 Batch 54/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.405 Epoch 4 Batch 55/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.365 Epoch 4 Batch 56/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.426 Epoch 4 Batch 57/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.235, Loss: 1.347 Epoch 4 Batch 58/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.344 Epoch 4 Batch 59/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.235, Loss: 1.368 Epoch 4 Batch 60/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.235, Loss: 1.364 Epoch 4 Batch 61/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.385 Epoch 4 Batch 62/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.235, Loss: 1.401 Epoch 4 Batch 63/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.422 Epoch 4 Batch 64/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.373 Epoch 4 Batch 65/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.370 Epoch 4 Batch 66/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.235, Loss: 1.339 Epoch 4 Batch 67/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.284 Epoch 4 Batch 68/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.426 Epoch 4 Batch 69/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.439 Epoch 4 Batch 70/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.235, Loss: 1.412 Epoch 4 Batch 71/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.412 Epoch 4 Batch 72/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.388 Epoch 4 Batch 73/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.383 Epoch 4 Batch 74/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 1.392 Epoch 4 Batch 75/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.394 Epoch 4 Batch 76/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.401 Epoch 4 Batch 77/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.331 Epoch 4 Batch 78/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.235, Loss: 1.405 Epoch 4 Batch 79/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.450 Epoch 4 Batch 80/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.391 Epoch 4 Batch 81/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.235, Loss: 1.343 Epoch 4 Batch 82/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.234, Loss: 1.330 Epoch 4 Batch 83/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 1.355 Epoch 4 Batch 84/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.388 Epoch 4 Batch 85/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.383 Epoch 4 Batch 86/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.386 Epoch 4 Batch 87/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.399 Epoch 4 Batch 88/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.404 Epoch 4 Batch 89/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.358 Epoch 4 Batch 90/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.447 Epoch 4 Batch 91/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.355 Epoch 4 Batch 92/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.373 Epoch 4 Batch 93/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.385 Epoch 4 Batch 94/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.366 Epoch 4 Batch 95/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 1.347 Epoch 4 Batch 96/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.402 Epoch 4 Batch 97/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.346 Epoch 4 Batch 98/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.341 Epoch 4 Batch 99/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.235, Loss: 1.437 Epoch 4 Batch 100/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.359 Epoch 4 Batch 101/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.352 Epoch 4 Batch 102/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.344 Epoch 4 Batch 103/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.235, Loss: 1.437 Epoch 4 Batch 104/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.235, Loss: 1.424 Epoch 4 Batch 105/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.396 Epoch 4 Batch 106/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 1.333 Epoch 4 Batch 107/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.234, Loss: 1.352 Epoch 4 Batch 108/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.234, Loss: 1.376 Epoch 4 Batch 109/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.381 Epoch 4 Batch 110/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.234, Loss: 1.409 Epoch 4 Batch 111/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.382 Epoch 4 Batch 112/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.390 Epoch 4 Batch 113/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.368 Epoch 4 Batch 114/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.342 Epoch 4 Batch 115/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.404 Epoch 4 Batch 116/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.236, Loss: 1.414 Epoch 4 Batch 117/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.236, Loss: 1.409 Epoch 4 Batch 118/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.235, Loss: 1.464 Epoch 4 Batch 119/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.399 Epoch 4 Batch 120/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.378 Epoch 4 Batch 121/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.302 Epoch 4 Batch 122/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.368 Epoch 4 Batch 123/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.321 Epoch 4 Batch 124/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.410 Epoch 4 Batch 125/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.365 Epoch 4 Batch 126/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.351 Epoch 4 Batch 127/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.376 Epoch 4 Batch 128/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.325 Epoch 4 Batch 129/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.345 Epoch 4 Batch 130/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 1.374 Epoch 4 Batch 131/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.371 Epoch 4 Batch 132/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.414 Epoch 4 Batch 133/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.235, Loss: 1.328 Epoch 4 Batch 134/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.369 Epoch 4 Batch 135/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.235, Loss: 1.303 Epoch 4 Batch 136/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.426 Epoch 4 Batch 137/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.331 Epoch 4 Batch 138/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.346 Epoch 4 Batch 139/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.358 Epoch 4 Batch 140/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.238, Loss: 1.465 Epoch 4 Batch 141/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.358 Epoch 4 Batch 142/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.424 Epoch 4 Batch 143/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.375 Epoch 4 Batch 144/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.415 Epoch 4 Batch 145/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.238, Loss: 1.402 Epoch 4 Batch 146/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.238, Loss: 1.371 Epoch 4 Batch 147/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.239, Loss: 1.392 Epoch 4 Batch 148/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.389 Epoch 4 Batch 149/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.430 Epoch 4 Batch 150/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.237, Loss: 1.318 Epoch 4 Batch 151/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.237, Loss: 1.357 Epoch 4 Batch 152/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.237, Loss: 1.284 Epoch 4 Batch 153/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.436 Epoch 4 Batch 154/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.373 Epoch 4 Batch 155/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.400 Epoch 4 Batch 156/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.402 Epoch 4 Batch 157/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.428 Epoch 4 Batch 158/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.238, Loss: 1.353 Epoch 4 Batch 159/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.428 Epoch 4 Batch 160/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.352 Epoch 4 Batch 161/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.348 Epoch 4 Batch 162/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.464 Epoch 4 Batch 163/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.382 Epoch 4 Batch 164/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.405 Epoch 4 Batch 165/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.236, Loss: 1.331 Epoch 4 Batch 166/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.236, Loss: 1.396 Epoch 4 Batch 167/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.352 Epoch 4 Batch 168/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.237, Loss: 1.364 Epoch 4 Batch 169/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.303 Epoch 4 Batch 170/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.426 Epoch 4 Batch 171/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.236, Loss: 1.333 Epoch 4 Batch 172/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.236, Loss: 1.303 Epoch 4 Batch 173/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.236, Loss: 1.367 Epoch 4 Batch 174/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.408 Epoch 4 Batch 175/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.381 Epoch 4 Batch 176/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.448 Epoch 4 Batch 177/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.236, Loss: 1.365 Epoch 4 Batch 178/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.400 Epoch 4 Batch 179/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.237, Loss: 1.451 Epoch 4 Batch 180/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.406 Epoch 4 Batch 181/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.426 Epoch 4 Batch 182/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.317 Epoch 4 Batch 183/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.351 Epoch 4 Batch 184/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.392 Epoch 4 Batch 185/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.378 Epoch 4 Batch 186/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.237, Loss: 1.378 Epoch 4 Batch 187/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.406 Epoch 4 Batch 188/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.388 Epoch 4 Batch 189/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.375 Epoch 4 Batch 190/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.348 Epoch 4 Batch 191/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.238, Loss: 1.288 Epoch 4 Batch 192/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.335 Epoch 4 Batch 193/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.334 Epoch 4 Batch 194/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.332 Epoch 4 Batch 195/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.395 Epoch 4 Batch 196/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.238, Loss: 1.386 Epoch 4 Batch 197/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.332 Epoch 4 Batch 198/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.238, Loss: 1.375 Epoch 4 Batch 199/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.310 Epoch 4 Batch 200/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.328 Epoch 4 Batch 201/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.315 Epoch 4 Batch 202/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.328 Epoch 4 Batch 203/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.301 Epoch 4 Batch 204/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.379 Epoch 4 Batch 205/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.361 Epoch 4 Batch 206/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.374 Epoch 4 Batch 207/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.236, Loss: 1.353 Epoch 4 Batch 208/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.236, Loss: 1.377 Epoch 4 Batch 209/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.304 Epoch 4 Batch 210/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.236, Loss: 1.363 Epoch 4 Batch 211/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.382 Epoch 4 Batch 212/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.236, Loss: 1.333 Epoch 4 Batch 213/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.300 Epoch 4 Batch 214/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.393 Epoch 4 Batch 215/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.422 Epoch 4 Batch 216/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.424 Epoch 4 Batch 217/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.416 Epoch 4 Batch 218/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.237, Loss: 1.388 Epoch 4 Batch 219/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.237, Loss: 1.365 Epoch 4 Batch 220/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.376 Epoch 4 Batch 221/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.237, Loss: 1.404 Epoch 4 Batch 222/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.416 Epoch 4 Batch 223/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.357 Epoch 4 Batch 224/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.390 Epoch 4 Batch 225/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.373 Epoch 4 Batch 226/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.368 Epoch 4 Batch 227/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.457 Epoch 4 Batch 228/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.411 Epoch 4 Batch 229/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.236, Loss: 1.348 Epoch 4 Batch 230/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.387 Epoch 4 Batch 231/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.358 Epoch 4 Batch 232/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.237, Loss: 1.404 Epoch 4 Batch 233/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.399 Epoch 4 Batch 234/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.237, Loss: 1.290 Epoch 4 Batch 235/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.310 Epoch 4 Batch 236/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.332 Epoch 4 Batch 237/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.291 Epoch 4 Batch 238/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.381 Epoch 4 Batch 239/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.237, Loss: 1.347 Epoch 4 Batch 240/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.363 Epoch 4 Batch 241/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.319 Epoch 4 Batch 242/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.343 Epoch 4 Batch 243/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.402 Epoch 4 Batch 244/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.237, Loss: 1.283 Epoch 4 Batch 245/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.313 Epoch 4 Batch 246/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.357 Epoch 4 Batch 247/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.369 Epoch 4 Batch 248/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.357 Epoch 4 Batch 249/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.237, Loss: 1.351 Epoch 4 Batch 250/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.237, Loss: 1.330 Epoch 4 Batch 251/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.238, Loss: 1.401 Epoch 4 Batch 252/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.238, Loss: 1.371 Epoch 4 Batch 253/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.238, Loss: 1.284 Epoch 4 Batch 254/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.341 Epoch 4 Batch 255/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.237, Loss: 1.366 Epoch 4 Batch 256/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.384 Epoch 4 Batch 257/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.366 Epoch 4 Batch 258/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.238, Loss: 1.383 Epoch 4 Batch 259/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.328 Epoch 4 Batch 260/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.238, Loss: 1.344 Epoch 4 Batch 261/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.237, Loss: 1.300 Epoch 4 Batch 262/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.371 Epoch 4 Batch 263/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.239, Loss: 1.377 Epoch 4 Batch 264/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.239, Loss: 1.348 Epoch 4 Batch 265/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 1.376 Epoch 4 Batch 266/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.239, Loss: 1.386 Epoch 4 Batch 267/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.239, Loss: 1.316 Epoch 4 Batch 268/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.345 Epoch 4 Batch 269/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.238, Loss: 1.389 Epoch 4 Batch 270/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.238, Loss: 1.342 Epoch 4 Batch 271/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.333 Epoch 4 Batch 272/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.238, Loss: 1.411 Epoch 4 Batch 273/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.238, Loss: 1.386 Epoch 4 Batch 274/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.238, Loss: 1.354 Epoch 4 Batch 275/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.364 Epoch 4 Batch 276/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.239, Loss: 1.373 Epoch 4 Batch 277/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.239, Loss: 1.337 Epoch 4 Batch 278/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.239, Loss: 1.390 Epoch 4 Batch 279/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.239, Loss: 1.390 Epoch 4 Batch 280/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.394 Epoch 4 Batch 281/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.335 Epoch 4 Batch 282/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.390 Epoch 4 Batch 283/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.398 Epoch 4 Batch 284/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.404 Epoch 4 Batch 285/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.236, Loss: 1.350 Epoch 4 Batch 286/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.360 Epoch 4 Batch 287/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.236, Loss: 1.345 Epoch 4 Batch 288/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.361 Epoch 4 Batch 289/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.359 Epoch 4 Batch 290/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.430 Epoch 4 Batch 291/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.237, Loss: 1.382 Epoch 4 Batch 292/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.236, Loss: 1.389 Epoch 4 Batch 293/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.236, Loss: 1.386 Epoch 4 Batch 294/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.236, Loss: 1.316 Epoch 4 Batch 295/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.237, Loss: 1.379 Epoch 4 Batch 296/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.345 Epoch 4 Batch 297/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.449 Epoch 4 Batch 298/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.339 Epoch 4 Batch 299/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.237, Loss: 1.389 Epoch 4 Batch 300/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.381 Epoch 4 Batch 301/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.353 Epoch 4 Batch 302/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.359 Epoch 4 Batch 303/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.239, Loss: 1.366 Epoch 4 Batch 304/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.238, Loss: 1.342 Epoch 4 Batch 305/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.386 Epoch 4 Batch 306/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.369 Epoch 4 Batch 307/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.238, Loss: 1.339 Epoch 4 Batch 308/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.238, Loss: 1.393 Epoch 4 Batch 309/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.238, Loss: 1.340 Epoch 4 Batch 310/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.361 Epoch 4 Batch 311/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.238, Loss: 1.309 Epoch 4 Batch 312/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.238, Loss: 1.489 Epoch 4 Batch 313/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.349 Epoch 4 Batch 314/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.318 Epoch 4 Batch 315/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.284 Epoch 4 Batch 316/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.239, Loss: 1.293 Epoch 4 Batch 317/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.238, Loss: 1.404 Epoch 4 Batch 318/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.383 Epoch 4 Batch 319/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.311 Epoch 4 Batch 320/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.237, Loss: 1.377 Epoch 4 Batch 321/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.315 Epoch 4 Batch 322/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.237, Loss: 1.334 Epoch 4 Batch 323/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.392 Epoch 4 Batch 324/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.399 Epoch 4 Batch 325/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.238, Loss: 1.416 Epoch 4 Batch 326/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.238, Loss: 1.330 Epoch 4 Batch 327/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.411 Epoch 4 Batch 328/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.303 Epoch 4 Batch 329/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.360 Epoch 4 Batch 330/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.323 Epoch 4 Batch 331/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.238, Loss: 1.383 Epoch 4 Batch 332/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.315 Epoch 4 Batch 333/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.238, Loss: 1.308 Epoch 4 Batch 334/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.287 Epoch 4 Batch 335/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.238, Loss: 1.351 Epoch 4 Batch 336/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.333 Epoch 4 Batch 337/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.327 Epoch 4 Batch 338/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.238, Loss: 1.342 Epoch 4 Batch 339/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.329 Epoch 4 Batch 340/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.238, Loss: 1.267 Epoch 4 Batch 341/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.436 Epoch 4 Batch 342/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.237, Loss: 1.362 Epoch 4 Batch 343/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.377 Epoch 4 Batch 344/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.337 Epoch 4 Batch 345/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.307 Epoch 4 Batch 346/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.315 Epoch 4 Batch 347/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.238, Loss: 1.325 Epoch 4 Batch 348/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.388 Epoch 4 Batch 349/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.335 Epoch 4 Batch 350/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.366 Epoch 4 Batch 351/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.237, Loss: 1.363 Epoch 4 Batch 352/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.238, Loss: 1.344 Epoch 4 Batch 353/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.237, Loss: 1.372 Epoch 4 Batch 354/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.348 Epoch 4 Batch 355/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.395 Epoch 4 Batch 356/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.333 Epoch 4 Batch 357/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.237, Loss: 1.346 Epoch 4 Batch 358/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.237, Loss: 1.384 Epoch 4 Batch 359/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.367 Epoch 4 Batch 360/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.356 Epoch 4 Batch 361/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.237, Loss: 1.395 Epoch 4 Batch 362/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.390 Epoch 4 Batch 363/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.426 Epoch 4 Batch 364/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.335 Epoch 4 Batch 365/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.238, Loss: 1.371 Epoch 4 Batch 366/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.384 Epoch 4 Batch 367/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.237, Loss: 1.288 Epoch 4 Batch 368/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.310 Epoch 4 Batch 369/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.339 Epoch 4 Batch 370/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.238, Loss: 1.406 Epoch 4 Batch 371/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.345 Epoch 4 Batch 372/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.238, Loss: 1.324 Epoch 4 Batch 373/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.307 Epoch 4 Batch 374/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.237, Loss: 1.371 Epoch 4 Batch 375/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.237, Loss: 1.279 Epoch 4 Batch 376/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.236, Loss: 1.327 Epoch 4 Batch 377/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.366 Epoch 4 Batch 378/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.318 Epoch 4 Batch 379/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.366 Epoch 4 Batch 380/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.236, Loss: 1.297 Epoch 4 Batch 381/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.297 Epoch 4 Batch 382/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.236, Loss: 1.385 Epoch 4 Batch 383/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.236, Loss: 1.327 Epoch 4 Batch 384/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.380 Epoch 4 Batch 385/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.338 Epoch 4 Batch 386/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.334 Epoch 4 Batch 387/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.324 Epoch 4 Batch 388/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.236, Loss: 1.343 Epoch 4 Batch 389/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.308 Epoch 4 Batch 390/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.396 Epoch 4 Batch 391/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.236, Loss: 1.361 Epoch 4 Batch 392/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.387 Epoch 4 Batch 393/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.296 Epoch 4 Batch 394/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.382 Epoch 4 Batch 395/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.332 Epoch 4 Batch 396/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.372 Epoch 4 Batch 397/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.326 Epoch 4 Batch 398/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.348 Epoch 4 Batch 399/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.237, Loss: 1.362 Epoch 4 Batch 400/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.366 Epoch 4 Batch 401/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.373 Epoch 4 Batch 402/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.371 Epoch 4 Batch 403/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.321 Epoch 4 Batch 404/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.317 Epoch 4 Batch 405/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.236, Loss: 1.450 Epoch 4 Batch 406/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.237, Loss: 1.377 Epoch 4 Batch 407/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.376 Epoch 4 Batch 408/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.381 Epoch 4 Batch 409/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.342 Epoch 4 Batch 410/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.238, Loss: 1.334 Epoch 4 Batch 411/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.238, Loss: 1.365 Epoch 4 Batch 412/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.310 Epoch 4 Batch 413/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.347 Epoch 4 Batch 414/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.366 Epoch 4 Batch 415/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.238, Loss: 1.304 Epoch 4 Batch 416/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.237, Loss: 1.383 Epoch 4 Batch 417/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.303 Epoch 4 Batch 418/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.376 Epoch 4 Batch 419/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.439 Epoch 4 Batch 420/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.276 Epoch 4 Batch 421/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.419 Epoch 4 Batch 422/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.236, Loss: 1.340 Epoch 4 Batch 423/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.367 Epoch 4 Batch 424/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.236, Loss: 1.380 Epoch 4 Batch 425/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.237, Loss: 1.371 Epoch 4 Batch 426/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.365 Epoch 4 Batch 427/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.236, Loss: 1.320 Epoch 4 Batch 428/1077 - Train Accuracy: 0.207, Validation Accuracy: 0.237, Loss: 1.322 Epoch 4 Batch 429/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.307 Epoch 4 Batch 430/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.338 Epoch 4 Batch 431/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.370 Epoch 4 Batch 432/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.236, Loss: 1.294 Epoch 4 Batch 433/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.236, Loss: 1.391 Epoch 4 Batch 434/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.388 Epoch 4 Batch 435/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.236, Loss: 1.384 Epoch 4 Batch 436/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.236, Loss: 1.397 Epoch 4 Batch 437/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.313 Epoch 4 Batch 438/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.392 Epoch 4 Batch 439/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.376 Epoch 4 Batch 440/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.316 Epoch 4 Batch 441/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.323 Epoch 4 Batch 442/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.298 Epoch 4 Batch 443/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.329 Epoch 4 Batch 444/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.361 Epoch 4 Batch 445/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.423 Epoch 4 Batch 446/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 1.321 Epoch 4 Batch 447/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.345 Epoch 4 Batch 448/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.364 Epoch 4 Batch 449/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.404 Epoch 4 Batch 450/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.365 Epoch 4 Batch 451/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.373 Epoch 4 Batch 452/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.356 Epoch 4 Batch 453/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.347 Epoch 4 Batch 454/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.334 Epoch 4 Batch 455/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.236, Loss: 1.280 Epoch 4 Batch 456/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.328 Epoch 4 Batch 457/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.397 Epoch 4 Batch 458/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.351 Epoch 4 Batch 459/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.353 Epoch 4 Batch 460/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.352 Epoch 4 Batch 461/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.351 Epoch 4 Batch 462/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.305 Epoch 4 Batch 463/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.360 Epoch 4 Batch 464/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.237, Loss: 1.307 Epoch 4 Batch 465/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.414 Epoch 4 Batch 466/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.366 Epoch 4 Batch 467/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.236, Loss: 1.349 Epoch 4 Batch 468/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.236, Loss: 1.383 Epoch 4 Batch 469/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.323 Epoch 4 Batch 470/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.364 Epoch 4 Batch 471/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.238, Loss: 1.338 Epoch 4 Batch 472/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.238, Loss: 1.277 Epoch 4 Batch 473/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.362 Epoch 4 Batch 474/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.361 Epoch 4 Batch 475/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.237, Loss: 1.306 Epoch 4 Batch 476/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.238, Loss: 1.321 Epoch 4 Batch 477/1077 - Train Accuracy: 0.208, Validation Accuracy: 0.238, Loss: 1.300 Epoch 4 Batch 478/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.238, Loss: 1.413 Epoch 4 Batch 479/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.317 Epoch 4 Batch 480/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.326 Epoch 4 Batch 481/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.309 Epoch 4 Batch 482/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.238, Loss: 1.407 Epoch 4 Batch 483/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.238, Loss: 1.392 Epoch 4 Batch 484/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.391 Epoch 4 Batch 485/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.382 Epoch 4 Batch 486/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.238, Loss: 1.374 Epoch 4 Batch 487/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.238, Loss: 1.435 Epoch 4 Batch 488/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.238, Loss: 1.302 Epoch 4 Batch 489/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.238, Loss: 1.354 Epoch 4 Batch 490/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.372 Epoch 4 Batch 491/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.347 Epoch 4 Batch 492/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.238, Loss: 1.466 Epoch 4 Batch 493/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.238, Loss: 1.300 Epoch 4 Batch 494/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.351 Epoch 4 Batch 495/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.314 Epoch 4 Batch 496/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.236, Loss: 1.258 Epoch 4 Batch 497/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.385 Epoch 4 Batch 498/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.351 Epoch 4 Batch 499/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.237, Loss: 1.366 Epoch 4 Batch 500/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.349 Epoch 4 Batch 501/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.238, Loss: 1.353 Epoch 4 Batch 502/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.388 Epoch 4 Batch 503/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.238, Loss: 1.329 Epoch 4 Batch 504/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.239, Loss: 1.401 Epoch 4 Batch 505/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.284 Epoch 4 Batch 506/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.366 Epoch 4 Batch 507/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.313 Epoch 4 Batch 508/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.393 Epoch 4 Batch 509/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.325 Epoch 4 Batch 510/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.356 Epoch 4 Batch 511/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.331 Epoch 4 Batch 512/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.332 Epoch 4 Batch 513/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.331 Epoch 4 Batch 514/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.328 Epoch 4 Batch 515/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.409 Epoch 4 Batch 516/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.237, Loss: 1.345 Epoch 4 Batch 517/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.290 Epoch 4 Batch 518/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.309 Epoch 4 Batch 519/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.366 Epoch 4 Batch 520/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 1.290 Epoch 4 Batch 521/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.318 Epoch 4 Batch 522/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.413 Epoch 4 Batch 523/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.343 Epoch 4 Batch 524/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.394 Epoch 4 Batch 525/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.237, Loss: 1.312 Epoch 4 Batch 526/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.374 Epoch 4 Batch 527/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.238, Loss: 1.323 Epoch 4 Batch 528/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.339 Epoch 4 Batch 529/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.308 Epoch 4 Batch 530/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.375 Epoch 4 Batch 531/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.337 Epoch 4 Batch 532/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.238, Loss: 1.378 Epoch 4 Batch 533/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.394 Epoch 4 Batch 534/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.238, Loss: 1.333 Epoch 4 Batch 535/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.339 Epoch 4 Batch 536/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.303 Epoch 4 Batch 537/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.422 Epoch 4 Batch 538/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.325 Epoch 4 Batch 539/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.329 Epoch 4 Batch 540/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.299 Epoch 4 Batch 541/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.335 Epoch 4 Batch 542/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.412 Epoch 4 Batch 543/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.309 Epoch 4 Batch 544/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.339 Epoch 4 Batch 545/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.238, Loss: 1.398 Epoch 4 Batch 546/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.238, Loss: 1.347 Epoch 4 Batch 547/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.287 Epoch 4 Batch 548/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.332 Epoch 4 Batch 549/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.357 Epoch 4 Batch 550/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.410 Epoch 4 Batch 551/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.343 Epoch 4 Batch 552/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.296 Epoch 4 Batch 553/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.235, Loss: 1.334 Epoch 4 Batch 554/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.236, Loss: 1.383 Epoch 4 Batch 555/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.347 Epoch 4 Batch 556/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.304 Epoch 4 Batch 557/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.353 Epoch 4 Batch 558/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.303 Epoch 4 Batch 559/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.353 Epoch 4 Batch 560/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.380 Epoch 4 Batch 561/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.238, Loss: 1.261 Epoch 4 Batch 562/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.293 Epoch 4 Batch 563/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.335 Epoch 4 Batch 564/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.236, Loss: 1.393 Epoch 4 Batch 565/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.307 Epoch 4 Batch 566/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.409 Epoch 4 Batch 567/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.318 Epoch 4 Batch 568/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.378 Epoch 4 Batch 569/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.376 Epoch 4 Batch 570/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.235, Loss: 1.355 Epoch 4 Batch 571/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.235, Loss: 1.318 Epoch 4 Batch 572/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.280 Epoch 4 Batch 573/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.364 Epoch 4 Batch 574/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.235, Loss: 1.396 Epoch 4 Batch 575/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.353 Epoch 4 Batch 576/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.236, Loss: 1.315 Epoch 4 Batch 577/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.236, Loss: 1.377 Epoch 4 Batch 578/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.316 Epoch 4 Batch 579/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.383 Epoch 4 Batch 580/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.236, Loss: 1.270 Epoch 4 Batch 581/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.327 Epoch 4 Batch 582/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.320 Epoch 4 Batch 583/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.394 Epoch 4 Batch 584/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.305 Epoch 4 Batch 585/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.311 Epoch 4 Batch 586/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.236, Loss: 1.332 Epoch 4 Batch 587/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.236, Loss: 1.368 Epoch 4 Batch 588/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.364 Epoch 4 Batch 589/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.236, Loss: 1.304 Epoch 4 Batch 590/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.236, Loss: 1.389 Epoch 4 Batch 591/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.236, Loss: 1.330 Epoch 4 Batch 592/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.405 Epoch 4 Batch 593/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.237, Loss: 1.376 Epoch 4 Batch 594/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.323 Epoch 4 Batch 595/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.353 Epoch 4 Batch 596/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.317 Epoch 4 Batch 597/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.237, Loss: 1.367 Epoch 4 Batch 598/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.238, Loss: 1.343 Epoch 4 Batch 599/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.389 Epoch 4 Batch 600/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.237, Loss: 1.340 Epoch 4 Batch 601/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.237, Loss: 1.314 Epoch 4 Batch 602/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.302 Epoch 4 Batch 603/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.319 Epoch 4 Batch 604/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.333 Epoch 4 Batch 605/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.237, Loss: 1.386 Epoch 4 Batch 606/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.238, Loss: 1.249 Epoch 4 Batch 607/1077 - Train Accuracy: 0.243, Validation Accuracy: 0.239, Loss: 1.315 Epoch 4 Batch 608/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.368 Epoch 4 Batch 609/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.266 Epoch 4 Batch 610/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.239, Loss: 1.326 Epoch 4 Batch 611/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.239, Loss: 1.340 Epoch 4 Batch 612/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.239, Loss: 1.368 Epoch 4 Batch 613/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.239, Loss: 1.337 Epoch 4 Batch 614/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.238, Loss: 1.245 Epoch 4 Batch 615/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.239, Loss: 1.288 Epoch 4 Batch 616/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.239, Loss: 1.373 Epoch 4 Batch 617/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.239, Loss: 1.319 Epoch 4 Batch 618/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.240, Loss: 1.369 Epoch 4 Batch 619/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.238, Loss: 1.341 Epoch 4 Batch 620/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.322 Epoch 4 Batch 621/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.362 Epoch 4 Batch 622/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.237, Loss: 1.354 Epoch 4 Batch 623/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.237, Loss: 1.274 Epoch 4 Batch 624/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 1.315 Epoch 4 Batch 625/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.330 Epoch 4 Batch 626/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.237, Loss: 1.305 Epoch 4 Batch 627/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.321 Epoch 4 Batch 628/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.371 Epoch 4 Batch 629/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.237, Loss: 1.354 Epoch 4 Batch 630/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.286 Epoch 4 Batch 631/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.236, Loss: 1.248 Epoch 4 Batch 632/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.359 Epoch 4 Batch 633/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.284 Epoch 4 Batch 634/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.236, Loss: 1.361 Epoch 4 Batch 635/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.236, Loss: 1.424 Epoch 4 Batch 636/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.236, Loss: 1.283 Epoch 4 Batch 637/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.412 Epoch 4 Batch 638/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.236, Loss: 1.336 Epoch 4 Batch 639/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.385 Epoch 4 Batch 640/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.237, Loss: 1.330 Epoch 4 Batch 641/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.327 Epoch 4 Batch 642/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.238, Loss: 1.347 Epoch 4 Batch 643/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.379 Epoch 4 Batch 644/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.261 Epoch 4 Batch 645/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.237, Loss: 1.322 Epoch 4 Batch 646/1077 - Train Accuracy: 0.207, Validation Accuracy: 0.237, Loss: 1.339 Epoch 4 Batch 647/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.303 Epoch 4 Batch 648/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.237, Loss: 1.317 Epoch 4 Batch 649/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.341 Epoch 4 Batch 650/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.355 Epoch 4 Batch 651/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.290 Epoch 4 Batch 652/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.238, Loss: 1.324 Epoch 4 Batch 653/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.357 Epoch 4 Batch 654/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.354 Epoch 4 Batch 655/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.340 Epoch 4 Batch 656/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.357 Epoch 4 Batch 657/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.237, Loss: 1.412 Epoch 4 Batch 658/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.325 Epoch 4 Batch 659/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.350 Epoch 4 Batch 660/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.357 Epoch 4 Batch 661/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.323 Epoch 4 Batch 662/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.318 Epoch 4 Batch 663/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.289 Epoch 4 Batch 664/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.356 Epoch 4 Batch 665/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.351 Epoch 4 Batch 666/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.388 Epoch 4 Batch 667/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.236, Loss: 1.410 Epoch 4 Batch 668/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.236, Loss: 1.277 Epoch 4 Batch 669/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.350 Epoch 4 Batch 670/1077 - Train Accuracy: 0.240, Validation Accuracy: 0.235, Loss: 1.318 Epoch 4 Batch 671/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.235, Loss: 1.344 Epoch 4 Batch 672/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.250 Epoch 4 Batch 673/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.292 Epoch 4 Batch 674/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.304 Epoch 4 Batch 675/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.321 Epoch 4 Batch 676/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.236, Loss: 1.342 Epoch 4 Batch 677/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.358 Epoch 4 Batch 678/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.301 Epoch 4 Batch 679/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.236, Loss: 1.292 Epoch 4 Batch 680/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.236, Loss: 1.336 Epoch 4 Batch 681/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.313 Epoch 4 Batch 682/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.237, Loss: 1.288 Epoch 4 Batch 683/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.236, Loss: 1.362 Epoch 4 Batch 684/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.285 Epoch 4 Batch 685/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.368 Epoch 4 Batch 686/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.346 Epoch 4 Batch 687/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.248 Epoch 4 Batch 688/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.367 Epoch 4 Batch 689/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.378 Epoch 4 Batch 690/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.299 Epoch 4 Batch 691/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.237, Loss: 1.368 Epoch 4 Batch 692/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.297 Epoch 4 Batch 693/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.422 Epoch 4 Batch 694/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.321 Epoch 4 Batch 695/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.236, Loss: 1.294 Epoch 4 Batch 696/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.236, Loss: 1.391 Epoch 4 Batch 697/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.262 Epoch 4 Batch 698/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.338 Epoch 4 Batch 699/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.236, Loss: 1.460 Epoch 4 Batch 700/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.343 Epoch 4 Batch 701/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.298 Epoch 4 Batch 702/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.374 Epoch 4 Batch 703/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.278 Epoch 4 Batch 704/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.390 Epoch 4 Batch 705/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.238, Loss: 1.339 Epoch 4 Batch 706/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.238, Loss: 1.352 Epoch 4 Batch 707/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.281 Epoch 4 Batch 708/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.238, Loss: 1.278 Epoch 4 Batch 709/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.399 Epoch 4 Batch 710/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.375 Epoch 4 Batch 711/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.318 Epoch 4 Batch 712/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.306 Epoch 4 Batch 713/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.238, Loss: 1.258 Epoch 4 Batch 714/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.236, Loss: 1.357 Epoch 4 Batch 715/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.294 Epoch 4 Batch 716/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 1.331 Epoch 4 Batch 717/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 1.388 Epoch 4 Batch 718/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.355 Epoch 4 Batch 719/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 1.320 Epoch 4 Batch 720/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 1.341 Epoch 4 Batch 721/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 1.306 Epoch 4 Batch 722/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.336 Epoch 4 Batch 723/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.333 Epoch 4 Batch 724/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 1.386 Epoch 4 Batch 725/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.234, Loss: 1.320 Epoch 4 Batch 726/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.365 Epoch 4 Batch 727/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.304 Epoch 4 Batch 728/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 1.334 Epoch 4 Batch 729/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.365 Epoch 4 Batch 730/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.235, Loss: 1.302 Epoch 4 Batch 731/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 1.344 Epoch 4 Batch 732/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.346 Epoch 4 Batch 733/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.353 Epoch 4 Batch 734/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 1.436 Epoch 4 Batch 735/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.391 Epoch 4 Batch 736/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.234, Loss: 1.358 Epoch 4 Batch 737/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.367 Epoch 4 Batch 738/1077 - Train Accuracy: 0.290, Validation Accuracy: 0.234, Loss: 1.303 Epoch 4 Batch 739/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.328 Epoch 4 Batch 740/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.285 Epoch 4 Batch 741/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.334 Epoch 4 Batch 742/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 1.301 Epoch 4 Batch 743/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.402 Epoch 4 Batch 744/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.267 Epoch 4 Batch 745/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.291 Epoch 4 Batch 746/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.331 Epoch 4 Batch 747/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.284 Epoch 4 Batch 748/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.280 Epoch 4 Batch 749/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.378 Epoch 4 Batch 750/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.363 Epoch 4 Batch 751/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.288 Epoch 4 Batch 752/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.347 Epoch 4 Batch 753/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.342 Epoch 4 Batch 754/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.363 Epoch 4 Batch 755/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.346 Epoch 4 Batch 756/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.305 Epoch 4 Batch 757/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.301 Epoch 4 Batch 758/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.235, Loss: 1.313 Epoch 4 Batch 759/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.235, Loss: 1.301 Epoch 4 Batch 760/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.322 Epoch 4 Batch 761/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.235, Loss: 1.349 Epoch 4 Batch 762/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.346 Epoch 4 Batch 763/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.315 Epoch 4 Batch 764/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.235, Loss: 1.341 Epoch 4 Batch 765/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.302 Epoch 4 Batch 766/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 1.276 Epoch 4 Batch 767/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.322 Epoch 4 Batch 768/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.309 Epoch 4 Batch 769/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.344 Epoch 4 Batch 770/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.235, Loss: 1.377 Epoch 4 Batch 771/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.324 Epoch 4 Batch 772/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.236, Loss: 1.380 Epoch 4 Batch 773/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.326 Epoch 4 Batch 774/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.365 Epoch 4 Batch 775/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.352 Epoch 4 Batch 776/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.330 Epoch 4 Batch 777/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.356 Epoch 4 Batch 778/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.236, Loss: 1.263 Epoch 4 Batch 779/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.284 Epoch 4 Batch 780/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.326 Epoch 4 Batch 781/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.236, Loss: 1.286 Epoch 4 Batch 782/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.236, Loss: 1.226 Epoch 4 Batch 783/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.236, Loss: 1.283 Epoch 4 Batch 784/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.310 Epoch 4 Batch 785/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.235, Loss: 1.282 Epoch 4 Batch 786/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.324 Epoch 4 Batch 787/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.293 Epoch 4 Batch 788/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.283 Epoch 4 Batch 789/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.342 Epoch 4 Batch 790/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.345 Epoch 4 Batch 791/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.310 Epoch 4 Batch 792/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.379 Epoch 4 Batch 793/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.265 Epoch 4 Batch 794/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.236, Loss: 1.345 Epoch 4 Batch 795/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.331 Epoch 4 Batch 796/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.315 Epoch 4 Batch 797/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.335 Epoch 4 Batch 798/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 1.338 Epoch 4 Batch 799/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.235, Loss: 1.333 Epoch 4 Batch 800/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.294 Epoch 4 Batch 801/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.306 Epoch 4 Batch 802/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.295 Epoch 4 Batch 803/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.322 Epoch 4 Batch 804/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.344 Epoch 4 Batch 805/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.322 Epoch 4 Batch 806/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.235, Loss: 1.380 Epoch 4 Batch 807/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.331 Epoch 4 Batch 808/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.299 Epoch 4 Batch 809/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.235, Loss: 1.405 Epoch 4 Batch 810/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.311 Epoch 4 Batch 811/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.276 Epoch 4 Batch 812/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.353 Epoch 4 Batch 813/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.328 Epoch 4 Batch 814/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.306 Epoch 4 Batch 815/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.300 Epoch 4 Batch 816/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.235, Loss: 1.336 Epoch 4 Batch 817/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.351 Epoch 4 Batch 818/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.303 Epoch 4 Batch 819/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.310 Epoch 4 Batch 820/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.336 Epoch 4 Batch 821/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.283 Epoch 4 Batch 822/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.340 Epoch 4 Batch 823/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.354 Epoch 4 Batch 824/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.236, Loss: 1.347 Epoch 4 Batch 825/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.366 Epoch 4 Batch 826/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.235, Loss: 1.219 Epoch 4 Batch 827/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.235, Loss: 1.332 Epoch 4 Batch 828/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.346 Epoch 4 Batch 829/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.235, Loss: 1.307 Epoch 4 Batch 830/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.372 Epoch 4 Batch 831/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.235, Loss: 1.281 Epoch 4 Batch 832/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.409 Epoch 4 Batch 833/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.356 Epoch 4 Batch 834/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.235, Loss: 1.329 Epoch 4 Batch 835/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.356 Epoch 4 Batch 836/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.235, Loss: 1.348 Epoch 4 Batch 837/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.309 Epoch 4 Batch 838/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.360 Epoch 4 Batch 839/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.303 Epoch 4 Batch 840/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.385 Epoch 4 Batch 841/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.321 Epoch 4 Batch 842/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.325 Epoch 4 Batch 843/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.333 Epoch 4 Batch 844/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.290 Epoch 4 Batch 845/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.349 Epoch 4 Batch 846/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.287 Epoch 4 Batch 847/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.295 Epoch 4 Batch 848/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.363 Epoch 4 Batch 849/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.354 Epoch 4 Batch 850/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.235, Loss: 1.349 Epoch 4 Batch 851/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.258 Epoch 4 Batch 852/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.378 Epoch 4 Batch 853/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.339 Epoch 4 Batch 854/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.354 Epoch 4 Batch 855/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.396 Epoch 4 Batch 856/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.346 Epoch 4 Batch 857/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.359 Epoch 4 Batch 858/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 1.290 Epoch 4 Batch 859/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.235, Loss: 1.340 Epoch 4 Batch 860/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.332 Epoch 4 Batch 861/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.341 Epoch 4 Batch 862/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.306 Epoch 4 Batch 863/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.301 Epoch 4 Batch 864/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.360 Epoch 4 Batch 865/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.235, Loss: 1.325 Epoch 4 Batch 866/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.272 Epoch 4 Batch 867/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.381 Epoch 4 Batch 868/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.341 Epoch 4 Batch 869/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.296 Epoch 4 Batch 870/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.236, Loss: 1.402 Epoch 4 Batch 871/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.304 Epoch 4 Batch 872/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.334 Epoch 4 Batch 873/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.327 Epoch 4 Batch 874/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.343 Epoch 4 Batch 875/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.312 Epoch 4 Batch 876/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.303 Epoch 4 Batch 877/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.289 Epoch 4 Batch 878/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.281 Epoch 4 Batch 879/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.256 Epoch 4 Batch 880/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.289 Epoch 4 Batch 881/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.325 Epoch 4 Batch 882/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.301 Epoch 4 Batch 883/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 1.371 Epoch 4 Batch 884/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.349 Epoch 4 Batch 885/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.235, Loss: 1.267 Epoch 4 Batch 886/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.344 Epoch 4 Batch 887/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.355 Epoch 4 Batch 888/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.387 Epoch 4 Batch 889/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.235, Loss: 1.355 Epoch 4 Batch 890/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.235, Loss: 1.267 Epoch 4 Batch 891/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.235, Loss: 1.335 Epoch 4 Batch 892/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.283 Epoch 4 Batch 893/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.284 Epoch 4 Batch 894/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 1.312 Epoch 4 Batch 895/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.270 Epoch 4 Batch 896/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 1.367 Epoch 4 Batch 897/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 1.291 Epoch 4 Batch 898/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.228 Epoch 4 Batch 899/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.363 Epoch 4 Batch 900/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.399 Epoch 4 Batch 901/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.301 Epoch 4 Batch 902/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 1.352 Epoch 4 Batch 903/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.259 Epoch 4 Batch 904/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.364 Epoch 4 Batch 905/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.317 Epoch 4 Batch 906/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.327 Epoch 4 Batch 907/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.273 Epoch 4 Batch 908/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 1.290 Epoch 4 Batch 909/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.319 Epoch 4 Batch 910/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.320 Epoch 4 Batch 911/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.235, Loss: 1.262 Epoch 4 Batch 912/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.336 Epoch 4 Batch 913/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.353 Epoch 4 Batch 914/1077 - Train Accuracy: 0.299, Validation Accuracy: 0.235, Loss: 1.253 Epoch 4 Batch 915/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.235, Loss: 1.354 Epoch 4 Batch 916/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.252 Epoch 4 Batch 917/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.333 Epoch 4 Batch 918/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 1.287 Epoch 4 Batch 919/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.235, Loss: 1.298 Epoch 4 Batch 920/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.311 Epoch 4 Batch 921/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.319 Epoch 4 Batch 922/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 1.285 Epoch 4 Batch 923/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.235, Loss: 1.384 Epoch 4 Batch 924/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.235, Loss: 1.342 Epoch 4 Batch 925/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.235, Loss: 1.278 Epoch 4 Batch 926/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.325 Epoch 4 Batch 927/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 1.287 Epoch 4 Batch 928/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.296 Epoch 4 Batch 929/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.333 Epoch 4 Batch 930/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.282 Epoch 4 Batch 931/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.346 Epoch 4 Batch 932/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.235, Loss: 1.350 Epoch 4 Batch 933/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.259 Epoch 4 Batch 934/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.347 Epoch 4 Batch 935/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.281 Epoch 4 Batch 936/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.349 Epoch 4 Batch 937/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 1.335 Epoch 4 Batch 938/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.311 Epoch 4 Batch 939/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.360 Epoch 4 Batch 940/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.324 Epoch 4 Batch 941/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.236, Loss: 1.307 Epoch 4 Batch 942/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.236, Loss: 1.368 Epoch 4 Batch 943/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.292 Epoch 4 Batch 944/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.292 Epoch 4 Batch 945/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.361 Epoch 4 Batch 946/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.236, Loss: 1.309 Epoch 4 Batch 947/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.236, Loss: 1.316 Epoch 4 Batch 948/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.358 Epoch 4 Batch 949/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.305 Epoch 4 Batch 950/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.236, Loss: 1.279 Epoch 4 Batch 951/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.306 Epoch 4 Batch 952/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.341 Epoch 4 Batch 953/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.236, Loss: 1.341 Epoch 4 Batch 954/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.363 Epoch 4 Batch 955/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.330 Epoch 4 Batch 956/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.303 Epoch 4 Batch 957/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.312 Epoch 4 Batch 958/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.317 Epoch 4 Batch 959/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.345 Epoch 4 Batch 960/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.410 Epoch 4 Batch 961/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.335 Epoch 4 Batch 962/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.322 Epoch 4 Batch 963/1077 - Train Accuracy: 0.071, Validation Accuracy: 0.235, Loss: 1.370 Epoch 4 Batch 964/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.236, Loss: 1.269 Epoch 4 Batch 965/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.235, Loss: 1.412 Epoch 4 Batch 966/1077 - Train Accuracy: 0.267, Validation Accuracy: 0.235, Loss: 1.304 Epoch 4 Batch 967/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.265 Epoch 4 Batch 968/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.326 Epoch 4 Batch 969/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.235, Loss: 1.336 Epoch 4 Batch 970/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.310 Epoch 4 Batch 971/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.236, Loss: 1.276 Epoch 4 Batch 972/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.289 Epoch 4 Batch 973/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.275 Epoch 4 Batch 974/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.236, Loss: 1.355 Epoch 4 Batch 975/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.235, Loss: 1.285 Epoch 4 Batch 976/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.270 Epoch 4 Batch 977/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.310 Epoch 4 Batch 978/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.331 Epoch 4 Batch 979/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.235, Loss: 1.311 Epoch 4 Batch 980/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.372 Epoch 4 Batch 981/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.254 Epoch 4 Batch 982/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.235, Loss: 1.270 Epoch 4 Batch 983/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.236, Loss: 1.333 Epoch 4 Batch 984/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.350 Epoch 4 Batch 985/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.295 Epoch 4 Batch 986/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.350 Epoch 4 Batch 987/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.287 Epoch 4 Batch 988/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.235, Loss: 1.332 Epoch 4 Batch 989/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.314 Epoch 4 Batch 990/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.236, Loss: 1.306 Epoch 4 Batch 991/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.236, Loss: 1.316 Epoch 4 Batch 992/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.301 Epoch 4 Batch 993/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.318 Epoch 4 Batch 994/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.229 Epoch 4 Batch 995/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.342 Epoch 4 Batch 996/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.400 Epoch 4 Batch 997/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.236, Loss: 1.326 Epoch 4 Batch 998/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.225 Epoch 4 Batch 999/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.339 Epoch 4 Batch 1000/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.236, Loss: 1.246 Epoch 4 Batch 1001/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.236, Loss: 1.252 Epoch 4 Batch 1002/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.324 Epoch 4 Batch 1003/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.236, Loss: 1.338 Epoch 4 Batch 1004/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.282 Epoch 4 Batch 1005/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.325 Epoch 4 Batch 1006/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.309 Epoch 4 Batch 1007/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.266 Epoch 4 Batch 1008/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.312 Epoch 4 Batch 1009/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.254 Epoch 4 Batch 1010/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.324 Epoch 4 Batch 1011/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.306 Epoch 4 Batch 1012/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.237, Loss: 1.243 Epoch 4 Batch 1013/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.265 Epoch 4 Batch 1014/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.237 Epoch 4 Batch 1015/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.354 Epoch 4 Batch 1016/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.365 Epoch 4 Batch 1017/1077 - Train Accuracy: 0.133, Validation Accuracy: 0.237, Loss: 1.401 Epoch 4 Batch 1018/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.257 Epoch 4 Batch 1019/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.237, Loss: 1.278 Epoch 4 Batch 1020/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.190 Epoch 4 Batch 1021/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.362 Epoch 4 Batch 1022/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.236, Loss: 1.308 Epoch 4 Batch 1023/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.235, Loss: 1.257 Epoch 4 Batch 1024/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.314 Epoch 4 Batch 1025/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.311 Epoch 4 Batch 1026/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.245 Epoch 4 Batch 1027/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.372 Epoch 4 Batch 1028/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 1.302 Epoch 4 Batch 1029/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.332 Epoch 4 Batch 1030/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.371 Epoch 4 Batch 1031/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.236, Loss: 1.362 Epoch 4 Batch 1032/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.236, Loss: 1.330 Epoch 4 Batch 1033/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.341 Epoch 4 Batch 1034/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.236, Loss: 1.314 Epoch 4 Batch 1035/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.236, Loss: 1.235 Epoch 4 Batch 1036/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.346 Epoch 4 Batch 1037/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.236, Loss: 1.286 Epoch 4 Batch 1038/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.324 Epoch 4 Batch 1039/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.304 Epoch 4 Batch 1040/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.236, Loss: 1.333 Epoch 4 Batch 1041/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.318 Epoch 4 Batch 1042/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.235, Loss: 1.320 Epoch 4 Batch 1043/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.329 Epoch 4 Batch 1044/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.264 Epoch 4 Batch 1045/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.237, Loss: 1.404 Epoch 4 Batch 1046/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.237, Loss: 1.291 Epoch 4 Batch 1047/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.315 Epoch 4 Batch 1048/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.350 Epoch 4 Batch 1049/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.293 Epoch 4 Batch 1050/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.236, Loss: 1.282 Epoch 4 Batch 1051/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.355 Epoch 4 Batch 1052/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.236, Loss: 1.286 Epoch 4 Batch 1053/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.236, Loss: 1.357 Epoch 4 Batch 1054/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.332 Epoch 4 Batch 1055/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.350 Epoch 4 Batch 1056/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.351 Epoch 4 Batch 1057/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.235, Loss: 1.338 Epoch 4 Batch 1058/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.367 Epoch 4 Batch 1059/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.235, Loss: 1.371 Epoch 4 Batch 1060/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.286 Epoch 4 Batch 1061/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.330 Epoch 4 Batch 1062/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.234, Loss: 1.312 Epoch 4 Batch 1063/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.350 Epoch 4 Batch 1064/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.234, Loss: 1.349 Epoch 4 Batch 1065/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.300 Epoch 4 Batch 1066/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.375 Epoch 4 Batch 1067/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.329 Epoch 4 Batch 1068/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.320 Epoch 4 Batch 1069/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.223 Epoch 4 Batch 1070/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.316 Epoch 4 Batch 1071/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.324 Epoch 4 Batch 1072/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.293 Epoch 4 Batch 1073/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.337 Epoch 4 Batch 1074/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.367 Epoch 4 Batch 1075/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.235, Loss: 1.418 Epoch 5 Batch 0/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.236, Loss: 1.278 Epoch 5 Batch 1/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.302 Epoch 5 Batch 2/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.236, Loss: 1.361 Epoch 5 Batch 3/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.236, Loss: 1.284 Epoch 5 Batch 4/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.340 Epoch 5 Batch 5/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.320 Epoch 5 Batch 6/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.317 Epoch 5 Batch 7/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.235, Loss: 1.290 Epoch 5 Batch 8/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.309 Epoch 5 Batch 9/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.236, Loss: 1.304 Epoch 5 Batch 10/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.236, Loss: 1.355 Epoch 5 Batch 11/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.236, Loss: 1.305 Epoch 5 Batch 12/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.321 Epoch 5 Batch 13/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.237, Loss: 1.338 Epoch 5 Batch 14/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.292 Epoch 5 Batch 15/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.255 Epoch 5 Batch 16/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.269 Epoch 5 Batch 17/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.237, Loss: 1.291 Epoch 5 Batch 18/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.357 Epoch 5 Batch 19/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.237, Loss: 1.283 Epoch 5 Batch 20/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.270 Epoch 5 Batch 21/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.323 Epoch 5 Batch 22/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.289 Epoch 5 Batch 23/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.322 Epoch 5 Batch 24/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.342 Epoch 5 Batch 25/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.317 Epoch 5 Batch 26/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.236, Loss: 1.383 Epoch 5 Batch 27/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.236, Loss: 1.257 Epoch 5 Batch 28/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.292 Epoch 5 Batch 29/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.269 Epoch 5 Batch 30/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.340 Epoch 5 Batch 31/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.192 Epoch 5 Batch 32/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.237, Loss: 1.264 Epoch 5 Batch 33/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.301 Epoch 5 Batch 34/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.379 Epoch 5 Batch 35/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.308 Epoch 5 Batch 36/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.301 Epoch 5 Batch 37/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.318 Epoch 5 Batch 38/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.237, Loss: 1.380 Epoch 5 Batch 39/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.361 Epoch 5 Batch 40/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.307 Epoch 5 Batch 41/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.356 Epoch 5 Batch 42/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.345 Epoch 5 Batch 43/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.238, Loss: 1.381 Epoch 5 Batch 44/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.237, Loss: 1.309 Epoch 5 Batch 45/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.291 Epoch 5 Batch 46/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.238, Loss: 1.353 Epoch 5 Batch 47/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.326 Epoch 5 Batch 48/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.362 Epoch 5 Batch 49/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.238, Loss: 1.287 Epoch 5 Batch 50/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.239, Loss: 1.353 Epoch 5 Batch 51/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.239, Loss: 1.298 Epoch 5 Batch 52/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.239, Loss: 1.334 Epoch 5 Batch 53/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.239, Loss: 1.305 Epoch 5 Batch 54/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.239, Loss: 1.351 Epoch 5 Batch 55/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.335 Epoch 5 Batch 56/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.260 Epoch 5 Batch 57/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.238, Loss: 1.291 Epoch 5 Batch 58/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.222 Epoch 5 Batch 59/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.238, Loss: 1.324 Epoch 5 Batch 60/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.244 Epoch 5 Batch 61/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.319 Epoch 5 Batch 62/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.238, Loss: 1.324 Epoch 5 Batch 63/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.238, Loss: 1.317 Epoch 5 Batch 64/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.238, Loss: 1.317 Epoch 5 Batch 65/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.238, Loss: 1.323 Epoch 5 Batch 66/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.238, Loss: 1.305 Epoch 5 Batch 67/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.238, Loss: 1.273 Epoch 5 Batch 68/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.351 Epoch 5 Batch 69/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.273 Epoch 5 Batch 70/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.238, Loss: 1.325 Epoch 5 Batch 71/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.342 Epoch 5 Batch 72/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 1.345 Epoch 5 Batch 73/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.239, Loss: 1.361 Epoch 5 Batch 74/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.239, Loss: 1.307 Epoch 5 Batch 75/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.239, Loss: 1.329 Epoch 5 Batch 76/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.239, Loss: 1.232 Epoch 5 Batch 77/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.261 Epoch 5 Batch 78/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.239, Loss: 1.374 Epoch 5 Batch 79/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.273 Epoch 5 Batch 80/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.239, Loss: 1.328 Epoch 5 Batch 81/1077 - Train Accuracy: 0.172, Validation Accuracy: 0.239, Loss: 1.273 Epoch 5 Batch 82/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.239, Loss: 1.296 Epoch 5 Batch 83/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.239, Loss: 1.297 Epoch 5 Batch 84/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.239, Loss: 1.343 Epoch 5 Batch 85/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.239, Loss: 1.329 Epoch 5 Batch 86/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.301 Epoch 5 Batch 87/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.238, Loss: 1.368 Epoch 5 Batch 88/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.237, Loss: 1.359 Epoch 5 Batch 89/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.238, Loss: 1.364 Epoch 5 Batch 90/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.238, Loss: 1.291 Epoch 5 Batch 91/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.239, Loss: 1.238 Epoch 5 Batch 92/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.239, Loss: 1.286 Epoch 5 Batch 93/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.239, Loss: 1.333 Epoch 5 Batch 94/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.239, Loss: 1.248 Epoch 5 Batch 95/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.239, Loss: 1.357 Epoch 5 Batch 96/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.297 Epoch 5 Batch 97/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.271 Epoch 5 Batch 98/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.238, Loss: 1.303 Epoch 5 Batch 99/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.238, Loss: 1.272 Epoch 5 Batch 100/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.239, Loss: 1.294 Epoch 5 Batch 101/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 1.297 Epoch 5 Batch 102/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 1.358 Epoch 5 Batch 103/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.239, Loss: 1.386 Epoch 5 Batch 104/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.239, Loss: 1.299 Epoch 5 Batch 105/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.239, Loss: 1.327 Epoch 5 Batch 106/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.239, Loss: 1.379 Epoch 5 Batch 107/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.238, Loss: 1.305 Epoch 5 Batch 108/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.238, Loss: 1.248 Epoch 5 Batch 109/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.333 Epoch 5 Batch 110/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.238, Loss: 1.280 Epoch 5 Batch 111/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.305 Epoch 5 Batch 112/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.318 Epoch 5 Batch 113/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.276 Epoch 5 Batch 114/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.239, Loss: 1.282 Epoch 5 Batch 115/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.294 Epoch 5 Batch 116/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.239, Loss: 1.304 Epoch 5 Batch 117/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.239, Loss: 1.296 Epoch 5 Batch 118/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.239, Loss: 1.368 Epoch 5 Batch 119/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.239, Loss: 1.295 Epoch 5 Batch 120/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.239, Loss: 1.265 Epoch 5 Batch 121/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.239, Loss: 1.281 Epoch 5 Batch 122/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.239, Loss: 1.338 Epoch 5 Batch 123/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.239, Loss: 1.247 Epoch 5 Batch 124/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.239, Loss: 1.267 Epoch 5 Batch 125/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.239, Loss: 1.308 Epoch 5 Batch 126/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.239, Loss: 1.298 Epoch 5 Batch 127/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.317 Epoch 5 Batch 128/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.238, Loss: 1.293 Epoch 5 Batch 129/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.200 Epoch 5 Batch 130/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.238, Loss: 1.302 Epoch 5 Batch 131/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.251 Epoch 5 Batch 132/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.239, Loss: 1.356 Epoch 5 Batch 133/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.239, Loss: 1.350 Epoch 5 Batch 134/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.239, Loss: 1.206 Epoch 5 Batch 135/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.239, Loss: 1.377 Epoch 5 Batch 136/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.239, Loss: 1.317 Epoch 5 Batch 137/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.239, Loss: 1.244 Epoch 5 Batch 138/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.239, Loss: 1.326 Epoch 5 Batch 139/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.270 Epoch 5 Batch 140/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.238, Loss: 1.282 Epoch 5 Batch 141/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.239, Loss: 1.263 Epoch 5 Batch 142/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.239, Loss: 1.290 Epoch 5 Batch 143/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 1.313 Epoch 5 Batch 144/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.239, Loss: 1.347 Epoch 5 Batch 145/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.238, Loss: 1.282 Epoch 5 Batch 146/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.238, Loss: 1.323 Epoch 5 Batch 147/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.239, Loss: 1.323 Epoch 5 Batch 148/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.239, Loss: 1.247 Epoch 5 Batch 149/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.239, Loss: 1.304 Epoch 5 Batch 150/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.239, Loss: 1.270 Epoch 5 Batch 151/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.239, Loss: 1.254 Epoch 5 Batch 152/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.239, Loss: 1.311 Epoch 5 Batch 153/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.239, Loss: 1.296 Epoch 5 Batch 154/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.239, Loss: 1.333 Epoch 5 Batch 155/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.239, Loss: 1.361 Epoch 5 Batch 156/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.239, Loss: 1.384 Epoch 5 Batch 157/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.239, Loss: 1.288 Epoch 5 Batch 158/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.239, Loss: 1.262 Epoch 5 Batch 159/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.239, Loss: 1.250 Epoch 5 Batch 160/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.239, Loss: 1.310 Epoch 5 Batch 161/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.239, Loss: 1.316 Epoch 5 Batch 162/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.239, Loss: 1.312 Epoch 5 Batch 163/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.239, Loss: 1.393 Epoch 5 Batch 164/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 1.287 Epoch 5 Batch 165/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.239, Loss: 1.335 Epoch 5 Batch 166/1077 - Train Accuracy: 0.172, Validation Accuracy: 0.239, Loss: 1.274 Epoch 5 Batch 167/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.329 Epoch 5 Batch 168/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.239, Loss: 1.372 Epoch 5 Batch 169/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.239, Loss: 1.270 Epoch 5 Batch 170/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.239, Loss: 1.306 Epoch 5 Batch 171/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.239, Loss: 1.296 Epoch 5 Batch 172/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.239, Loss: 1.264 Epoch 5 Batch 173/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.238, Loss: 1.261 Epoch 5 Batch 174/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.306 Epoch 5 Batch 175/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.283 Epoch 5 Batch 176/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.317 Epoch 5 Batch 177/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.239, Loss: 1.357 Epoch 5 Batch 178/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.239, Loss: 1.325 Epoch 5 Batch 179/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.239, Loss: 1.256 Epoch 5 Batch 180/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.239, Loss: 1.243 Epoch 5 Batch 181/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.239, Loss: 1.356 Epoch 5 Batch 182/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.239, Loss: 1.330 Epoch 5 Batch 183/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.239, Loss: 1.294 Epoch 5 Batch 184/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 1.299 Epoch 5 Batch 185/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.352 Epoch 5 Batch 186/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.239, Loss: 1.351 Epoch 5 Batch 187/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.239, Loss: 1.328 Epoch 5 Batch 188/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.239, Loss: 1.328 Epoch 5 Batch 189/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.239, Loss: 1.302 Epoch 5 Batch 190/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 1.255 Epoch 5 Batch 191/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.239, Loss: 1.230 Epoch 5 Batch 192/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.239, Loss: 1.311 Epoch 5 Batch 193/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.239, Loss: 1.303 Epoch 5 Batch 194/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.239, Loss: 1.296 Epoch 5 Batch 195/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.239, Loss: 1.313 Epoch 5 Batch 196/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.239, Loss: 1.292 Epoch 5 Batch 197/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.239, Loss: 1.308 Epoch 5 Batch 198/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.239, Loss: 1.277 Epoch 5 Batch 199/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.239, Loss: 1.332 Epoch 5 Batch 200/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.239, Loss: 1.259 Epoch 5 Batch 201/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.326 Epoch 5 Batch 202/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.238, Loss: 1.310 Epoch 5 Batch 203/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.301 Epoch 5 Batch 204/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.309 Epoch 5 Batch 205/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.259 Epoch 5 Batch 206/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.244 Epoch 5 Batch 207/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.239, Loss: 1.297 Epoch 5 Batch 208/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.239, Loss: 1.293 Epoch 5 Batch 209/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.239, Loss: 1.268 Epoch 5 Batch 210/1077 - Train Accuracy: 0.209, Validation Accuracy: 0.238, Loss: 1.326 Epoch 5 Batch 211/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.289 Epoch 5 Batch 212/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.238, Loss: 1.293 Epoch 5 Batch 213/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.268 Epoch 5 Batch 214/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.265 Epoch 5 Batch 215/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.333 Epoch 5 Batch 216/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.239, Loss: 1.384 Epoch 5 Batch 217/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.239, Loss: 1.314 Epoch 5 Batch 218/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.239, Loss: 1.281 Epoch 5 Batch 219/1077 - Train Accuracy: 0.174, Validation Accuracy: 0.239, Loss: 1.263 Epoch 5 Batch 220/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.239, Loss: 1.382 Epoch 5 Batch 221/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.239, Loss: 1.287 Epoch 5 Batch 222/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.300 Epoch 5 Batch 223/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.268 Epoch 5 Batch 224/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.319 Epoch 5 Batch 225/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.265 Epoch 5 Batch 226/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.308 Epoch 5 Batch 227/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.238, Loss: 1.343 Epoch 5 Batch 228/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.275 Epoch 5 Batch 229/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.311 Epoch 5 Batch 230/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.238, Loss: 1.324 Epoch 5 Batch 231/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.302 Epoch 5 Batch 232/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.238, Loss: 1.339 Epoch 5 Batch 233/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.239, Loss: 1.264 Epoch 5 Batch 234/1077 - Train Accuracy: 0.207, Validation Accuracy: 0.238, Loss: 1.285 Epoch 5 Batch 235/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.238, Loss: 1.229 Epoch 5 Batch 236/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.314 Epoch 5 Batch 237/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.313 Epoch 5 Batch 238/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.238, Loss: 1.341 Epoch 5 Batch 239/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.238, Loss: 1.264 Epoch 5 Batch 240/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.239, Loss: 1.269 Epoch 5 Batch 241/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.239, Loss: 1.256 Epoch 5 Batch 242/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.346 Epoch 5 Batch 243/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.294 Epoch 5 Batch 244/1077 - Train Accuracy: 0.238, Validation Accuracy: 0.238, Loss: 1.194 Epoch 5 Batch 245/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.286 Epoch 5 Batch 246/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.239, Loss: 1.267 Epoch 5 Batch 247/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.239, Loss: 1.315 Epoch 5 Batch 248/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 1.301 Epoch 5 Batch 249/1077 - Train Accuracy: 0.172, Validation Accuracy: 0.239, Loss: 1.248 Epoch 5 Batch 250/1077 - Train Accuracy: 0.240, Validation Accuracy: 0.239, Loss: 1.274 Epoch 5 Batch 251/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.239, Loss: 1.246 Epoch 5 Batch 252/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.239, Loss: 1.290 Epoch 5 Batch 253/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.239, Loss: 1.265 Epoch 5 Batch 254/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.239, Loss: 1.299 Epoch 5 Batch 255/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.239, Loss: 1.266 Epoch 5 Batch 256/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.289 Epoch 5 Batch 257/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.239, Loss: 1.259 Epoch 5 Batch 258/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.239, Loss: 1.301 Epoch 5 Batch 259/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 1.348 Epoch 5 Batch 260/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.239, Loss: 1.317 Epoch 5 Batch 261/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.239, Loss: 1.243 Epoch 5 Batch 262/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.239, Loss: 1.295 Epoch 5 Batch 263/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.239, Loss: 1.277 Epoch 5 Batch 264/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.338 Epoch 5 Batch 265/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.292 Epoch 5 Batch 266/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.238, Loss: 1.322 Epoch 5 Batch 267/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.238, Loss: 1.291 Epoch 5 Batch 268/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.283 Epoch 5 Batch 269/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.238, Loss: 1.344 Epoch 5 Batch 270/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.325 Epoch 5 Batch 271/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 1.307 Epoch 5 Batch 272/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.239, Loss: 1.299 Epoch 5 Batch 273/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.239, Loss: 1.259 Epoch 5 Batch 274/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.239, Loss: 1.317 Epoch 5 Batch 275/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.239, Loss: 1.323 Epoch 5 Batch 276/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.239, Loss: 1.264 Epoch 5 Batch 277/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.239, Loss: 1.190 Epoch 5 Batch 278/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.239, Loss: 1.339 Epoch 5 Batch 279/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.362 Epoch 5 Batch 280/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.304 Epoch 5 Batch 281/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.324 Epoch 5 Batch 282/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.236 Epoch 5 Batch 283/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.347 Epoch 5 Batch 284/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.268 Epoch 5 Batch 285/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.239, Loss: 1.298 Epoch 5 Batch 286/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.239, Loss: 1.279 Epoch 5 Batch 287/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.239, Loss: 1.221 Epoch 5 Batch 288/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.239, Loss: 1.281 Epoch 5 Batch 289/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.238, Loss: 1.337 Epoch 5 Batch 290/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.353 Epoch 5 Batch 291/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.238, Loss: 1.323 Epoch 5 Batch 292/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.238, Loss: 1.276 Epoch 5 Batch 293/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.238, Loss: 1.334 Epoch 5 Batch 294/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.238, Loss: 1.314 Epoch 5 Batch 295/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.238, Loss: 1.376 Epoch 5 Batch 296/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.238, Loss: 1.250 Epoch 5 Batch 297/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.325 Epoch 5 Batch 298/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.310 Epoch 5 Batch 299/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.238, Loss: 1.331 Epoch 5 Batch 300/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.238, Loss: 1.301 Epoch 5 Batch 301/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 1.321 Epoch 5 Batch 302/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.327 Epoch 5 Batch 303/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.238, Loss: 1.311 Epoch 5 Batch 304/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.238, Loss: 1.233 Epoch 5 Batch 305/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.287 Epoch 5 Batch 306/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.238, Loss: 1.281 Epoch 5 Batch 307/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.239, Loss: 1.313 Epoch 5 Batch 308/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.239, Loss: 1.363 Epoch 5 Batch 309/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.238, Loss: 1.249 Epoch 5 Batch 310/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.304 Epoch 5 Batch 311/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.239, Loss: 1.259 Epoch 5 Batch 312/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 1.271 Epoch 5 Batch 313/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.239, Loss: 1.264 Epoch 5 Batch 314/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.239, Loss: 1.338 Epoch 5 Batch 315/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.239, Loss: 1.251 Epoch 5 Batch 316/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.239, Loss: 1.262 Epoch 5 Batch 317/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.239, Loss: 1.266 Epoch 5 Batch 318/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.329 Epoch 5 Batch 319/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.239, Loss: 1.266 Epoch 5 Batch 320/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.239, Loss: 1.261 Epoch 5 Batch 321/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.239, Loss: 1.198 Epoch 5 Batch 322/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.239, Loss: 1.330 Epoch 5 Batch 323/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.239, Loss: 1.294 Epoch 5 Batch 324/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.313 Epoch 5 Batch 325/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.239, Loss: 1.283 Epoch 5 Batch 326/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.239, Loss: 1.285 Epoch 5 Batch 327/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.239, Loss: 1.309 Epoch 5 Batch 328/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.238, Loss: 1.225 Epoch 5 Batch 329/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.270 Epoch 5 Batch 330/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.295 Epoch 5 Batch 331/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.238, Loss: 1.288 Epoch 5 Batch 332/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.238, Loss: 1.328 Epoch 5 Batch 333/1077 - Train Accuracy: 0.128, Validation Accuracy: 0.238, Loss: 1.273 Epoch 5 Batch 334/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.293 Epoch 5 Batch 335/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.238, Loss: 1.228 Epoch 5 Batch 336/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.298 Epoch 5 Batch 337/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.330 Epoch 5 Batch 338/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.239, Loss: 1.275 Epoch 5 Batch 339/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.371 Epoch 5 Batch 340/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.239, Loss: 1.338 Epoch 5 Batch 341/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.239, Loss: 1.327 Epoch 5 Batch 342/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.239, Loss: 1.237 Epoch 5 Batch 343/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.239, Loss: 1.278 Epoch 5 Batch 344/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.239, Loss: 1.234 Epoch 5 Batch 345/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.239, Loss: 1.239 Epoch 5 Batch 346/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.239, Loss: 1.272 Epoch 5 Batch 347/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.239, Loss: 1.311 Epoch 5 Batch 348/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.239, Loss: 1.247 Epoch 5 Batch 349/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.239, Loss: 1.263 Epoch 5 Batch 350/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.239, Loss: 1.245 Epoch 5 Batch 351/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.239, Loss: 1.311 Epoch 5 Batch 352/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.239, Loss: 1.234 Epoch 5 Batch 353/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.239, Loss: 1.367 Epoch 5 Batch 354/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.299 Epoch 5 Batch 355/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.239, Loss: 1.300 Epoch 5 Batch 356/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 1.261 Epoch 5 Batch 357/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.239, Loss: 1.208 Epoch 5 Batch 358/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.239, Loss: 1.284 Epoch 5 Batch 359/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.239, Loss: 1.246 Epoch 5 Batch 360/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.310 Epoch 5 Batch 361/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.239, Loss: 1.254 Epoch 5 Batch 362/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.239, Loss: 1.331 Epoch 5 Batch 363/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.239, Loss: 1.292 Epoch 5 Batch 364/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.239, Loss: 1.290 Epoch 5 Batch 365/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.239, Loss: 1.328 Epoch 5 Batch 366/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 1.300 Epoch 5 Batch 367/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.239, Loss: 1.262 Epoch 5 Batch 368/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.314 Epoch 5 Batch 369/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.309 Epoch 5 Batch 370/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.273 Epoch 5 Batch 371/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.309 Epoch 5 Batch 372/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.239, Loss: 1.294 Epoch 5 Batch 373/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.239, Loss: 1.258 Epoch 5 Batch 374/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.238, Loss: 1.335 Epoch 5 Batch 375/1077 - Train Accuracy: 0.238, Validation Accuracy: 0.238, Loss: 1.307 Epoch 5 Batch 376/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.238, Loss: 1.296 Epoch 5 Batch 377/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.350 Epoch 5 Batch 378/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.283 Epoch 5 Batch 379/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.273 Epoch 5 Batch 380/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.238, Loss: 1.263 Epoch 5 Batch 381/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.377 Epoch 5 Batch 382/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.239, Loss: 1.314 Epoch 5 Batch 383/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.239, Loss: 1.307 Epoch 5 Batch 384/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.239, Loss: 1.260 Epoch 5 Batch 385/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 1.321 Epoch 5 Batch 386/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.239, Loss: 1.310 Epoch 5 Batch 387/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.308 Epoch 5 Batch 388/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.239, Loss: 1.249 Epoch 5 Batch 389/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.239, Loss: 1.261 Epoch 5 Batch 390/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.239, Loss: 1.290 Epoch 5 Batch 391/1077 - Train Accuracy: 0.209, Validation Accuracy: 0.239, Loss: 1.320 Epoch 5 Batch 392/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.239, Loss: 1.264 Epoch 5 Batch 393/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.239, Loss: 1.271 Epoch 5 Batch 394/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.239, Loss: 1.296 Epoch 5 Batch 395/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.239, Loss: 1.249 Epoch 5 Batch 396/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.239, Loss: 1.313 Epoch 5 Batch 397/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.239, Loss: 1.260 Epoch 5 Batch 398/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.239, Loss: 1.312 Epoch 5 Batch 399/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.239, Loss: 1.318 Epoch 5 Batch 400/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.239, Loss: 1.302 Epoch 5 Batch 401/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.239, Loss: 1.235 Epoch 5 Batch 402/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.239, Loss: 1.289 Epoch 5 Batch 403/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.239, Loss: 1.292 Epoch 5 Batch 404/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.239, Loss: 1.325 Epoch 5 Batch 405/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.239, Loss: 1.294 Epoch 5 Batch 406/1077 - Train Accuracy: 0.128, Validation Accuracy: 0.239, Loss: 1.223 Epoch 5 Batch 407/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.353 Epoch 5 Batch 408/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.295 Epoch 5 Batch 409/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.239, Loss: 1.259 Epoch 5 Batch 410/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.239, Loss: 1.345 Epoch 5 Batch 411/1077 - Train Accuracy: 0.208, Validation Accuracy: 0.239, Loss: 1.259 Epoch 5 Batch 412/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.239, Loss: 1.296 Epoch 5 Batch 413/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.239, Loss: 1.286 Epoch 5 Batch 414/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.239, Loss: 1.301 Epoch 5 Batch 415/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.239, Loss: 1.253 Epoch 5 Batch 416/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.238, Loss: 1.296 Epoch 5 Batch 417/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.297 Epoch 5 Batch 418/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.258 Epoch 5 Batch 419/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.248 Epoch 5 Batch 420/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.288 Epoch 5 Batch 421/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.231 Epoch 5 Batch 422/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.238, Loss: 1.274 Epoch 5 Batch 423/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.184 Epoch 5 Batch 424/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.238, Loss: 1.320 Epoch 5 Batch 425/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.238, Loss: 1.308 Epoch 5 Batch 426/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.317 Epoch 5 Batch 427/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.238, Loss: 1.266 Epoch 5 Batch 428/1077 - Train Accuracy: 0.209, Validation Accuracy: 0.238, Loss: 1.251 Epoch 5 Batch 429/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.291 Epoch 5 Batch 430/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.239, Loss: 1.240 Epoch 5 Batch 431/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.239, Loss: 1.311 Epoch 5 Batch 432/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.239, Loss: 1.276 Epoch 5 Batch 433/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.239, Loss: 1.299 Epoch 5 Batch 434/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.239, Loss: 1.277 Epoch 5 Batch 435/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.239, Loss: 1.251 Epoch 5 Batch 436/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.239, Loss: 1.254 Epoch 5 Batch 437/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.280 Epoch 5 Batch 438/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 1.267 Epoch 5 Batch 439/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.239, Loss: 1.343 Epoch 5 Batch 440/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.239, Loss: 1.272 Epoch 5 Batch 441/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.239, Loss: 1.294 Epoch 5 Batch 442/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.239, Loss: 1.247 Epoch 5 Batch 443/1077 - Train Accuracy: 0.209, Validation Accuracy: 0.239, Loss: 1.223 Epoch 5 Batch 444/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.283 Epoch 5 Batch 445/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.239, Loss: 1.251 Epoch 5 Batch 446/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.239, Loss: 1.289 Epoch 5 Batch 447/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.239, Loss: 1.319 Epoch 5 Batch 448/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.239, Loss: 1.313 Epoch 5 Batch 449/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.239, Loss: 1.295 Epoch 5 Batch 450/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.268 Epoch 5 Batch 451/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.239, Loss: 1.261 Epoch 5 Batch 452/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 1.289 Epoch 5 Batch 453/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.239, Loss: 1.256 Epoch 5 Batch 454/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.239, Loss: 1.318 Epoch 5 Batch 455/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.238, Loss: 1.253 Epoch 5 Batch 456/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.275 Epoch 5 Batch 457/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.205 Epoch 5 Batch 458/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.238, Loss: 1.296 Epoch 5 Batch 459/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.238, Loss: 1.251 Epoch 5 Batch 460/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.302 Epoch 5 Batch 461/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.296 Epoch 5 Batch 462/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.340 Epoch 5 Batch 463/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.239, Loss: 1.305 Epoch 5 Batch 464/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.239, Loss: 1.295 Epoch 5 Batch 465/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.238, Loss: 1.341 Epoch 5 Batch 466/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.238, Loss: 1.313 Epoch 5 Batch 467/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.238, Loss: 1.208 Epoch 5 Batch 468/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.240 Epoch 5 Batch 469/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.328 Epoch 5 Batch 470/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.238, Loss: 1.385 Epoch 5 Batch 471/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.238, Loss: 1.279 Epoch 5 Batch 472/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.238, Loss: 1.229 Epoch 5 Batch 473/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.239, Loss: 1.266 Epoch 5 Batch 474/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.239, Loss: 1.250 Epoch 5 Batch 475/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.239, Loss: 1.199 Epoch 5 Batch 476/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.239, Loss: 1.257 Epoch 5 Batch 477/1077 - Train Accuracy: 0.210, Validation Accuracy: 0.239, Loss: 1.227 Epoch 5 Batch 478/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.239, Loss: 1.348 Epoch 5 Batch 479/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.239, Loss: 1.304 Epoch 5 Batch 480/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.239, Loss: 1.251 Epoch 5 Batch 481/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.239, Loss: 1.259 Epoch 5 Batch 482/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.239, Loss: 1.302 Epoch 5 Batch 483/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.239, Loss: 1.262 Epoch 5 Batch 484/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.239, Loss: 1.310 Epoch 5 Batch 485/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.239, Loss: 1.309 Epoch 5 Batch 486/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.239, Loss: 1.287 Epoch 5 Batch 487/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.239, Loss: 1.288 Epoch 5 Batch 488/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.239, Loss: 1.283 Epoch 5 Batch 489/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.239, Loss: 1.238 Epoch 5 Batch 490/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 1.315 Epoch 5 Batch 491/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.239, Loss: 1.281 Epoch 5 Batch 492/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.239, Loss: 1.336 Epoch 5 Batch 493/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.239, Loss: 1.307 Epoch 5 Batch 494/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.239, Loss: 1.244 Epoch 5 Batch 495/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.239, Loss: 1.318 Epoch 5 Batch 496/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.239, Loss: 1.229 Epoch 5 Batch 497/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.239, Loss: 1.317 Epoch 5 Batch 498/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.239, Loss: 1.305 Epoch 5 Batch 499/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.239, Loss: 1.216 Epoch 5 Batch 500/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.239, Loss: 1.235 Epoch 5 Batch 501/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.239, Loss: 1.304 Epoch 5 Batch 502/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.239, Loss: 1.274 Epoch 5 Batch 503/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.239, Loss: 1.254 Epoch 5 Batch 504/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.340 Epoch 5 Batch 505/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.239, Loss: 1.233 Epoch 5 Batch 506/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.284 Epoch 5 Batch 507/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.239, Loss: 1.264 Epoch 5 Batch 508/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.239, Loss: 1.256 Epoch 5 Batch 509/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.239, Loss: 1.244 Epoch 5 Batch 510/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 1.301 Epoch 5 Batch 511/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.239, Loss: 1.284 Epoch 5 Batch 512/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.239, Loss: 1.266 Epoch 5 Batch 513/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 1.250 Epoch 5 Batch 514/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.292 Epoch 5 Batch 515/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.239, Loss: 1.327 Epoch 5 Batch 516/1077 - Train Accuracy: 0.207, Validation Accuracy: 0.239, Loss: 1.288 Epoch 5 Batch 517/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.239, Loss: 1.240 Epoch 5 Batch 518/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.239, Loss: 1.245 Epoch 5 Batch 519/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.239, Loss: 1.301 Epoch 5 Batch 520/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.239, Loss: 1.232 Epoch 5 Batch 521/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.239, Loss: 1.253 Epoch 5 Batch 522/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.239, Loss: 1.277 Epoch 5 Batch 523/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.265 Epoch 5 Batch 524/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.316 Epoch 5 Batch 525/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.238, Loss: 1.259 Epoch 5 Batch 526/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.278 Epoch 5 Batch 527/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.238, Loss: 1.296 Epoch 5 Batch 528/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.249 Epoch 5 Batch 529/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.296 Epoch 5 Batch 530/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.292 Epoch 5 Batch 531/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.228 Epoch 5 Batch 532/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.238, Loss: 1.317 Epoch 5 Batch 533/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.265 Epoch 5 Batch 534/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.238, Loss: 1.302 Epoch 5 Batch 535/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.325 Epoch 5 Batch 536/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.328 Epoch 5 Batch 537/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.334 Epoch 5 Batch 538/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.238, Loss: 1.236 Epoch 5 Batch 539/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.298 Epoch 5 Batch 540/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.261 Epoch 5 Batch 541/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.176 Epoch 5 Batch 542/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.238, Loss: 1.258 Epoch 5 Batch 543/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.192 Epoch 5 Batch 544/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.293 Epoch 5 Batch 545/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.238, Loss: 1.285 Epoch 5 Batch 546/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.340 Epoch 5 Batch 547/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.269 Epoch 5 Batch 548/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.295 Epoch 5 Batch 549/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.239, Loss: 1.390 Epoch 5 Batch 550/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.239, Loss: 1.342 Epoch 5 Batch 551/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.328 Epoch 5 Batch 552/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.258 Epoch 5 Batch 553/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.239, Loss: 1.307 Epoch 5 Batch 554/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.238, Loss: 1.254 Epoch 5 Batch 555/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.218 Epoch 5 Batch 556/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.271 Epoch 5 Batch 557/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.328 Epoch 5 Batch 558/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.268 Epoch 5 Batch 559/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.238, Loss: 1.371 Epoch 5 Batch 560/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.238, Loss: 1.282 Epoch 5 Batch 561/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.238, Loss: 1.297 Epoch 5 Batch 562/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.238, Loss: 1.216 Epoch 5 Batch 563/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.282 Epoch 5 Batch 564/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.238, Loss: 1.270 Epoch 5 Batch 565/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.238, Loss: 1.240 Epoch 5 Batch 566/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.249 Epoch 5 Batch 567/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.202 Epoch 5 Batch 568/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.329 Epoch 5 Batch 569/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.329 Epoch 5 Batch 570/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.239, Loss: 1.213 Epoch 5 Batch 571/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.239, Loss: 1.231 Epoch 5 Batch 572/1077 - Train Accuracy: 0.209, Validation Accuracy: 0.239, Loss: 1.327 Epoch 5 Batch 573/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.368 Epoch 5 Batch 574/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.238, Loss: 1.358 Epoch 5 Batch 575/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.238, Loss: 1.322 Epoch 5 Batch 576/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.238, Loss: 1.344 Epoch 5 Batch 577/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.238, Loss: 1.353 Epoch 5 Batch 578/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.241 Epoch 5 Batch 579/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.256 Epoch 5 Batch 580/1077 - Train Accuracy: 0.209, Validation Accuracy: 0.239, Loss: 1.231 Epoch 5 Batch 581/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.237 Epoch 5 Batch 582/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.220 Epoch 5 Batch 583/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.238, Loss: 1.305 Epoch 5 Batch 584/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.238, Loss: 1.250 Epoch 5 Batch 585/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.238, Loss: 1.312 Epoch 5 Batch 586/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.238, Loss: 1.361 Epoch 5 Batch 587/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.307 Epoch 5 Batch 588/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.238, Loss: 1.258 Epoch 5 Batch 589/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.238, Loss: 1.270 Epoch 5 Batch 590/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.238, Loss: 1.274 Epoch 5 Batch 591/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.238, Loss: 1.286 Epoch 5 Batch 592/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.221 Epoch 5 Batch 593/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.273 Epoch 5 Batch 594/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.326 Epoch 5 Batch 595/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.251 Epoch 5 Batch 596/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.238, Loss: 1.278 Epoch 5 Batch 597/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.238, Loss: 1.302 Epoch 5 Batch 598/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.238, Loss: 1.250 Epoch 5 Batch 599/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.327 Epoch 5 Batch 600/1077 - Train Accuracy: 0.207, Validation Accuracy: 0.238, Loss: 1.251 Epoch 5 Batch 601/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.238, Loss: 1.261 Epoch 5 Batch 602/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.282 Epoch 5 Batch 603/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.259 Epoch 5 Batch 604/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.259 Epoch 5 Batch 605/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.239, Loss: 1.359 Epoch 5 Batch 606/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.239, Loss: 1.214 Epoch 5 Batch 607/1077 - Train Accuracy: 0.244, Validation Accuracy: 0.239, Loss: 1.219 Epoch 5 Batch 608/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.239, Loss: 1.325 Epoch 5 Batch 609/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.291 Epoch 5 Batch 610/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.239, Loss: 1.268 Epoch 5 Batch 611/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.239, Loss: 1.268 Epoch 5 Batch 612/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.238, Loss: 1.297 Epoch 5 Batch 613/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.363 Epoch 5 Batch 614/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.238, Loss: 1.200 Epoch 5 Batch 615/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.333 Epoch 5 Batch 616/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.238, Loss: 1.331 Epoch 5 Batch 617/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.239, Loss: 1.265 Epoch 5 Batch 618/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.239, Loss: 1.287 Epoch 5 Batch 619/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.239, Loss: 1.324 Epoch 5 Batch 620/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.239, Loss: 1.257 Epoch 5 Batch 621/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.238, Loss: 1.234 Epoch 5 Batch 622/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.238, Loss: 1.339 Epoch 5 Batch 623/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.238, Loss: 1.242 Epoch 5 Batch 624/1077 - Train Accuracy: 0.208, Validation Accuracy: 0.238, Loss: 1.176 Epoch 5 Batch 625/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.204 Epoch 5 Batch 626/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.239, Loss: 1.257 Epoch 5 Batch 627/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 1.221 Epoch 5 Batch 628/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.239, Loss: 1.288 Epoch 5 Batch 629/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.239, Loss: 1.308 Epoch 5 Batch 630/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.239, Loss: 1.274 Epoch 5 Batch 631/1077 - Train Accuracy: 0.208, Validation Accuracy: 0.239, Loss: 1.235 Epoch 5 Batch 632/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.239, Loss: 1.305 Epoch 5 Batch 633/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.239, Loss: 1.270 Epoch 5 Batch 634/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.239, Loss: 1.302 Epoch 5 Batch 635/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.239, Loss: 1.296 Epoch 5 Batch 636/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.239, Loss: 1.262 Epoch 5 Batch 637/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.239, Loss: 1.335 Epoch 5 Batch 638/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.239, Loss: 1.297 Epoch 5 Batch 639/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 1.193 Epoch 5 Batch 640/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.239, Loss: 1.281 Epoch 5 Batch 641/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.239, Loss: 1.369 Epoch 5 Batch 642/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.239, Loss: 1.299 Epoch 5 Batch 643/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.239, Loss: 1.333 Epoch 5 Batch 644/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.239, Loss: 1.287 Epoch 5 Batch 645/1077 - Train Accuracy: 0.210, Validation Accuracy: 0.239, Loss: 1.306 Epoch 5 Batch 646/1077 - Train Accuracy: 0.210, Validation Accuracy: 0.239, Loss: 1.277 Epoch 5 Batch 647/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.238, Loss: 1.303 Epoch 5 Batch 648/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.238, Loss: 1.240 Epoch 5 Batch 649/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.315 Epoch 5 Batch 650/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.218 Epoch 5 Batch 651/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.238, Loss: 1.244 Epoch 5 Batch 652/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.239, Loss: 1.354 Epoch 5 Batch 653/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.239, Loss: 1.303 Epoch 5 Batch 654/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.239, Loss: 1.256 Epoch 5 Batch 655/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 1.280 Epoch 5 Batch 656/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.239, Loss: 1.251 Epoch 5 Batch 657/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.239, Loss: 1.292 Epoch 5 Batch 658/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.239, Loss: 1.259 Epoch 5 Batch 659/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.239, Loss: 1.284 Epoch 5 Batch 660/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.239, Loss: 1.389 Epoch 5 Batch 661/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.239, Loss: 1.251 Epoch 5 Batch 662/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.239, Loss: 1.223 Epoch 5 Batch 663/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.239, Loss: 1.227 Epoch 5 Batch 664/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 1.243 Epoch 5 Batch 665/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 1.266 Epoch 5 Batch 666/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.239, Loss: 1.267 Epoch 5 Batch 667/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.239, Loss: 1.258 Epoch 5 Batch 668/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.268 Epoch 5 Batch 669/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.239, Loss: 1.323 Epoch 5 Batch 670/1077 - Train Accuracy: 0.243, Validation Accuracy: 0.238, Loss: 1.264 Epoch 5 Batch 671/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.238, Loss: 1.286 Epoch 5 Batch 672/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.238, Loss: 1.212 Epoch 5 Batch 673/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.238, Loss: 1.214 Epoch 5 Batch 674/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.239, Loss: 1.248 Epoch 5 Batch 675/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.239, Loss: 1.293 Epoch 5 Batch 676/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.239, Loss: 1.303 Epoch 5 Batch 677/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.282 Epoch 5 Batch 678/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.238, Loss: 1.281 Epoch 5 Batch 679/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.238, Loss: 1.308 Epoch 5 Batch 680/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.238, Loss: 1.283 Epoch 5 Batch 681/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.308 Epoch 5 Batch 682/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.238, Loss: 1.320 Epoch 5 Batch 683/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.238, Loss: 1.287 Epoch 5 Batch 684/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.377 Epoch 5 Batch 685/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.293 Epoch 5 Batch 686/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.238, Loss: 1.271 Epoch 5 Batch 687/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.283 Epoch 5 Batch 688/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.237 Epoch 5 Batch 689/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.246 Epoch 5 Batch 690/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.254 Epoch 5 Batch 691/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.238, Loss: 1.320 Epoch 5 Batch 692/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.238, Loss: 1.272 Epoch 5 Batch 693/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.238, Loss: 1.359 Epoch 5 Batch 694/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.238, Loss: 1.278 Epoch 5 Batch 695/1077 - Train Accuracy: 0.173, Validation Accuracy: 0.238, Loss: 1.273 Epoch 5 Batch 696/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.238, Loss: 1.311 Epoch 5 Batch 697/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.239, Loss: 1.219 Epoch 5 Batch 698/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.239, Loss: 1.291 Epoch 5 Batch 699/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.239, Loss: 1.275 Epoch 5 Batch 700/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.285 Epoch 5 Batch 701/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.275 Epoch 5 Batch 702/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.313 Epoch 5 Batch 703/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.281 Epoch 5 Batch 704/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.215 Epoch 5 Batch 705/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.238, Loss: 1.264 Epoch 5 Batch 706/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.238, Loss: 1.281 Epoch 5 Batch 707/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.253 Epoch 5 Batch 708/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.238, Loss: 1.311 Epoch 5 Batch 709/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.239, Loss: 1.257 Epoch 5 Batch 710/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.239, Loss: 1.260 Epoch 5 Batch 711/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.239, Loss: 1.332 Epoch 5 Batch 712/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.254 Epoch 5 Batch 713/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.238, Loss: 1.277 Epoch 5 Batch 714/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.238, Loss: 1.286 Epoch 5 Batch 715/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.332 Epoch 5 Batch 716/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.236, Loss: 1.262 Epoch 5 Batch 717/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.293 Epoch 5 Batch 718/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.299 Epoch 5 Batch 719/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.235, Loss: 1.313 Epoch 5 Batch 720/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.235, Loss: 1.245 Epoch 5 Batch 721/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.311 Epoch 5 Batch 722/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.241 Epoch 5 Batch 723/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.203 Epoch 5 Batch 724/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.235, Loss: 1.310 Epoch 5 Batch 725/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.235, Loss: 1.228 Epoch 5 Batch 726/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.265 Epoch 5 Batch 727/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.272 Epoch 5 Batch 728/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.235, Loss: 1.218 Epoch 5 Batch 729/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.292 Epoch 5 Batch 730/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.236, Loss: 1.332 Epoch 5 Batch 731/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.236, Loss: 1.292 Epoch 5 Batch 732/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.236, Loss: 1.264 Epoch 5 Batch 733/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.236, Loss: 1.299 Epoch 5 Batch 734/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.243 Epoch 5 Batch 735/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.260 Epoch 5 Batch 736/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.345 Epoch 5 Batch 737/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.359 Epoch 5 Batch 738/1077 - Train Accuracy: 0.293, Validation Accuracy: 0.237, Loss: 1.226 Epoch 5 Batch 739/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.238, Loss: 1.228 Epoch 5 Batch 740/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.313 Epoch 5 Batch 741/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.307 Epoch 5 Batch 742/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.286 Epoch 5 Batch 743/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.234 Epoch 5 Batch 744/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.238, Loss: 1.235 Epoch 5 Batch 745/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.366 Epoch 5 Batch 746/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.167 Epoch 5 Batch 747/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.238, Loss: 1.224 Epoch 5 Batch 748/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.238, Loss: 1.289 Epoch 5 Batch 749/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.271 Epoch 5 Batch 750/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.298 Epoch 5 Batch 751/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.261 Epoch 5 Batch 752/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.296 Epoch 5 Batch 753/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.181 Epoch 5 Batch 754/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.281 Epoch 5 Batch 755/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.296 Epoch 5 Batch 756/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.239, Loss: 1.222 Epoch 5 Batch 757/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.238, Loss: 1.306 Epoch 5 Batch 758/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.238, Loss: 1.227 Epoch 5 Batch 759/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.238, Loss: 1.252 Epoch 5 Batch 760/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.238, Loss: 1.218 Epoch 5 Batch 761/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.238, Loss: 1.276 Epoch 5 Batch 762/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.268 Epoch 5 Batch 763/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.238, Loss: 1.223 Epoch 5 Batch 764/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.238, Loss: 1.319 Epoch 5 Batch 765/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.255 Epoch 5 Batch 766/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.310 Epoch 5 Batch 767/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.285 Epoch 5 Batch 768/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.235 Epoch 5 Batch 769/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.293 Epoch 5 Batch 770/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.238, Loss: 1.264 Epoch 5 Batch 771/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.323 Epoch 5 Batch 772/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.272 Epoch 5 Batch 773/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.293 Epoch 5 Batch 774/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.243 Epoch 5 Batch 775/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.249 Epoch 5 Batch 776/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.286 Epoch 5 Batch 777/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.311 Epoch 5 Batch 778/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.238, Loss: 1.228 Epoch 5 Batch 779/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.255 Epoch 5 Batch 780/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.287 Epoch 5 Batch 781/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.238, Loss: 1.269 Epoch 5 Batch 782/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.238, Loss: 1.274 Epoch 5 Batch 783/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.238, Loss: 1.205 Epoch 5 Batch 784/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.253 Epoch 5 Batch 785/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.269 Epoch 5 Batch 786/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.271 Epoch 5 Batch 787/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.238, Loss: 1.188 Epoch 5 Batch 788/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.234 Epoch 5 Batch 789/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.238, Loss: 1.333 Epoch 5 Batch 790/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.320 Epoch 5 Batch 791/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.258 Epoch 5 Batch 792/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.256 Epoch 5 Batch 793/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.286 Epoch 5 Batch 794/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.318 Epoch 5 Batch 795/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.259 Epoch 5 Batch 796/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.333 Epoch 5 Batch 797/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.244 Epoch 5 Batch 798/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.244 Epoch 5 Batch 799/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.238, Loss: 1.286 Epoch 5 Batch 800/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.244 Epoch 5 Batch 801/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.230 Epoch 5 Batch 802/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.238, Loss: 1.314 Epoch 5 Batch 803/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.322 Epoch 5 Batch 804/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.298 Epoch 5 Batch 805/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.238, Loss: 1.249 Epoch 5 Batch 806/1077 - Train Accuracy: 0.129, Validation Accuracy: 0.238, Loss: 1.276 Epoch 5 Batch 807/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.275 Epoch 5 Batch 808/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.239, Loss: 1.366 Epoch 5 Batch 809/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.238, Loss: 1.275 Epoch 5 Batch 810/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.238, Loss: 1.217 Epoch 5 Batch 811/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.238, Loss: 1.230 Epoch 5 Batch 812/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.238, Loss: 1.293 Epoch 5 Batch 813/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.238, Loss: 1.277 Epoch 5 Batch 814/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.222 Epoch 5 Batch 815/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.238, Loss: 1.240 Epoch 5 Batch 816/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.238, Loss: 1.308 Epoch 5 Batch 817/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.238, Loss: 1.264 Epoch 5 Batch 818/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.271 Epoch 5 Batch 819/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.270 Epoch 5 Batch 820/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.282 Epoch 5 Batch 821/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.238, Loss: 1.275 Epoch 5 Batch 822/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.291 Epoch 5 Batch 823/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.239 Epoch 5 Batch 824/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.238, Loss: 1.280 Epoch 5 Batch 825/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.237 Epoch 5 Batch 826/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.238, Loss: 1.310 Epoch 5 Batch 827/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.238, Loss: 1.302 Epoch 5 Batch 828/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.238, Loss: 1.296 Epoch 5 Batch 829/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.238, Loss: 1.259 Epoch 5 Batch 830/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.308 Epoch 5 Batch 831/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.238, Loss: 1.294 Epoch 5 Batch 832/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.255 Epoch 5 Batch 833/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.316 Epoch 5 Batch 834/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.238, Loss: 1.228 Epoch 5 Batch 835/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.293 Epoch 5 Batch 836/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.238, Loss: 1.204 Epoch 5 Batch 837/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.278 Epoch 5 Batch 838/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.278 Epoch 5 Batch 839/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.263 Epoch 5 Batch 840/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.230 Epoch 5 Batch 841/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.238, Loss: 1.256 Epoch 5 Batch 842/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.274 Epoch 5 Batch 843/1077 - Train Accuracy: 0.207, Validation Accuracy: 0.238, Loss: 1.224 Epoch 5 Batch 844/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.254 Epoch 5 Batch 845/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.274 Epoch 5 Batch 846/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.293 Epoch 5 Batch 847/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.233 Epoch 5 Batch 848/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.236 Epoch 5 Batch 849/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.252 Epoch 5 Batch 850/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.238, Loss: 1.327 Epoch 5 Batch 851/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.207 Epoch 5 Batch 852/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.271 Epoch 5 Batch 853/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.238, Loss: 1.257 Epoch 5 Batch 854/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.245 Epoch 5 Batch 855/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.275 Epoch 5 Batch 856/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.290 Epoch 5 Batch 857/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.257 Epoch 5 Batch 858/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.238, Loss: 1.276 Epoch 5 Batch 859/1077 - Train Accuracy: 0.173, Validation Accuracy: 0.238, Loss: 1.274 Epoch 5 Batch 860/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.238, Loss: 1.223 Epoch 5 Batch 861/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.314 Epoch 5 Batch 862/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.290 Epoch 5 Batch 863/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.238, Loss: 1.208 Epoch 5 Batch 864/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.236 Epoch 5 Batch 865/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.238, Loss: 1.266 Epoch 5 Batch 866/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.238, Loss: 1.232 Epoch 5 Batch 867/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.330 Epoch 5 Batch 868/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.259 Epoch 5 Batch 869/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.250 Epoch 5 Batch 870/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.237, Loss: 1.199 Epoch 5 Batch 871/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.237 Epoch 5 Batch 872/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.302 Epoch 5 Batch 873/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.261 Epoch 5 Batch 874/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.295 Epoch 5 Batch 875/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.307 Epoch 5 Batch 876/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.250 Epoch 5 Batch 877/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.269 Epoch 5 Batch 878/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.238, Loss: 1.289 Epoch 5 Batch 879/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.256 Epoch 5 Batch 880/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.318 Epoch 5 Batch 881/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.283 Epoch 5 Batch 882/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.238, Loss: 1.272 Epoch 5 Batch 883/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.238, Loss: 1.299 Epoch 5 Batch 884/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.304 Epoch 5 Batch 885/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.238, Loss: 1.171 Epoch 5 Batch 886/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.280 Epoch 5 Batch 887/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.329 Epoch 5 Batch 888/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.250 Epoch 5 Batch 889/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.235, Loss: 1.250 Epoch 5 Batch 890/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.235, Loss: 1.292 Epoch 5 Batch 891/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 1.321 Epoch 5 Batch 892/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.176 Epoch 5 Batch 893/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.238 Epoch 5 Batch 894/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.269 Epoch 5 Batch 895/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.270 Epoch 5 Batch 896/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 1.273 Epoch 5 Batch 897/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 1.316 Epoch 5 Batch 898/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.215 Epoch 5 Batch 899/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.305 Epoch 5 Batch 900/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.280 Epoch 5 Batch 901/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.270 Epoch 5 Batch 902/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.235, Loss: 1.263 Epoch 5 Batch 903/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.251 Epoch 5 Batch 904/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.294 Epoch 5 Batch 905/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.246 Epoch 5 Batch 906/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.284 Epoch 5 Batch 907/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.281 Epoch 5 Batch 908/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.249 Epoch 5 Batch 909/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.232 Epoch 5 Batch 910/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.227 Epoch 5 Batch 911/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.237, Loss: 1.253 Epoch 5 Batch 912/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.325 Epoch 5 Batch 913/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.323 Epoch 5 Batch 914/1077 - Train Accuracy: 0.302, Validation Accuracy: 0.237, Loss: 1.166 Epoch 5 Batch 915/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.269 Epoch 5 Batch 916/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.206 Epoch 5 Batch 917/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.238, Loss: 1.239 Epoch 5 Batch 918/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.238, Loss: 1.222 Epoch 5 Batch 919/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.238, Loss: 1.227 Epoch 5 Batch 920/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.311 Epoch 5 Batch 921/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.269 Epoch 5 Batch 922/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.238, Loss: 1.262 Epoch 5 Batch 923/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.238, Loss: 1.343 Epoch 5 Batch 924/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.238, Loss: 1.232 Epoch 5 Batch 925/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.237, Loss: 1.252 Epoch 5 Batch 926/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.246 Epoch 5 Batch 927/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.277 Epoch 5 Batch 928/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.264 Epoch 5 Batch 929/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.318 Epoch 5 Batch 930/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.292 Epoch 5 Batch 931/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.318 Epoch 5 Batch 932/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.262 Epoch 5 Batch 933/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.327 Epoch 5 Batch 934/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.238, Loss: 1.256 Epoch 5 Batch 935/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.242 Epoch 5 Batch 936/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.238, Loss: 1.224 Epoch 5 Batch 937/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.238, Loss: 1.268 Epoch 5 Batch 938/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.291 Epoch 5 Batch 939/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.237, Loss: 1.293 Epoch 5 Batch 940/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.298 Epoch 5 Batch 941/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.238, Loss: 1.173 Epoch 5 Batch 942/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.250 Epoch 5 Batch 943/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.212 Epoch 5 Batch 944/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.238, Loss: 1.239 Epoch 5 Batch 945/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.238, Loss: 1.280 Epoch 5 Batch 946/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.238, Loss: 1.213 Epoch 5 Batch 947/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.238, Loss: 1.410 Epoch 5 Batch 948/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.282 Epoch 5 Batch 949/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.238, Loss: 1.201 Epoch 5 Batch 950/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.238, Loss: 1.237 Epoch 5 Batch 951/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.238, Loss: 1.287 Epoch 5 Batch 952/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.252 Epoch 5 Batch 953/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.238, Loss: 1.278 Epoch 5 Batch 954/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.324 Epoch 5 Batch 955/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.238, Loss: 1.221 Epoch 5 Batch 956/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.280 Epoch 5 Batch 957/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.238, Loss: 1.234 Epoch 5 Batch 958/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.263 Epoch 5 Batch 959/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.299 Epoch 5 Batch 960/1077 - Train Accuracy: 0.207, Validation Accuracy: 0.238, Loss: 1.232 Epoch 5 Batch 961/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.295 Epoch 5 Batch 962/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.238, Loss: 1.264 Epoch 5 Batch 963/1077 - Train Accuracy: 0.076, Validation Accuracy: 0.238, Loss: 1.289 Epoch 5 Batch 964/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.238, Loss: 1.206 Epoch 5 Batch 965/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.238, Loss: 1.261 Epoch 5 Batch 966/1077 - Train Accuracy: 0.268, Validation Accuracy: 0.238, Loss: 1.193 Epoch 5 Batch 967/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.320 Epoch 5 Batch 968/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.238, Loss: 1.252 Epoch 5 Batch 969/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.235 Epoch 5 Batch 970/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.228 Epoch 5 Batch 971/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.238, Loss: 1.229 Epoch 5 Batch 972/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.311 Epoch 5 Batch 973/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.202 Epoch 5 Batch 974/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.238, Loss: 1.217 Epoch 5 Batch 975/1077 - Train Accuracy: 0.208, Validation Accuracy: 0.238, Loss: 1.238 Epoch 5 Batch 976/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.297 Epoch 5 Batch 977/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.227 Epoch 5 Batch 978/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.238, Loss: 1.266 Epoch 5 Batch 979/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.238, Loss: 1.239 Epoch 5 Batch 980/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.248 Epoch 5 Batch 981/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.269 Epoch 5 Batch 982/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.207 Epoch 5 Batch 983/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.238, Loss: 1.209 Epoch 5 Batch 984/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.307 Epoch 5 Batch 985/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.198 Epoch 5 Batch 986/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.261 Epoch 5 Batch 987/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.238, Loss: 1.211 Epoch 5 Batch 988/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.238, Loss: 1.352 Epoch 5 Batch 989/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.297 Epoch 5 Batch 990/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.238, Loss: 1.292 Epoch 5 Batch 991/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.238, Loss: 1.288 Epoch 5 Batch 992/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.328 Epoch 5 Batch 993/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.217 Epoch 5 Batch 994/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.263 Epoch 5 Batch 995/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.238, Loss: 1.225 Epoch 5 Batch 996/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.192 Epoch 5 Batch 997/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.238, Loss: 1.291 Epoch 5 Batch 998/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.238, Loss: 1.244 Epoch 5 Batch 999/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.276 Epoch 5 Batch 1000/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.238, Loss: 1.248 Epoch 5 Batch 1001/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.238, Loss: 1.231 Epoch 5 Batch 1002/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.238, Loss: 1.188 Epoch 5 Batch 1003/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.238, Loss: 1.204 Epoch 5 Batch 1004/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.188 Epoch 5 Batch 1005/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.238, Loss: 1.277 Epoch 5 Batch 1006/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.210 Epoch 5 Batch 1007/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.238, Loss: 1.236 Epoch 5 Batch 1008/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.346 Epoch 5 Batch 1009/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.238, Loss: 1.210 Epoch 5 Batch 1010/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.268 Epoch 5 Batch 1011/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.273 Epoch 5 Batch 1012/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.238, Loss: 1.226 Epoch 5 Batch 1013/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.238, Loss: 1.216 Epoch 5 Batch 1014/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.268 Epoch 5 Batch 1015/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.239, Loss: 1.256 Epoch 5 Batch 1016/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.237 Epoch 5 Batch 1017/1077 - Train Accuracy: 0.135, Validation Accuracy: 0.238, Loss: 1.260 Epoch 5 Batch 1018/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.238, Loss: 1.230 Epoch 5 Batch 1019/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.238, Loss: 1.289 Epoch 5 Batch 1020/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.303 Epoch 5 Batch 1021/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.238, Loss: 1.248 Epoch 5 Batch 1022/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.241 Epoch 5 Batch 1023/1077 - Train Accuracy: 0.242, Validation Accuracy: 0.238, Loss: 1.258 Epoch 5 Batch 1024/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.317 Epoch 5 Batch 1025/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.238, Loss: 1.244 Epoch 5 Batch 1026/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.238, Loss: 1.213 Epoch 5 Batch 1027/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.238, Loss: 1.257 Epoch 5 Batch 1028/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.238, Loss: 1.224 Epoch 5 Batch 1029/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.271 Epoch 5 Batch 1030/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.238, Loss: 1.271 Epoch 5 Batch 1031/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.238, Loss: 1.316 Epoch 5 Batch 1032/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.328 Epoch 5 Batch 1033/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.275 Epoch 5 Batch 1034/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.238, Loss: 1.291 Epoch 5 Batch 1035/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.254 Epoch 5 Batch 1036/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.238, Loss: 1.255 Epoch 5 Batch 1037/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.238, Loss: 1.338 Epoch 5 Batch 1038/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.267 Epoch 5 Batch 1039/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.238, Loss: 1.150 Epoch 5 Batch 1040/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.238, Loss: 1.252 Epoch 5 Batch 1041/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.238, Loss: 1.262 Epoch 5 Batch 1042/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.238, Loss: 1.312 Epoch 5 Batch 1043/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.238, Loss: 1.308 Epoch 5 Batch 1044/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.213 Epoch 5 Batch 1045/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.238, Loss: 1.301 Epoch 5 Batch 1046/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.238, Loss: 1.230 Epoch 5 Batch 1047/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.253 Epoch 5 Batch 1048/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.220 Epoch 5 Batch 1049/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.233 Epoch 5 Batch 1050/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.302 Epoch 5 Batch 1051/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.236 Epoch 5 Batch 1052/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.238, Loss: 1.270 Epoch 5 Batch 1053/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.238, Loss: 1.235 Epoch 5 Batch 1054/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.238, Loss: 1.293 Epoch 5 Batch 1055/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.327 Epoch 5 Batch 1056/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.224 Epoch 5 Batch 1057/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.238, Loss: 1.274 Epoch 5 Batch 1058/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.389 Epoch 5 Batch 1059/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.237, Loss: 1.285 Epoch 5 Batch 1060/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.251 Epoch 5 Batch 1061/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.283 Epoch 5 Batch 1062/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.237, Loss: 1.279 Epoch 5 Batch 1063/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.281 Epoch 5 Batch 1064/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.237, Loss: 1.220 Epoch 5 Batch 1065/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.268 Epoch 5 Batch 1066/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.234 Epoch 5 Batch 1067/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.242 Epoch 5 Batch 1068/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.217 Epoch 5 Batch 1069/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.226 Epoch 5 Batch 1070/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.282 Epoch 5 Batch 1071/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.249 Epoch 5 Batch 1072/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.229 Epoch 5 Batch 1073/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.279 Epoch 5 Batch 1074/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.238, Loss: 1.243 Epoch 5 Batch 1075/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.238, Loss: 1.311 Epoch 6 Batch 0/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.276 Epoch 6 Batch 1/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.292 Epoch 6 Batch 2/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.238, Loss: 1.270 Epoch 6 Batch 3/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.238, Loss: 1.264 Epoch 6 Batch 4/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.253 Epoch 6 Batch 5/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.286 Epoch 6 Batch 6/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.267 Epoch 6 Batch 7/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.238, Loss: 1.249 Epoch 6 Batch 8/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.238, Loss: 1.318 Epoch 6 Batch 9/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.238, Loss: 1.252 Epoch 6 Batch 10/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.238, Loss: 1.250 Epoch 6 Batch 11/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.241 Epoch 6 Batch 12/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.249 Epoch 6 Batch 13/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.238, Loss: 1.222 Epoch 6 Batch 14/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.238, Loss: 1.201 Epoch 6 Batch 15/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.259 Epoch 6 Batch 16/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.272 Epoch 6 Batch 17/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.238, Loss: 1.217 Epoch 6 Batch 18/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.226 Epoch 6 Batch 19/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.238, Loss: 1.250 Epoch 6 Batch 20/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.180 Epoch 6 Batch 21/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.231 Epoch 6 Batch 22/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.336 Epoch 6 Batch 23/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.243 Epoch 6 Batch 24/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.283 Epoch 6 Batch 25/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.238, Loss: 1.238 Epoch 6 Batch 26/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.238, Loss: 1.283 Epoch 6 Batch 27/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.194 Epoch 6 Batch 28/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.232 Epoch 6 Batch 29/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.264 Epoch 6 Batch 30/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.216 Epoch 6 Batch 31/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.263 Epoch 6 Batch 32/1077 - Train Accuracy: 0.207, Validation Accuracy: 0.238, Loss: 1.170 Epoch 6 Batch 33/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.205 Epoch 6 Batch 34/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.297 Epoch 6 Batch 35/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.228 Epoch 6 Batch 36/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.213 Epoch 6 Batch 37/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.296 Epoch 6 Batch 38/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.238, Loss: 1.301 Epoch 6 Batch 39/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.253 Epoch 6 Batch 40/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.233 Epoch 6 Batch 41/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.238, Loss: 1.285 Epoch 6 Batch 42/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.283 Epoch 6 Batch 43/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.238, Loss: 1.263 Epoch 6 Batch 44/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.238, Loss: 1.216 Epoch 6 Batch 45/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.292 Epoch 6 Batch 46/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.238, Loss: 1.312 Epoch 6 Batch 47/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.244 Epoch 6 Batch 48/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.231 Epoch 6 Batch 49/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.238, Loss: 1.345 Epoch 6 Batch 50/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.238, Loss: 1.232 Epoch 6 Batch 51/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.241 Epoch 6 Batch 52/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.301 Epoch 6 Batch 53/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.238, Loss: 1.277 Epoch 6 Batch 54/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.249 Epoch 6 Batch 55/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.247 Epoch 6 Batch 56/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.285 Epoch 6 Batch 57/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.238, Loss: 1.271 Epoch 6 Batch 58/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.265 Epoch 6 Batch 59/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.238, Loss: 1.255 Epoch 6 Batch 60/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.238, Loss: 1.168 Epoch 6 Batch 61/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.286 Epoch 6 Batch 62/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.238, Loss: 1.244 Epoch 6 Batch 63/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.238, Loss: 1.189 Epoch 6 Batch 64/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.238, Loss: 1.190 Epoch 6 Batch 65/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.238, Loss: 1.192 Epoch 6 Batch 66/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.238, Loss: 1.248 Epoch 6 Batch 67/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.238, Loss: 1.259 Epoch 6 Batch 68/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.241 Epoch 6 Batch 69/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.187 Epoch 6 Batch 70/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.238, Loss: 1.302 Epoch 6 Batch 71/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.222 Epoch 6 Batch 72/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.316 Epoch 6 Batch 73/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.263 Epoch 6 Batch 74/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.229 Epoch 6 Batch 75/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.238, Loss: 1.240 Epoch 6 Batch 76/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.238, Loss: 1.263 Epoch 6 Batch 77/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.265 Epoch 6 Batch 78/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.238, Loss: 1.283 Epoch 6 Batch 79/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.200 Epoch 6 Batch 80/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.272 Epoch 6 Batch 81/1077 - Train Accuracy: 0.173, Validation Accuracy: 0.238, Loss: 1.198 Epoch 6 Batch 82/1077 - Train Accuracy: 0.240, Validation Accuracy: 0.238, Loss: 1.222 Epoch 6 Batch 83/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.238, Loss: 1.276 Epoch 6 Batch 84/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.238, Loss: 1.215 Epoch 6 Batch 85/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.238, Loss: 1.266 Epoch 6 Batch 86/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.266 Epoch 6 Batch 87/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.216 Epoch 6 Batch 88/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.290 Epoch 6 Batch 89/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.247 Epoch 6 Batch 90/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.228 Epoch 6 Batch 91/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.238, Loss: 1.214 Epoch 6 Batch 92/1077 - Train Accuracy: 0.209, Validation Accuracy: 0.238, Loss: 1.272 Epoch 6 Batch 93/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.207 Epoch 6 Batch 94/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.238, Loss: 1.267 Epoch 6 Batch 95/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.238, Loss: 1.260 Epoch 6 Batch 96/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.276 Epoch 6 Batch 97/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.245 Epoch 6 Batch 98/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.264 Epoch 6 Batch 99/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.264 Epoch 6 Batch 100/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.234 Epoch 6 Batch 101/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.232 Epoch 6 Batch 102/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.158 Epoch 6 Batch 103/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.238, Loss: 1.272 Epoch 6 Batch 104/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.238, Loss: 1.271 Epoch 6 Batch 105/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.278 Epoch 6 Batch 106/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.238, Loss: 1.252 Epoch 6 Batch 107/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.238, Loss: 1.183 Epoch 6 Batch 108/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.238, Loss: 1.198 Epoch 6 Batch 109/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.189 Epoch 6 Batch 110/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.238, Loss: 1.201 Epoch 6 Batch 111/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.254 Epoch 6 Batch 112/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.272 Epoch 6 Batch 113/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.234 Epoch 6 Batch 114/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.216 Epoch 6 Batch 115/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.305 Epoch 6 Batch 116/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.238, Loss: 1.279 Epoch 6 Batch 117/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.238, Loss: 1.270 Epoch 6 Batch 118/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.238, Loss: 1.288 Epoch 6 Batch 119/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.238, Loss: 1.285 Epoch 6 Batch 120/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.279 Epoch 6 Batch 121/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.304 Epoch 6 Batch 122/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.230 Epoch 6 Batch 123/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.238, Loss: 1.187 Epoch 6 Batch 124/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.324 Epoch 6 Batch 125/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.238, Loss: 1.206 Epoch 6 Batch 126/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.232 Epoch 6 Batch 127/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.276 Epoch 6 Batch 128/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.238, Loss: 1.182 Epoch 6 Batch 129/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.234 Epoch 6 Batch 130/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.238, Loss: 1.235 Epoch 6 Batch 131/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.263 Epoch 6 Batch 132/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.261 Epoch 6 Batch 133/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.237, Loss: 1.255 Epoch 6 Batch 134/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.151 Epoch 6 Batch 135/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.237, Loss: 1.210 Epoch 6 Batch 136/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.238, Loss: 1.187 Epoch 6 Batch 137/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.238, Loss: 1.229 Epoch 6 Batch 138/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.264 Epoch 6 Batch 139/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.306 Epoch 6 Batch 140/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.237, Loss: 1.236 Epoch 6 Batch 141/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.282 Epoch 6 Batch 142/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.238, Loss: 1.236 Epoch 6 Batch 143/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.218 Epoch 6 Batch 144/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.238, Loss: 1.321 Epoch 6 Batch 145/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.238, Loss: 1.284 Epoch 6 Batch 146/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.278 Epoch 6 Batch 147/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.238, Loss: 1.258 Epoch 6 Batch 148/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.238, Loss: 1.223 Epoch 6 Batch 149/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.263 Epoch 6 Batch 150/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.238, Loss: 1.254 Epoch 6 Batch 151/1077 - Train Accuracy: 0.207, Validation Accuracy: 0.238, Loss: 1.188 Epoch 6 Batch 152/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.238, Loss: 1.220 Epoch 6 Batch 153/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.268 Epoch 6 Batch 154/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.238, Loss: 1.302 Epoch 6 Batch 155/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.251 Epoch 6 Batch 156/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.227 Epoch 6 Batch 157/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.274 Epoch 6 Batch 158/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.238, Loss: 1.220 Epoch 6 Batch 159/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.255 Epoch 6 Batch 160/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.243 Epoch 6 Batch 161/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.238, Loss: 1.267 Epoch 6 Batch 162/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.228 Epoch 6 Batch 163/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.238, Loss: 1.244 Epoch 6 Batch 164/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.224 Epoch 6 Batch 165/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.209 Epoch 6 Batch 166/1077 - Train Accuracy: 0.172, Validation Accuracy: 0.238, Loss: 1.215 Epoch 6 Batch 167/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.244 Epoch 6 Batch 168/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.293 Epoch 6 Batch 169/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.191 Epoch 6 Batch 170/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.294 Epoch 6 Batch 171/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.237, Loss: 1.247 Epoch 6 Batch 172/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.200 Epoch 6 Batch 173/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.237, Loss: 1.223 Epoch 6 Batch 174/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.218 Epoch 6 Batch 175/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.222 Epoch 6 Batch 176/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.242 Epoch 6 Batch 177/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.237, Loss: 1.263 Epoch 6 Batch 178/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.194 Epoch 6 Batch 179/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.238, Loss: 1.182 Epoch 6 Batch 180/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.178 Epoch 6 Batch 181/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.214 Epoch 6 Batch 182/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.238, Loss: 1.234 Epoch 6 Batch 183/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.247 Epoch 6 Batch 184/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.223 Epoch 6 Batch 185/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.232 Epoch 6 Batch 186/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.238, Loss: 1.187 Epoch 6 Batch 187/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.248 Epoch 6 Batch 188/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.238, Loss: 1.274 Epoch 6 Batch 189/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.217 Epoch 6 Batch 190/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.197 Epoch 6 Batch 191/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.238, Loss: 1.209 Epoch 6 Batch 192/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.223 Epoch 6 Batch 193/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.238, Loss: 1.249 Epoch 6 Batch 194/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.238, Loss: 1.195 Epoch 6 Batch 195/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.331 Epoch 6 Batch 196/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.274 Epoch 6 Batch 197/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.197 Epoch 6 Batch 198/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.238, Loss: 1.256 Epoch 6 Batch 199/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.203 Epoch 6 Batch 200/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.281 Epoch 6 Batch 201/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.234 Epoch 6 Batch 202/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.183 Epoch 6 Batch 203/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.263 Epoch 6 Batch 204/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.208 Epoch 6 Batch 205/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.262 Epoch 6 Batch 206/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.196 Epoch 6 Batch 207/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.238, Loss: 1.201 Epoch 6 Batch 208/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.205 Epoch 6 Batch 209/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.238, Loss: 1.216 Epoch 6 Batch 210/1077 - Train Accuracy: 0.208, Validation Accuracy: 0.238, Loss: 1.206 Epoch 6 Batch 211/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.238, Loss: 1.285 Epoch 6 Batch 212/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.238, Loss: 1.176 Epoch 6 Batch 213/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.205 Epoch 6 Batch 214/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.226 Epoch 6 Batch 215/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.288 Epoch 6 Batch 216/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.256 Epoch 6 Batch 217/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.244 Epoch 6 Batch 218/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.237, Loss: 1.258 Epoch 6 Batch 219/1077 - Train Accuracy: 0.173, Validation Accuracy: 0.237, Loss: 1.187 Epoch 6 Batch 220/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.238, Loss: 1.263 Epoch 6 Batch 221/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.236 Epoch 6 Batch 222/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.231 Epoch 6 Batch 223/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.222 Epoch 6 Batch 224/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.191 Epoch 6 Batch 225/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.241 Epoch 6 Batch 226/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.274 Epoch 6 Batch 227/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.265 Epoch 6 Batch 228/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.256 Epoch 6 Batch 229/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.191 Epoch 6 Batch 230/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.177 Epoch 6 Batch 231/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.265 Epoch 6 Batch 232/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.238, Loss: 1.247 Epoch 6 Batch 233/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.295 Epoch 6 Batch 234/1077 - Train Accuracy: 0.208, Validation Accuracy: 0.237, Loss: 1.229 Epoch 6 Batch 235/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.237, Loss: 1.186 Epoch 6 Batch 236/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.249 Epoch 6 Batch 237/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.162 Epoch 6 Batch 238/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.238, Loss: 1.242 Epoch 6 Batch 239/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.238, Loss: 1.209 Epoch 6 Batch 240/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.264 Epoch 6 Batch 241/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.238, Loss: 1.217 Epoch 6 Batch 242/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.216 Epoch 6 Batch 243/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.283 Epoch 6 Batch 244/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.238, Loss: 1.279 Epoch 6 Batch 245/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.238, Loss: 1.227 Epoch 6 Batch 246/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.224 Epoch 6 Batch 247/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.238, Loss: 1.201 Epoch 6 Batch 248/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.152 Epoch 6 Batch 249/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.238, Loss: 1.228 Epoch 6 Batch 250/1077 - Train Accuracy: 0.242, Validation Accuracy: 0.238, Loss: 1.201 Epoch 6 Batch 251/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.205 Epoch 6 Batch 252/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.238, Loss: 1.280 Epoch 6 Batch 253/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.238, Loss: 1.255 Epoch 6 Batch 254/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.206 Epoch 6 Batch 255/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.238, Loss: 1.235 Epoch 6 Batch 256/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.288 Epoch 6 Batch 257/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.238, Loss: 1.252 Epoch 6 Batch 258/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.238, Loss: 1.252 Epoch 6 Batch 259/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.253 Epoch 6 Batch 260/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.238, Loss: 1.174 Epoch 6 Batch 261/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.238, Loss: 1.167 Epoch 6 Batch 262/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.200 Epoch 6 Batch 263/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.238, Loss: 1.206 Epoch 6 Batch 264/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.286 Epoch 6 Batch 265/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.261 Epoch 6 Batch 266/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.238, Loss: 1.181 Epoch 6 Batch 267/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.238, Loss: 1.185 Epoch 6 Batch 268/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.309 Epoch 6 Batch 269/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.238, Loss: 1.243 Epoch 6 Batch 270/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.246 Epoch 6 Batch 271/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.223 Epoch 6 Batch 272/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.238, Loss: 1.265 Epoch 6 Batch 273/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.238, Loss: 1.243 Epoch 6 Batch 274/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.279 Epoch 6 Batch 275/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.238, Loss: 1.258 Epoch 6 Batch 276/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.249 Epoch 6 Batch 277/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.226 Epoch 6 Batch 278/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.241 Epoch 6 Batch 279/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.277 Epoch 6 Batch 280/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.326 Epoch 6 Batch 281/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.235 Epoch 6 Batch 282/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.220 Epoch 6 Batch 283/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.249 Epoch 6 Batch 284/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.238, Loss: 1.241 Epoch 6 Batch 285/1077 - Train Accuracy: 0.207, Validation Accuracy: 0.238, Loss: 1.204 Epoch 6 Batch 286/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.238, Loss: 1.165 Epoch 6 Batch 287/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.238, Loss: 1.276 Epoch 6 Batch 288/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.205 Epoch 6 Batch 289/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.238, Loss: 1.252 Epoch 6 Batch 290/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.284 Epoch 6 Batch 291/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.220 Epoch 6 Batch 292/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.211 Epoch 6 Batch 293/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.290 Epoch 6 Batch 294/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.238, Loss: 1.242 Epoch 6 Batch 295/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.238, Loss: 1.247 Epoch 6 Batch 296/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.238, Loss: 1.258 Epoch 6 Batch 297/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.298 Epoch 6 Batch 298/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.242 Epoch 6 Batch 299/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.238, Loss: 1.271 Epoch 6 Batch 300/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.238, Loss: 1.315 Epoch 6 Batch 301/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.288 Epoch 6 Batch 302/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.238, Loss: 1.199 Epoch 6 Batch 303/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.238, Loss: 1.282 Epoch 6 Batch 304/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.238, Loss: 1.229 Epoch 6 Batch 305/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.261 Epoch 6 Batch 306/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.238, Loss: 1.250 Epoch 6 Batch 307/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.238, Loss: 1.259 Epoch 6 Batch 308/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.238, Loss: 1.206 Epoch 6 Batch 309/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.238, Loss: 1.218 Epoch 6 Batch 310/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.254 Epoch 6 Batch 311/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.238, Loss: 1.251 Epoch 6 Batch 312/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.253 Epoch 6 Batch 313/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.221 Epoch 6 Batch 314/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.256 Epoch 6 Batch 315/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.238, Loss: 1.228 Epoch 6 Batch 316/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.251 Epoch 6 Batch 317/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.238, Loss: 1.198 Epoch 6 Batch 318/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.250 Epoch 6 Batch 319/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.239 Epoch 6 Batch 320/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.238, Loss: 1.200 Epoch 6 Batch 321/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.211 Epoch 6 Batch 322/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.238, Loss: 1.174 Epoch 6 Batch 323/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.214 Epoch 6 Batch 324/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.206 Epoch 6 Batch 325/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.293 Epoch 6 Batch 326/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.249 Epoch 6 Batch 327/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.250 Epoch 6 Batch 328/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.257 Epoch 6 Batch 329/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.247 Epoch 6 Batch 330/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.239 Epoch 6 Batch 331/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.238, Loss: 1.213 Epoch 6 Batch 332/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.238, Loss: 1.199 Epoch 6 Batch 333/1077 - Train Accuracy: 0.130, Validation Accuracy: 0.238, Loss: 1.308 Epoch 6 Batch 334/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.233 Epoch 6 Batch 335/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.238, Loss: 1.186 Epoch 6 Batch 336/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.269 Epoch 6 Batch 337/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.303 Epoch 6 Batch 338/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.249 Epoch 6 Batch 339/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.247 Epoch 6 Batch 340/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.238, Loss: 1.212 Epoch 6 Batch 341/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.235 Epoch 6 Batch 342/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.238, Loss: 1.227 Epoch 6 Batch 343/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.169 Epoch 6 Batch 344/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.247 Epoch 6 Batch 345/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.240 Epoch 6 Batch 346/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.268 Epoch 6 Batch 347/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.238, Loss: 1.212 Epoch 6 Batch 348/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.168 Epoch 6 Batch 349/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.255 Epoch 6 Batch 350/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.226 Epoch 6 Batch 351/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.200 Epoch 6 Batch 352/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.221 Epoch 6 Batch 353/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.238, Loss: 1.241 Epoch 6 Batch 354/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.231 Epoch 6 Batch 355/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.238, Loss: 1.224 Epoch 6 Batch 356/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.214 Epoch 6 Batch 357/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.238, Loss: 1.268 Epoch 6 Batch 358/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.238, Loss: 1.296 Epoch 6 Batch 359/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.270 Epoch 6 Batch 360/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.203 Epoch 6 Batch 361/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.237, Loss: 1.257 Epoch 6 Batch 362/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.233 Epoch 6 Batch 363/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.256 Epoch 6 Batch 364/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.263 Epoch 6 Batch 365/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.238 Epoch 6 Batch 366/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.213 Epoch 6 Batch 367/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.237, Loss: 1.214 Epoch 6 Batch 368/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.221 Epoch 6 Batch 369/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.233 Epoch 6 Batch 370/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.238, Loss: 1.187 Epoch 6 Batch 371/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.254 Epoch 6 Batch 372/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.238, Loss: 1.205 Epoch 6 Batch 373/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.238, Loss: 1.233 Epoch 6 Batch 374/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.251 Epoch 6 Batch 375/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.238, Loss: 1.186 Epoch 6 Batch 376/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.238, Loss: 1.255 Epoch 6 Batch 377/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.183 Epoch 6 Batch 378/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.131 Epoch 6 Batch 379/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.208 Epoch 6 Batch 380/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.238, Loss: 1.216 Epoch 6 Batch 381/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.261 Epoch 6 Batch 382/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.223 Epoch 6 Batch 383/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.238, Loss: 1.230 Epoch 6 Batch 384/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.175 Epoch 6 Batch 385/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.340 Epoch 6 Batch 386/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.217 Epoch 6 Batch 387/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.211 Epoch 6 Batch 388/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.238, Loss: 1.263 Epoch 6 Batch 389/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.165 Epoch 6 Batch 390/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.238, Loss: 1.275 Epoch 6 Batch 391/1077 - Train Accuracy: 0.211, Validation Accuracy: 0.238, Loss: 1.218 Epoch 6 Batch 392/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.151 Epoch 6 Batch 393/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.238, Loss: 1.231 Epoch 6 Batch 394/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.299 Epoch 6 Batch 395/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.238, Loss: 1.191 Epoch 6 Batch 396/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.200 Epoch 6 Batch 397/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.210 Epoch 6 Batch 398/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.238, Loss: 1.256 Epoch 6 Batch 399/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.238, Loss: 1.305 Epoch 6 Batch 400/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.223 Epoch 6 Batch 401/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.233 Epoch 6 Batch 402/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.241 Epoch 6 Batch 403/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.232 Epoch 6 Batch 404/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.133 Epoch 6 Batch 405/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.237, Loss: 1.241 Epoch 6 Batch 406/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.238, Loss: 1.190 Epoch 6 Batch 407/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.305 Epoch 6 Batch 408/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.210 Epoch 6 Batch 409/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.263 Epoch 6 Batch 410/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.238, Loss: 1.255 Epoch 6 Batch 411/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.238, Loss: 1.177 Epoch 6 Batch 412/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.157 Epoch 6 Batch 413/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.247 Epoch 6 Batch 414/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.283 Epoch 6 Batch 415/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.175 Epoch 6 Batch 416/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.237, Loss: 1.236 Epoch 6 Batch 417/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.223 Epoch 6 Batch 418/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.174 Epoch 6 Batch 419/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.280 Epoch 6 Batch 420/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.205 Epoch 6 Batch 421/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.212 Epoch 6 Batch 422/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.238, Loss: 1.210 Epoch 6 Batch 423/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.238, Loss: 1.220 Epoch 6 Batch 424/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.238, Loss: 1.238 Epoch 6 Batch 425/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.238, Loss: 1.209 Epoch 6 Batch 426/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.255 Epoch 6 Batch 427/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.238, Loss: 1.134 Epoch 6 Batch 428/1077 - Train Accuracy: 0.207, Validation Accuracy: 0.238, Loss: 1.231 Epoch 6 Batch 429/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.260 Epoch 6 Batch 430/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.246 Epoch 6 Batch 431/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.245 Epoch 6 Batch 432/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.238, Loss: 1.270 Epoch 6 Batch 433/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.269 Epoch 6 Batch 434/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.238, Loss: 1.197 Epoch 6 Batch 435/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.238, Loss: 1.250 Epoch 6 Batch 436/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.238, Loss: 1.217 Epoch 6 Batch 437/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.248 Epoch 6 Batch 438/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.245 Epoch 6 Batch 439/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.305 Epoch 6 Batch 440/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.281 Epoch 6 Batch 441/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.238, Loss: 1.142 Epoch 6 Batch 442/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.238, Loss: 1.263 Epoch 6 Batch 443/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.238, Loss: 1.144 Epoch 6 Batch 444/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.216 Epoch 6 Batch 445/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.238, Loss: 1.258 Epoch 6 Batch 446/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.201 Epoch 6 Batch 447/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.206 Epoch 6 Batch 448/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.188 Epoch 6 Batch 449/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.281 Epoch 6 Batch 450/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.295 Epoch 6 Batch 451/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.236 Epoch 6 Batch 452/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.237, Loss: 1.206 Epoch 6 Batch 453/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 1.222 Epoch 6 Batch 454/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.211 Epoch 6 Batch 455/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.237, Loss: 1.159 Epoch 6 Batch 456/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.237, Loss: 1.210 Epoch 6 Batch 457/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.193 Epoch 6 Batch 458/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.261 Epoch 6 Batch 459/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.221 Epoch 6 Batch 460/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.234 Epoch 6 Batch 461/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.218 Epoch 6 Batch 462/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.204 Epoch 6 Batch 463/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.237 Epoch 6 Batch 464/1077 - Train Accuracy: 0.173, Validation Accuracy: 0.237, Loss: 1.239 Epoch 6 Batch 465/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.238, Loss: 1.304 Epoch 6 Batch 466/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.257 Epoch 6 Batch 467/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.238, Loss: 1.250 Epoch 6 Batch 468/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.238, Loss: 1.216 Epoch 6 Batch 469/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.174 Epoch 6 Batch 470/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.238, Loss: 1.226 Epoch 6 Batch 471/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.257 Epoch 6 Batch 472/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.238, Loss: 1.208 Epoch 6 Batch 473/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.231 Epoch 6 Batch 474/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.264 Epoch 6 Batch 475/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.238, Loss: 1.181 Epoch 6 Batch 476/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.238, Loss: 1.236 Epoch 6 Batch 477/1077 - Train Accuracy: 0.209, Validation Accuracy: 0.238, Loss: 1.227 Epoch 6 Batch 478/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.238, Loss: 1.275 Epoch 6 Batch 479/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.273 Epoch 6 Batch 480/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.238, Loss: 1.254 Epoch 6 Batch 481/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.230 Epoch 6 Batch 482/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.237, Loss: 1.234 Epoch 6 Batch 483/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.278 Epoch 6 Batch 484/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.237, Loss: 1.274 Epoch 6 Batch 485/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.227 Epoch 6 Batch 486/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.280 Epoch 6 Batch 487/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.238, Loss: 1.255 Epoch 6 Batch 488/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.253 Epoch 6 Batch 489/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.214 Epoch 6 Batch 490/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.237 Epoch 6 Batch 491/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.193 Epoch 6 Batch 492/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.228 Epoch 6 Batch 493/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.238, Loss: 1.254 Epoch 6 Batch 494/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.160 Epoch 6 Batch 495/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.238, Loss: 1.157 Epoch 6 Batch 496/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.238, Loss: 1.253 Epoch 6 Batch 497/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.238, Loss: 1.249 Epoch 6 Batch 498/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.251 Epoch 6 Batch 499/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.212 Epoch 6 Batch 500/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.178 Epoch 6 Batch 501/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.235 Epoch 6 Batch 502/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.263 Epoch 6 Batch 503/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.255 Epoch 6 Batch 504/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.245 Epoch 6 Batch 505/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.237, Loss: 1.183 Epoch 6 Batch 506/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.238 Epoch 6 Batch 507/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.237, Loss: 1.160 Epoch 6 Batch 508/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.165 Epoch 6 Batch 509/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.238, Loss: 1.233 Epoch 6 Batch 510/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.180 Epoch 6 Batch 511/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.238, Loss: 1.282 Epoch 6 Batch 512/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.257 Epoch 6 Batch 513/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.210 Epoch 6 Batch 514/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.264 Epoch 6 Batch 515/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.238, Loss: 1.272 Epoch 6 Batch 516/1077 - Train Accuracy: 0.208, Validation Accuracy: 0.238, Loss: 1.054 Epoch 6 Batch 517/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.238, Loss: 1.212 Epoch 6 Batch 518/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.200 Epoch 6 Batch 519/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.203 Epoch 6 Batch 520/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 1.172 Epoch 6 Batch 521/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.227 Epoch 6 Batch 522/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.295 Epoch 6 Batch 523/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.246 Epoch 6 Batch 524/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.230 Epoch 6 Batch 525/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.237, Loss: 1.243 Epoch 6 Batch 526/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.177 Epoch 6 Batch 527/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.238, Loss: 1.232 Epoch 6 Batch 528/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.205 Epoch 6 Batch 529/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.214 Epoch 6 Batch 530/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.205 Epoch 6 Batch 531/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.213 Epoch 6 Batch 532/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.263 Epoch 6 Batch 533/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.275 Epoch 6 Batch 534/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.238, Loss: 1.230 Epoch 6 Batch 535/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.234 Epoch 6 Batch 536/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.216 Epoch 6 Batch 537/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.250 Epoch 6 Batch 538/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.161 Epoch 6 Batch 539/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.270 Epoch 6 Batch 540/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.267 Epoch 6 Batch 541/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.273 Epoch 6 Batch 542/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.158 Epoch 6 Batch 543/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.250 Epoch 6 Batch 544/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.236 Epoch 6 Batch 545/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.250 Epoch 6 Batch 546/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.328 Epoch 6 Batch 547/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.174 Epoch 6 Batch 548/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.250 Epoch 6 Batch 549/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.233 Epoch 6 Batch 550/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.301 Epoch 6 Batch 551/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.264 Epoch 6 Batch 552/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.238 Epoch 6 Batch 553/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.251 Epoch 6 Batch 554/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.275 Epoch 6 Batch 555/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.260 Epoch 6 Batch 556/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.185 Epoch 6 Batch 557/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.242 Epoch 6 Batch 558/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.271 Epoch 6 Batch 559/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.237, Loss: 1.241 Epoch 6 Batch 560/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.237, Loss: 1.215 Epoch 6 Batch 561/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 1.198 Epoch 6 Batch 562/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.237, Loss: 1.203 Epoch 6 Batch 563/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.196 Epoch 6 Batch 564/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.238, Loss: 1.295 Epoch 6 Batch 565/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.238 Epoch 6 Batch 566/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.221 Epoch 6 Batch 567/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.248 Epoch 6 Batch 568/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.193 Epoch 6 Batch 569/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.252 Epoch 6 Batch 570/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.238, Loss: 1.269 Epoch 6 Batch 571/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.210 Epoch 6 Batch 572/1077 - Train Accuracy: 0.208, Validation Accuracy: 0.237, Loss: 1.180 Epoch 6 Batch 573/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.237, Loss: 1.206 Epoch 6 Batch 574/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.189 Epoch 6 Batch 575/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.238, Loss: 1.193 Epoch 6 Batch 576/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.237, Loss: 1.205 Epoch 6 Batch 577/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.203 Epoch 6 Batch 578/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.203 Epoch 6 Batch 579/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.257 Epoch 6 Batch 580/1077 - Train Accuracy: 0.207, Validation Accuracy: 0.238, Loss: 1.181 Epoch 6 Batch 581/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.181 Epoch 6 Batch 582/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.157 Epoch 6 Batch 583/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.238, Loss: 1.251 Epoch 6 Batch 584/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.188 Epoch 6 Batch 585/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.238, Loss: 1.212 Epoch 6 Batch 586/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.238, Loss: 1.190 Epoch 6 Batch 587/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.241 Epoch 6 Batch 588/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.238, Loss: 1.225 Epoch 6 Batch 589/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.238, Loss: 1.183 Epoch 6 Batch 590/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.238, Loss: 1.226 Epoch 6 Batch 591/1077 - Train Accuracy: 0.238, Validation Accuracy: 0.238, Loss: 1.208 Epoch 6 Batch 592/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.237 Epoch 6 Batch 593/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.188 Epoch 6 Batch 594/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.226 Epoch 6 Batch 595/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.246 Epoch 6 Batch 596/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.255 Epoch 6 Batch 597/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.238, Loss: 1.223 Epoch 6 Batch 598/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.238, Loss: 1.200 Epoch 6 Batch 599/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.239 Epoch 6 Batch 600/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.238, Loss: 1.207 Epoch 6 Batch 601/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.212 Epoch 6 Batch 602/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.254 Epoch 6 Batch 603/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.237 Epoch 6 Batch 604/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.257 Epoch 6 Batch 605/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.237, Loss: 1.205 Epoch 6 Batch 606/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.151 Epoch 6 Batch 607/1077 - Train Accuracy: 0.241, Validation Accuracy: 0.237, Loss: 1.203 Epoch 6 Batch 608/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.190 Epoch 6 Batch 609/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.238 Epoch 6 Batch 610/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.238 Epoch 6 Batch 611/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.223 Epoch 6 Batch 612/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.237, Loss: 1.163 Epoch 6 Batch 613/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.233 Epoch 6 Batch 614/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.189 Epoch 6 Batch 615/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.181 Epoch 6 Batch 616/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.237, Loss: 1.215 Epoch 6 Batch 617/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.125 Epoch 6 Batch 618/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.232 Epoch 6 Batch 619/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.237, Loss: 1.236 Epoch 6 Batch 620/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.229 Epoch 6 Batch 621/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.205 Epoch 6 Batch 622/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.238, Loss: 1.234 Epoch 6 Batch 623/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.238, Loss: 1.249 Epoch 6 Batch 624/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.238, Loss: 1.171 Epoch 6 Batch 625/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.220 Epoch 6 Batch 626/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.237, Loss: 1.191 Epoch 6 Batch 627/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.285 Epoch 6 Batch 628/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.304 Epoch 6 Batch 629/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.237, Loss: 1.257 Epoch 6 Batch 630/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.249 Epoch 6 Batch 631/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.237, Loss: 1.199 Epoch 6 Batch 632/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.238, Loss: 1.199 Epoch 6 Batch 633/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.238, Loss: 1.210 Epoch 6 Batch 634/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.238, Loss: 1.193 Epoch 6 Batch 635/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.238, Loss: 1.274 Epoch 6 Batch 636/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.238, Loss: 1.221 Epoch 6 Batch 637/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.226 Epoch 6 Batch 638/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.238, Loss: 1.221 Epoch 6 Batch 639/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.242 Epoch 6 Batch 640/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.146 Epoch 6 Batch 641/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.228 Epoch 6 Batch 642/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.238, Loss: 1.192 Epoch 6 Batch 643/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.238, Loss: 1.223 Epoch 6 Batch 644/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.243 Epoch 6 Batch 645/1077 - Train Accuracy: 0.209, Validation Accuracy: 0.237, Loss: 1.192 Epoch 6 Batch 646/1077 - Train Accuracy: 0.209, Validation Accuracy: 0.237, Loss: 1.153 Epoch 6 Batch 647/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.255 Epoch 6 Batch 648/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.166 Epoch 6 Batch 649/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.227 Epoch 6 Batch 650/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.229 Epoch 6 Batch 651/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.190 Epoch 6 Batch 652/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.238, Loss: 1.242 Epoch 6 Batch 653/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.211 Epoch 6 Batch 654/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.238, Loss: 1.245 Epoch 6 Batch 655/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.162 Epoch 6 Batch 656/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.238, Loss: 1.162 Epoch 6 Batch 657/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.237, Loss: 1.234 Epoch 6 Batch 658/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.230 Epoch 6 Batch 659/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.210 Epoch 6 Batch 660/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.245 Epoch 6 Batch 661/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.238, Loss: 1.206 Epoch 6 Batch 662/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.215 Epoch 6 Batch 663/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.238, Loss: 1.180 Epoch 6 Batch 664/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.200 Epoch 6 Batch 665/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.243 Epoch 6 Batch 666/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.235 Epoch 6 Batch 667/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.237, Loss: 1.239 Epoch 6 Batch 668/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.197 Epoch 6 Batch 669/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.254 Epoch 6 Batch 670/1077 - Train Accuracy: 0.242, Validation Accuracy: 0.237, Loss: 1.231 Epoch 6 Batch 671/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.237, Loss: 1.283 Epoch 6 Batch 672/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.174 Epoch 6 Batch 673/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 1.149 Epoch 6 Batch 674/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.203 Epoch 6 Batch 675/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.230 Epoch 6 Batch 676/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.237, Loss: 1.207 Epoch 6 Batch 677/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.326 Epoch 6 Batch 678/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.170 Epoch 6 Batch 679/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.237, Loss: 1.253 Epoch 6 Batch 680/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.172 Epoch 6 Batch 681/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.256 Epoch 6 Batch 682/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.237, Loss: 1.209 Epoch 6 Batch 683/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.237, Loss: 1.220 Epoch 6 Batch 684/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.181 Epoch 6 Batch 685/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.226 Epoch 6 Batch 686/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.237, Loss: 1.187 Epoch 6 Batch 687/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.211 Epoch 6 Batch 688/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.246 Epoch 6 Batch 689/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.180 Epoch 6 Batch 690/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.231 Epoch 6 Batch 691/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.237, Loss: 1.206 Epoch 6 Batch 692/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.204 Epoch 6 Batch 693/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.238, Loss: 1.342 Epoch 6 Batch 694/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.237, Loss: 1.187 Epoch 6 Batch 695/1077 - Train Accuracy: 0.173, Validation Accuracy: 0.237, Loss: 1.174 Epoch 6 Batch 696/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.237, Loss: 1.212 Epoch 6 Batch 697/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.247 Epoch 6 Batch 698/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.119 Epoch 6 Batch 699/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.237, Loss: 1.239 Epoch 6 Batch 700/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.199 Epoch 6 Batch 701/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.196 Epoch 6 Batch 702/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.214 Epoch 6 Batch 703/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.213 Epoch 6 Batch 704/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.225 Epoch 6 Batch 705/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.237, Loss: 1.269 Epoch 6 Batch 706/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.194 Epoch 6 Batch 707/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.259 Epoch 6 Batch 708/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.208 Epoch 6 Batch 709/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.235 Epoch 6 Batch 710/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.156 Epoch 6 Batch 711/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.261 Epoch 6 Batch 712/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.323 Epoch 6 Batch 713/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.237, Loss: 1.178 Epoch 6 Batch 714/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.237, Loss: 1.290 Epoch 6 Batch 715/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.273 Epoch 6 Batch 716/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.243 Epoch 6 Batch 717/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.232 Epoch 6 Batch 718/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.199 Epoch 6 Batch 719/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.237, Loss: 1.208 Epoch 6 Batch 720/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.237, Loss: 1.308 Epoch 6 Batch 721/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.222 Epoch 6 Batch 722/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.261 Epoch 6 Batch 723/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.209 Epoch 6 Batch 724/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.237, Loss: 1.275 Epoch 6 Batch 725/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.242 Epoch 6 Batch 726/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.180 Epoch 6 Batch 727/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.245 Epoch 6 Batch 728/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.187 Epoch 6 Batch 729/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.239 Epoch 6 Batch 730/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.237, Loss: 1.225 Epoch 6 Batch 731/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.214 Epoch 6 Batch 732/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.237, Loss: 1.225 Epoch 6 Batch 733/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.232 Epoch 6 Batch 734/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.221 Epoch 6 Batch 735/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.169 Epoch 6 Batch 736/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.237, Loss: 1.216 Epoch 6 Batch 737/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.242 Epoch 6 Batch 738/1077 - Train Accuracy: 0.295, Validation Accuracy: 0.237, Loss: 1.197 Epoch 6 Batch 739/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.176 Epoch 6 Batch 740/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.237, Loss: 1.182 Epoch 6 Batch 741/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.247 Epoch 6 Batch 742/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.234 Epoch 6 Batch 743/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.153 Epoch 6 Batch 744/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.170 Epoch 6 Batch 745/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.262 Epoch 6 Batch 746/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.261 Epoch 6 Batch 747/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.177 Epoch 6 Batch 748/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.203 Epoch 6 Batch 749/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.196 Epoch 6 Batch 750/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.267 Epoch 6 Batch 751/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.171 Epoch 6 Batch 752/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.211 Epoch 6 Batch 753/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.219 Epoch 6 Batch 754/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.221 Epoch 6 Batch 755/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.227 Epoch 6 Batch 756/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.148 Epoch 6 Batch 757/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.271 Epoch 6 Batch 758/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.205 Epoch 6 Batch 759/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.158 Epoch 6 Batch 760/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.237, Loss: 1.291 Epoch 6 Batch 761/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.237, Loss: 1.242 Epoch 6 Batch 762/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.176 Epoch 6 Batch 763/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.162 Epoch 6 Batch 764/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.237, Loss: 1.153 Epoch 6 Batch 765/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.203 Epoch 6 Batch 766/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.238 Epoch 6 Batch 767/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.171 Epoch 6 Batch 768/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.156 Epoch 6 Batch 769/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.194 Epoch 6 Batch 770/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.196 Epoch 6 Batch 771/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.208 Epoch 6 Batch 772/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.211 Epoch 6 Batch 773/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.136 Epoch 6 Batch 774/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.221 Epoch 6 Batch 775/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.181 Epoch 6 Batch 776/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.199 Epoch 6 Batch 777/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.168 Epoch 6 Batch 778/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.133 Epoch 6 Batch 779/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.188 Epoch 6 Batch 780/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.233 Epoch 6 Batch 781/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.237, Loss: 1.162 Epoch 6 Batch 782/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.210 Epoch 6 Batch 783/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.216 Epoch 6 Batch 784/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.229 Epoch 6 Batch 785/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.209 Epoch 6 Batch 786/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.183 Epoch 6 Batch 787/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 1.153 Epoch 6 Batch 788/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.169 Epoch 6 Batch 789/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.230 Epoch 6 Batch 790/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.223 Epoch 6 Batch 791/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.250 Epoch 6 Batch 792/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.256 Epoch 6 Batch 793/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.237, Loss: 1.311 Epoch 6 Batch 794/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.255 Epoch 6 Batch 795/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.203 Epoch 6 Batch 796/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.177 Epoch 6 Batch 797/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.220 Epoch 6 Batch 798/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.196 Epoch 6 Batch 799/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.266 Epoch 6 Batch 800/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.271 Epoch 6 Batch 801/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.175 Epoch 6 Batch 802/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 1.245 Epoch 6 Batch 803/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.232 Epoch 6 Batch 804/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.157 Epoch 6 Batch 805/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.237, Loss: 1.142 Epoch 6 Batch 806/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.237, Loss: 1.209 Epoch 6 Batch 807/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.173 Epoch 6 Batch 808/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.223 Epoch 6 Batch 809/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.237, Loss: 1.208 Epoch 6 Batch 810/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.191 Epoch 6 Batch 811/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.237, Loss: 1.199 Epoch 6 Batch 812/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.173 Epoch 6 Batch 813/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.237, Loss: 1.208 Epoch 6 Batch 814/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.237 Epoch 6 Batch 815/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.214 Epoch 6 Batch 816/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.237, Loss: 1.198 Epoch 6 Batch 817/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.234 Epoch 6 Batch 818/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.186 Epoch 6 Batch 819/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.149 Epoch 6 Batch 820/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.231 Epoch 6 Batch 821/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.236, Loss: 1.199 Epoch 6 Batch 822/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.268 Epoch 6 Batch 823/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.245 Epoch 6 Batch 824/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.163 Epoch 6 Batch 825/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.195 Epoch 6 Batch 826/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.218 Epoch 6 Batch 827/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.237, Loss: 1.148 Epoch 6 Batch 828/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.236, Loss: 1.289 Epoch 6 Batch 829/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.236, Loss: 1.251 Epoch 6 Batch 830/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.189 Epoch 6 Batch 831/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.235, Loss: 1.174 Epoch 6 Batch 832/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.204 Epoch 6 Batch 833/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.234 Epoch 6 Batch 834/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.236, Loss: 1.181 Epoch 6 Batch 835/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.231 Epoch 6 Batch 836/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.236, Loss: 1.226 Epoch 6 Batch 837/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.196 Epoch 6 Batch 838/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.191 Epoch 6 Batch 839/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.213 Epoch 6 Batch 840/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.283 Epoch 6 Batch 841/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.237, Loss: 1.184 Epoch 6 Batch 842/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.185 Epoch 6 Batch 843/1077 - Train Accuracy: 0.207, Validation Accuracy: 0.237, Loss: 1.184 Epoch 6 Batch 844/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.201 Epoch 6 Batch 845/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.219 Epoch 6 Batch 846/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.184 Epoch 6 Batch 847/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.271 Epoch 6 Batch 848/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.210 Epoch 6 Batch 849/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.170 Epoch 6 Batch 850/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.279 Epoch 6 Batch 851/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.213 Epoch 6 Batch 852/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.248 Epoch 6 Batch 853/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.245 Epoch 6 Batch 854/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.258 Epoch 6 Batch 855/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.221 Epoch 6 Batch 856/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.173 Epoch 6 Batch 857/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.240 Epoch 6 Batch 858/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.236, Loss: 1.164 Epoch 6 Batch 859/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.236, Loss: 1.174 Epoch 6 Batch 860/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 1.198 Epoch 6 Batch 861/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.282 Epoch 6 Batch 862/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.207 Epoch 6 Batch 863/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.237, Loss: 1.198 Epoch 6 Batch 864/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.166 Epoch 6 Batch 865/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.237, Loss: 1.222 Epoch 6 Batch 866/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.203 Epoch 6 Batch 867/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.269 Epoch 6 Batch 868/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.297 Epoch 6 Batch 869/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.219 Epoch 6 Batch 870/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.237, Loss: 1.208 Epoch 6 Batch 871/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.244 Epoch 6 Batch 872/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.212 Epoch 6 Batch 873/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.196 Epoch 6 Batch 874/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.206 Epoch 6 Batch 875/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.236, Loss: 1.203 Epoch 6 Batch 876/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.206 Epoch 6 Batch 877/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.185 Epoch 6 Batch 878/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.237, Loss: 1.237 Epoch 6 Batch 879/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.215 Epoch 6 Batch 880/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.254 Epoch 6 Batch 881/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.215 Epoch 6 Batch 882/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.236, Loss: 1.249 Epoch 6 Batch 883/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.236, Loss: 1.333 Epoch 6 Batch 884/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.191 Epoch 6 Batch 885/1077 - Train Accuracy: 0.240, Validation Accuracy: 0.236, Loss: 1.227 Epoch 6 Batch 886/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.241 Epoch 6 Batch 887/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.262 Epoch 6 Batch 888/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.231 Epoch 6 Batch 889/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.237, Loss: 1.223 Epoch 6 Batch 890/1077 - Train Accuracy: 0.207, Validation Accuracy: 0.235, Loss: 1.208 Epoch 6 Batch 891/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.203 Epoch 6 Batch 892/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.227 Epoch 6 Batch 893/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.217 Epoch 6 Batch 894/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.202 Epoch 6 Batch 895/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.219 Epoch 6 Batch 896/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.237, Loss: 1.278 Epoch 6 Batch 897/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 1.179 Epoch 6 Batch 898/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.101 Epoch 6 Batch 899/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.238 Epoch 6 Batch 900/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.261 Epoch 6 Batch 901/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.217 Epoch 6 Batch 902/1077 - Train Accuracy: 0.211, Validation Accuracy: 0.238, Loss: 1.289 Epoch 6 Batch 903/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.239, Loss: 1.180 Epoch 6 Batch 904/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.206 Epoch 6 Batch 905/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.196 Epoch 6 Batch 906/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.211 Epoch 6 Batch 907/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.212 Epoch 6 Batch 908/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.181 Epoch 6 Batch 909/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.156 Epoch 6 Batch 910/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.212 Epoch 6 Batch 911/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.237, Loss: 1.205 Epoch 6 Batch 912/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.195 Epoch 6 Batch 913/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.183 Epoch 6 Batch 914/1077 - Train Accuracy: 0.303, Validation Accuracy: 0.238, Loss: 1.145 Epoch 6 Batch 915/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.238, Loss: 1.172 Epoch 6 Batch 916/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.246 Epoch 6 Batch 917/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.240 Epoch 6 Batch 918/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.238, Loss: 1.224 Epoch 6 Batch 919/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.238, Loss: 1.146 Epoch 6 Batch 920/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.192 Epoch 6 Batch 921/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.194 Epoch 6 Batch 922/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.238, Loss: 1.237 Epoch 6 Batch 923/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.238, Loss: 1.255 Epoch 6 Batch 924/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.238, Loss: 1.191 Epoch 6 Batch 925/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.237, Loss: 1.223 Epoch 6 Batch 926/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.217 Epoch 6 Batch 927/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.285 Epoch 6 Batch 928/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.188 Epoch 6 Batch 929/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.255 Epoch 6 Batch 930/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.181 Epoch 6 Batch 931/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.139 Epoch 6 Batch 932/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.218 Epoch 6 Batch 933/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.222 Epoch 6 Batch 934/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.203 Epoch 6 Batch 935/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.195 Epoch 6 Batch 936/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.263 Epoch 6 Batch 937/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.238, Loss: 1.217 Epoch 6 Batch 938/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.202 Epoch 6 Batch 939/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.238, Loss: 1.212 Epoch 6 Batch 940/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.247 Epoch 6 Batch 941/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.211 Epoch 6 Batch 942/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.238, Loss: 1.205 Epoch 6 Batch 943/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.154 Epoch 6 Batch 944/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.238, Loss: 1.192 Epoch 6 Batch 945/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.238, Loss: 1.156 Epoch 6 Batch 946/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.238, Loss: 1.185 Epoch 6 Batch 947/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.238, Loss: 1.253 Epoch 6 Batch 948/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.261 Epoch 6 Batch 949/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.238, Loss: 1.192 Epoch 6 Batch 950/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.180 Epoch 6 Batch 951/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.180 Epoch 6 Batch 952/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.206 Epoch 6 Batch 953/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.238, Loss: 1.208 Epoch 6 Batch 954/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.257 Epoch 6 Batch 955/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.183 Epoch 6 Batch 956/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.193 Epoch 6 Batch 957/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.238, Loss: 1.179 Epoch 6 Batch 958/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.219 Epoch 6 Batch 959/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.182 Epoch 6 Batch 960/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.237, Loss: 1.246 Epoch 6 Batch 961/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.195 Epoch 6 Batch 962/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.237, Loss: 1.182 Epoch 6 Batch 963/1077 - Train Accuracy: 0.076, Validation Accuracy: 0.237, Loss: 1.223 Epoch 6 Batch 964/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.237, Loss: 1.172 Epoch 6 Batch 965/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.237, Loss: 1.177 Epoch 6 Batch 966/1077 - Train Accuracy: 0.268, Validation Accuracy: 0.237, Loss: 1.162 Epoch 6 Batch 967/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.263 Epoch 6 Batch 968/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.243 Epoch 6 Batch 969/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.193 Epoch 6 Batch 970/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.232 Epoch 6 Batch 971/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.243 Epoch 6 Batch 972/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.202 Epoch 6 Batch 973/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.179 Epoch 6 Batch 974/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.237, Loss: 1.246 Epoch 6 Batch 975/1077 - Train Accuracy: 0.207, Validation Accuracy: 0.237, Loss: 1.168 Epoch 6 Batch 976/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.215 Epoch 6 Batch 977/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.157 Epoch 6 Batch 978/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.219 Epoch 6 Batch 979/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.247 Epoch 6 Batch 980/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.237, Loss: 1.198 Epoch 6 Batch 981/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.259 Epoch 6 Batch 982/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.210 Epoch 6 Batch 983/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.237, Loss: 1.252 Epoch 6 Batch 984/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.277 Epoch 6 Batch 985/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.218 Epoch 6 Batch 986/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.226 Epoch 6 Batch 987/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.212 Epoch 6 Batch 988/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.247 Epoch 6 Batch 989/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.218 Epoch 6 Batch 990/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.179 Epoch 6 Batch 991/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.237, Loss: 1.164 Epoch 6 Batch 992/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.241 Epoch 6 Batch 993/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.237, Loss: 1.228 Epoch 6 Batch 994/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.197 Epoch 6 Batch 995/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.230 Epoch 6 Batch 996/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.175 Epoch 6 Batch 997/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.212 Epoch 6 Batch 998/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.259 Epoch 6 Batch 999/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.222 Epoch 6 Batch 1000/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.144 Epoch 6 Batch 1001/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.237, Loss: 1.108 Epoch 6 Batch 1002/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.237, Loss: 1.167 Epoch 6 Batch 1003/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.237, Loss: 1.132 Epoch 6 Batch 1004/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.163 Epoch 6 Batch 1005/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.254 Epoch 6 Batch 1006/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.211 Epoch 6 Batch 1007/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.171 Epoch 6 Batch 1008/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.198 Epoch 6 Batch 1009/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.138 Epoch 6 Batch 1010/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.240 Epoch 6 Batch 1011/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.163 Epoch 6 Batch 1012/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.237, Loss: 1.155 Epoch 6 Batch 1013/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.218 Epoch 6 Batch 1014/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.235 Epoch 6 Batch 1015/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.237, Loss: 1.200 Epoch 6 Batch 1016/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.195 Epoch 6 Batch 1017/1077 - Train Accuracy: 0.132, Validation Accuracy: 0.237, Loss: 1.232 Epoch 6 Batch 1018/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.237, Loss: 1.231 Epoch 6 Batch 1019/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.258 Epoch 6 Batch 1020/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.262 Epoch 6 Batch 1021/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.164 Epoch 6 Batch 1022/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.150 Epoch 6 Batch 1023/1077 - Train Accuracy: 0.240, Validation Accuracy: 0.237, Loss: 1.195 Epoch 6 Batch 1024/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.238 Epoch 6 Batch 1025/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.259 Epoch 6 Batch 1026/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 1.203 Epoch 6 Batch 1027/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.271 Epoch 6 Batch 1028/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.199 Epoch 6 Batch 1029/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.261 Epoch 6 Batch 1030/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.204 Epoch 6 Batch 1031/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.237, Loss: 1.254 Epoch 6 Batch 1032/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.232 Epoch 6 Batch 1033/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 1.215 Epoch 6 Batch 1034/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.275 Epoch 6 Batch 1035/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.264 Epoch 6 Batch 1036/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.254 Epoch 6 Batch 1037/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.216 Epoch 6 Batch 1038/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.249 Epoch 6 Batch 1039/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.238, Loss: 1.187 Epoch 6 Batch 1040/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.238, Loss: 1.240 Epoch 6 Batch 1041/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.224 Epoch 6 Batch 1042/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.237, Loss: 1.269 Epoch 6 Batch 1043/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.237, Loss: 1.238 Epoch 6 Batch 1044/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.188 Epoch 6 Batch 1045/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.203 Epoch 6 Batch 1046/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.161 Epoch 6 Batch 1047/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.274 Epoch 6 Batch 1048/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.155 Epoch 6 Batch 1049/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.234 Epoch 6 Batch 1050/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.238 Epoch 6 Batch 1051/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.178 Epoch 6 Batch 1052/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.205 Epoch 6 Batch 1053/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.173 Epoch 6 Batch 1054/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.236, Loss: 1.237 Epoch 6 Batch 1055/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.200 Epoch 6 Batch 1056/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.157 Epoch 6 Batch 1057/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.244 Epoch 6 Batch 1058/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.317 Epoch 6 Batch 1059/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.237, Loss: 1.207 Epoch 6 Batch 1060/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.173 Epoch 6 Batch 1061/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.237 Epoch 6 Batch 1062/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.236, Loss: 1.216 Epoch 6 Batch 1063/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.219 Epoch 6 Batch 1064/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.193 Epoch 6 Batch 1065/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.198 Epoch 6 Batch 1066/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.200 Epoch 6 Batch 1067/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.217 Epoch 6 Batch 1068/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.182 Epoch 6 Batch 1069/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.206 Epoch 6 Batch 1070/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.214 Epoch 6 Batch 1071/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.200 Epoch 6 Batch 1072/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.188 Epoch 6 Batch 1073/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.195 Epoch 6 Batch 1074/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.229 Epoch 6 Batch 1075/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.211 Epoch 7 Batch 0/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.143 Epoch 7 Batch 1/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.208 Epoch 7 Batch 2/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.237, Loss: 1.175 Epoch 7 Batch 3/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.153 Epoch 7 Batch 4/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.144 Epoch 7 Batch 5/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.169 Epoch 7 Batch 6/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.259 Epoch 7 Batch 7/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.237, Loss: 1.178 Epoch 7 Batch 8/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.237, Loss: 1.198 Epoch 7 Batch 9/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.237, Loss: 1.169 Epoch 7 Batch 10/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.256 Epoch 7 Batch 11/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.122 Epoch 7 Batch 12/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.207 Epoch 7 Batch 13/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.237, Loss: 1.161 Epoch 7 Batch 14/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.205 Epoch 7 Batch 15/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.194 Epoch 7 Batch 16/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.216 Epoch 7 Batch 17/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.237, Loss: 1.165 Epoch 7 Batch 18/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.194 Epoch 7 Batch 19/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.222 Epoch 7 Batch 20/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.176 Epoch 7 Batch 21/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.212 Epoch 7 Batch 22/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.279 Epoch 7 Batch 23/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.188 Epoch 7 Batch 24/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.208 Epoch 7 Batch 25/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.265 Epoch 7 Batch 26/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.182 Epoch 7 Batch 27/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.194 Epoch 7 Batch 28/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.182 Epoch 7 Batch 29/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.158 Epoch 7 Batch 30/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.175 Epoch 7 Batch 31/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.161 Epoch 7 Batch 32/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 1.145 Epoch 7 Batch 33/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.204 Epoch 7 Batch 34/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.236 Epoch 7 Batch 35/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.198 Epoch 7 Batch 36/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.237, Loss: 1.254 Epoch 7 Batch 37/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.191 Epoch 7 Batch 38/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.237, Loss: 1.293 Epoch 7 Batch 39/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.211 Epoch 7 Batch 40/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.202 Epoch 7 Batch 41/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.182 Epoch 7 Batch 42/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.207 Epoch 7 Batch 43/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.237, Loss: 1.236 Epoch 7 Batch 44/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.209 Epoch 7 Batch 45/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.208 Epoch 7 Batch 46/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.237, Loss: 1.220 Epoch 7 Batch 47/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.132 Epoch 7 Batch 48/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.256 Epoch 7 Batch 49/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.238, Loss: 1.262 Epoch 7 Batch 50/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.238, Loss: 1.133 Epoch 7 Batch 51/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.195 Epoch 7 Batch 52/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.238, Loss: 1.199 Epoch 7 Batch 53/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.238, Loss: 1.216 Epoch 7 Batch 54/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.255 Epoch 7 Batch 55/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.211 Epoch 7 Batch 56/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.154 Epoch 7 Batch 57/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.237, Loss: 1.164 Epoch 7 Batch 58/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.160 Epoch 7 Batch 59/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.238, Loss: 1.135 Epoch 7 Batch 60/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.238, Loss: 1.147 Epoch 7 Batch 61/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.246 Epoch 7 Batch 62/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.237, Loss: 1.195 Epoch 7 Batch 63/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.237, Loss: 1.215 Epoch 7 Batch 64/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.187 Epoch 7 Batch 65/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.236, Loss: 1.195 Epoch 7 Batch 66/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.237, Loss: 1.150 Epoch 7 Batch 67/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.184 Epoch 7 Batch 68/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.208 Epoch 7 Batch 69/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.225 Epoch 7 Batch 70/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.213 Epoch 7 Batch 71/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.182 Epoch 7 Batch 72/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.263 Epoch 7 Batch 73/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.311 Epoch 7 Batch 74/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.236, Loss: 1.126 Epoch 7 Batch 75/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.236, Loss: 1.219 Epoch 7 Batch 76/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.236, Loss: 1.152 Epoch 7 Batch 77/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.167 Epoch 7 Batch 78/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.237, Loss: 1.204 Epoch 7 Batch 79/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.193 Epoch 7 Batch 80/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.231 Epoch 7 Batch 81/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.237, Loss: 1.218 Epoch 7 Batch 82/1077 - Train Accuracy: 0.238, Validation Accuracy: 0.237, Loss: 1.140 Epoch 7 Batch 83/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.133 Epoch 7 Batch 84/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.169 Epoch 7 Batch 85/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.237, Loss: 1.280 Epoch 7 Batch 86/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.213 Epoch 7 Batch 87/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.271 Epoch 7 Batch 88/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.173 Epoch 7 Batch 89/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.233 Epoch 7 Batch 90/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.277 Epoch 7 Batch 91/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.131 Epoch 7 Batch 92/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.237, Loss: 1.195 Epoch 7 Batch 93/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.260 Epoch 7 Batch 94/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.149 Epoch 7 Batch 95/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.285 Epoch 7 Batch 96/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.164 Epoch 7 Batch 97/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.153 Epoch 7 Batch 98/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.137 Epoch 7 Batch 99/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.214 Epoch 7 Batch 100/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.206 Epoch 7 Batch 101/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.211 Epoch 7 Batch 102/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.126 Epoch 7 Batch 103/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.236, Loss: 1.247 Epoch 7 Batch 104/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.237, Loss: 1.159 Epoch 7 Batch 105/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.233 Epoch 7 Batch 106/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.237, Loss: 1.183 Epoch 7 Batch 107/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.237, Loss: 1.177 Epoch 7 Batch 108/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.237, Loss: 1.161 Epoch 7 Batch 109/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.165 Epoch 7 Batch 110/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.236, Loss: 1.172 Epoch 7 Batch 111/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.154 Epoch 7 Batch 112/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.220 Epoch 7 Batch 113/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.177 Epoch 7 Batch 114/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.208 Epoch 7 Batch 115/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.203 Epoch 7 Batch 116/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.237, Loss: 1.180 Epoch 7 Batch 117/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.220 Epoch 7 Batch 118/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.236, Loss: 1.261 Epoch 7 Batch 119/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.207 Epoch 7 Batch 120/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.223 Epoch 7 Batch 121/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.210 Epoch 7 Batch 122/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.145 Epoch 7 Batch 123/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.210 Epoch 7 Batch 124/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.185 Epoch 7 Batch 125/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.236, Loss: 1.164 Epoch 7 Batch 126/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.236, Loss: 1.153 Epoch 7 Batch 127/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.194 Epoch 7 Batch 128/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.236, Loss: 1.149 Epoch 7 Batch 129/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.153 Epoch 7 Batch 130/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.237, Loss: 1.204 Epoch 7 Batch 131/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.182 Epoch 7 Batch 132/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.213 Epoch 7 Batch 133/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.216 Epoch 7 Batch 134/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.216 Epoch 7 Batch 135/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.237, Loss: 1.251 Epoch 7 Batch 136/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.224 Epoch 7 Batch 137/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.128 Epoch 7 Batch 138/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.188 Epoch 7 Batch 139/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.158 Epoch 7 Batch 140/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.237, Loss: 1.215 Epoch 7 Batch 141/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.222 Epoch 7 Batch 142/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.166 Epoch 7 Batch 143/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.239 Epoch 7 Batch 144/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.237, Loss: 1.132 Epoch 7 Batch 145/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.237, Loss: 1.200 Epoch 7 Batch 146/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.243 Epoch 7 Batch 147/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.280 Epoch 7 Batch 148/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.134 Epoch 7 Batch 149/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.162 Epoch 7 Batch 150/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.237, Loss: 1.117 Epoch 7 Batch 151/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.237, Loss: 1.116 Epoch 7 Batch 152/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.237, Loss: 1.220 Epoch 7 Batch 153/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.211 Epoch 7 Batch 154/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.207 Epoch 7 Batch 155/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.207 Epoch 7 Batch 156/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.261 Epoch 7 Batch 157/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.242 Epoch 7 Batch 158/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.190 Epoch 7 Batch 159/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.223 Epoch 7 Batch 160/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.190 Epoch 7 Batch 161/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.184 Epoch 7 Batch 162/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.210 Epoch 7 Batch 163/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.191 Epoch 7 Batch 164/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.237 Epoch 7 Batch 165/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.167 Epoch 7 Batch 166/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.236, Loss: 1.207 Epoch 7 Batch 167/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.221 Epoch 7 Batch 168/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.189 Epoch 7 Batch 169/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.167 Epoch 7 Batch 170/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.181 Epoch 7 Batch 171/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.237, Loss: 1.120 Epoch 7 Batch 172/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.177 Epoch 7 Batch 173/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.237, Loss: 1.196 Epoch 7 Batch 174/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.168 Epoch 7 Batch 175/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.196 Epoch 7 Batch 176/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.234 Epoch 7 Batch 177/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.236, Loss: 1.163 Epoch 7 Batch 178/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.203 Epoch 7 Batch 179/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.237, Loss: 1.164 Epoch 7 Batch 180/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.168 Epoch 7 Batch 181/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.179 Epoch 7 Batch 182/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.244 Epoch 7 Batch 183/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.245 Epoch 7 Batch 184/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.214 Epoch 7 Batch 185/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.261 Epoch 7 Batch 186/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.164 Epoch 7 Batch 187/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.159 Epoch 7 Batch 188/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.236, Loss: 1.189 Epoch 7 Batch 189/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.190 Epoch 7 Batch 190/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.171 Epoch 7 Batch 191/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.236, Loss: 1.184 Epoch 7 Batch 192/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.166 Epoch 7 Batch 193/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.236, Loss: 1.175 Epoch 7 Batch 194/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.135 Epoch 7 Batch 195/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.144 Epoch 7 Batch 196/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.230 Epoch 7 Batch 197/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.143 Epoch 7 Batch 198/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.236, Loss: 1.183 Epoch 7 Batch 199/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.202 Epoch 7 Batch 200/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.221 Epoch 7 Batch 201/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.145 Epoch 7 Batch 202/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.171 Epoch 7 Batch 203/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.147 Epoch 7 Batch 204/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.141 Epoch 7 Batch 205/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.159 Epoch 7 Batch 206/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.234 Epoch 7 Batch 207/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.190 Epoch 7 Batch 208/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.184 Epoch 7 Batch 209/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.180 Epoch 7 Batch 210/1077 - Train Accuracy: 0.207, Validation Accuracy: 0.237, Loss: 1.185 Epoch 7 Batch 211/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.194 Epoch 7 Batch 212/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 1.204 Epoch 7 Batch 213/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.241 Epoch 7 Batch 214/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.183 Epoch 7 Batch 215/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.208 Epoch 7 Batch 216/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.189 Epoch 7 Batch 217/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.178 Epoch 7 Batch 218/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.237, Loss: 1.264 Epoch 7 Batch 219/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.237, Loss: 1.245 Epoch 7 Batch 220/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.133 Epoch 7 Batch 221/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.238, Loss: 1.148 Epoch 7 Batch 222/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.186 Epoch 7 Batch 223/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.136 Epoch 7 Batch 224/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.120 Epoch 7 Batch 225/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.211 Epoch 7 Batch 226/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.173 Epoch 7 Batch 227/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.237, Loss: 1.200 Epoch 7 Batch 228/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.150 Epoch 7 Batch 229/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.162 Epoch 7 Batch 230/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.210 Epoch 7 Batch 231/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.250 Epoch 7 Batch 232/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.237, Loss: 1.212 Epoch 7 Batch 233/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.190 Epoch 7 Batch 234/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.237, Loss: 1.216 Epoch 7 Batch 235/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.142 Epoch 7 Batch 236/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.227 Epoch 7 Batch 237/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.150 Epoch 7 Batch 238/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.158 Epoch 7 Batch 239/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.237, Loss: 1.140 Epoch 7 Batch 240/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.166 Epoch 7 Batch 241/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.169 Epoch 7 Batch 242/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.203 Epoch 7 Batch 243/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.216 Epoch 7 Batch 244/1077 - Train Accuracy: 0.238, Validation Accuracy: 0.238, Loss: 1.114 Epoch 7 Batch 245/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.238, Loss: 1.135 Epoch 7 Batch 246/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.201 Epoch 7 Batch 247/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.182 Epoch 7 Batch 248/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.179 Epoch 7 Batch 249/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.237, Loss: 1.205 Epoch 7 Batch 250/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.237, Loss: 1.180 Epoch 7 Batch 251/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.173 Epoch 7 Batch 252/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.183 Epoch 7 Batch 253/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.237, Loss: 1.172 Epoch 7 Batch 254/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.126 Epoch 7 Batch 255/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.262 Epoch 7 Batch 256/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.146 Epoch 7 Batch 257/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.153 Epoch 7 Batch 258/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.236, Loss: 1.167 Epoch 7 Batch 259/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.183 Epoch 7 Batch 260/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.236, Loss: 1.149 Epoch 7 Batch 261/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.236, Loss: 1.129 Epoch 7 Batch 262/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.122 Epoch 7 Batch 263/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.209 Epoch 7 Batch 264/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.167 Epoch 7 Batch 265/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.206 Epoch 7 Batch 266/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.160 Epoch 7 Batch 267/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.237, Loss: 1.109 Epoch 7 Batch 268/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.236, Loss: 1.187 Epoch 7 Batch 269/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.236, Loss: 1.211 Epoch 7 Batch 270/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.195 Epoch 7 Batch 271/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.216 Epoch 7 Batch 272/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.216 Epoch 7 Batch 273/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.182 Epoch 7 Batch 274/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.168 Epoch 7 Batch 275/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.177 Epoch 7 Batch 276/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.191 Epoch 7 Batch 277/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.236, Loss: 1.117 Epoch 7 Batch 278/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.200 Epoch 7 Batch 279/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.248 Epoch 7 Batch 280/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.193 Epoch 7 Batch 281/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.220 Epoch 7 Batch 282/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.163 Epoch 7 Batch 283/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.236 Epoch 7 Batch 284/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.263 Epoch 7 Batch 285/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.238, Loss: 1.136 Epoch 7 Batch 286/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.154 Epoch 7 Batch 287/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.183 Epoch 7 Batch 288/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.238, Loss: 1.224 Epoch 7 Batch 289/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.137 Epoch 7 Batch 290/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.251 Epoch 7 Batch 291/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.237, Loss: 1.191 Epoch 7 Batch 292/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.178 Epoch 7 Batch 293/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.237, Loss: 1.210 Epoch 7 Batch 294/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.238, Loss: 1.140 Epoch 7 Batch 295/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.238, Loss: 1.206 Epoch 7 Batch 296/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.237, Loss: 1.177 Epoch 7 Batch 297/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.201 Epoch 7 Batch 298/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.178 Epoch 7 Batch 299/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.237, Loss: 1.223 Epoch 7 Batch 300/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.182 Epoch 7 Batch 301/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.166 Epoch 7 Batch 302/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.194 Epoch 7 Batch 303/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.237, Loss: 1.206 Epoch 7 Batch 304/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.238, Loss: 1.163 Epoch 7 Batch 305/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.201 Epoch 7 Batch 306/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.238, Loss: 1.215 Epoch 7 Batch 307/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.130 Epoch 7 Batch 308/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.238, Loss: 1.181 Epoch 7 Batch 309/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.238, Loss: 1.134 Epoch 7 Batch 310/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.272 Epoch 7 Batch 311/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.238, Loss: 1.182 Epoch 7 Batch 312/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.192 Epoch 7 Batch 313/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.114 Epoch 7 Batch 314/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.233 Epoch 7 Batch 315/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.127 Epoch 7 Batch 316/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.219 Epoch 7 Batch 317/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.238, Loss: 1.215 Epoch 7 Batch 318/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.153 Epoch 7 Batch 319/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.242 Epoch 7 Batch 320/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.215 Epoch 7 Batch 321/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.149 Epoch 7 Batch 322/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.237, Loss: 1.181 Epoch 7 Batch 323/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.165 Epoch 7 Batch 324/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.219 Epoch 7 Batch 325/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.216 Epoch 7 Batch 326/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.159 Epoch 7 Batch 327/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.272 Epoch 7 Batch 328/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.199 Epoch 7 Batch 329/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.189 Epoch 7 Batch 330/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.216 Epoch 7 Batch 331/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.237, Loss: 1.099 Epoch 7 Batch 332/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.153 Epoch 7 Batch 333/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.237, Loss: 1.164 Epoch 7 Batch 334/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.152 Epoch 7 Batch 335/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.145 Epoch 7 Batch 336/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.199 Epoch 7 Batch 337/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.221 Epoch 7 Batch 338/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.273 Epoch 7 Batch 339/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.154 Epoch 7 Batch 340/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.237, Loss: 1.185 Epoch 7 Batch 341/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.197 Epoch 7 Batch 342/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.236, Loss: 1.169 Epoch 7 Batch 343/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.228 Epoch 7 Batch 344/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.170 Epoch 7 Batch 345/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.236, Loss: 1.134 Epoch 7 Batch 346/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.236, Loss: 1.158 Epoch 7 Batch 347/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.236, Loss: 1.216 Epoch 7 Batch 348/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.236, Loss: 1.165 Epoch 7 Batch 349/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.168 Epoch 7 Batch 350/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.190 Epoch 7 Batch 351/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.185 Epoch 7 Batch 352/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.165 Epoch 7 Batch 353/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.177 Epoch 7 Batch 354/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.185 Epoch 7 Batch 355/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.208 Epoch 7 Batch 356/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.165 Epoch 7 Batch 357/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.236, Loss: 1.189 Epoch 7 Batch 358/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.237, Loss: 1.142 Epoch 7 Batch 359/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.096 Epoch 7 Batch 360/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.187 Epoch 7 Batch 361/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.237, Loss: 1.186 Epoch 7 Batch 362/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.203 Epoch 7 Batch 363/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.228 Epoch 7 Batch 364/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.206 Epoch 7 Batch 365/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.218 Epoch 7 Batch 366/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.176 Epoch 7 Batch 367/1077 - Train Accuracy: 0.207, Validation Accuracy: 0.237, Loss: 1.151 Epoch 7 Batch 368/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.175 Epoch 7 Batch 369/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.165 Epoch 7 Batch 370/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.180 Epoch 7 Batch 371/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.173 Epoch 7 Batch 372/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.188 Epoch 7 Batch 373/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.192 Epoch 7 Batch 374/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.237, Loss: 1.178 Epoch 7 Batch 375/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.237, Loss: 1.195 Epoch 7 Batch 376/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.236, Loss: 1.148 Epoch 7 Batch 377/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.221 Epoch 7 Batch 378/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.146 Epoch 7 Batch 379/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.181 Epoch 7 Batch 380/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.203 Epoch 7 Batch 381/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.203 Epoch 7 Batch 382/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.229 Epoch 7 Batch 383/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.237, Loss: 1.160 Epoch 7 Batch 384/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.116 Epoch 7 Batch 385/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.163 Epoch 7 Batch 386/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.176 Epoch 7 Batch 387/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.136 Epoch 7 Batch 388/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.237, Loss: 1.159 Epoch 7 Batch 389/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.139 Epoch 7 Batch 390/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.189 Epoch 7 Batch 391/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.237, Loss: 1.137 Epoch 7 Batch 392/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.124 Epoch 7 Batch 393/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.226 Epoch 7 Batch 394/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.170 Epoch 7 Batch 395/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.204 Epoch 7 Batch 396/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.208 Epoch 7 Batch 397/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.221 Epoch 7 Batch 398/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.237, Loss: 1.120 Epoch 7 Batch 399/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.235 Epoch 7 Batch 400/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.223 Epoch 7 Batch 401/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.181 Epoch 7 Batch 402/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.179 Epoch 7 Batch 403/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.208 Epoch 7 Batch 404/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.247 Epoch 7 Batch 405/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.237, Loss: 1.164 Epoch 7 Batch 406/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.237, Loss: 1.148 Epoch 7 Batch 407/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.166 Epoch 7 Batch 408/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.201 Epoch 7 Batch 409/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.203 Epoch 7 Batch 410/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.237, Loss: 1.156 Epoch 7 Batch 411/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.134 Epoch 7 Batch 412/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.134 Epoch 7 Batch 413/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.201 Epoch 7 Batch 414/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.237, Loss: 1.161 Epoch 7 Batch 415/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.161 Epoch 7 Batch 416/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.156 Epoch 7 Batch 417/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.216 Epoch 7 Batch 418/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.153 Epoch 7 Batch 419/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.189 Epoch 7 Batch 420/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.214 Epoch 7 Batch 421/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.241 Epoch 7 Batch 422/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.197 Epoch 7 Batch 423/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.148 Epoch 7 Batch 424/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.169 Epoch 7 Batch 425/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.178 Epoch 7 Batch 426/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.211 Epoch 7 Batch 427/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.161 Epoch 7 Batch 428/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.237, Loss: 1.190 Epoch 7 Batch 429/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.180 Epoch 7 Batch 430/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.153 Epoch 7 Batch 431/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.236, Loss: 1.167 Epoch 7 Batch 432/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.180 Epoch 7 Batch 433/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.180 Epoch 7 Batch 434/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.237, Loss: 1.227 Epoch 7 Batch 435/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.113 Epoch 7 Batch 436/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.153 Epoch 7 Batch 437/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.194 Epoch 7 Batch 438/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.198 Epoch 7 Batch 439/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.184 Epoch 7 Batch 440/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.176 Epoch 7 Batch 441/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.162 Epoch 7 Batch 442/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.145 Epoch 7 Batch 443/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.160 Epoch 7 Batch 444/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.203 Epoch 7 Batch 445/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.208 Epoch 7 Batch 446/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.187 Epoch 7 Batch 447/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.149 Epoch 7 Batch 448/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.203 Epoch 7 Batch 449/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.148 Epoch 7 Batch 450/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.231 Epoch 7 Batch 451/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.136 Epoch 7 Batch 452/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.229 Epoch 7 Batch 453/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.238, Loss: 1.197 Epoch 7 Batch 454/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.167 Epoch 7 Batch 455/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.237, Loss: 1.146 Epoch 7 Batch 456/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.109 Epoch 7 Batch 457/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.105 Epoch 7 Batch 458/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.150 Epoch 7 Batch 459/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.151 Epoch 7 Batch 460/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.148 Epoch 7 Batch 461/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.130 Epoch 7 Batch 462/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.174 Epoch 7 Batch 463/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.237, Loss: 1.218 Epoch 7 Batch 464/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.237, Loss: 1.124 Epoch 7 Batch 465/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.188 Epoch 7 Batch 466/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.103 Epoch 7 Batch 467/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.200 Epoch 7 Batch 468/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.140 Epoch 7 Batch 469/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.164 Epoch 7 Batch 470/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.205 Epoch 7 Batch 471/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.237, Loss: 1.229 Epoch 7 Batch 472/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.237, Loss: 1.130 Epoch 7 Batch 473/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.184 Epoch 7 Batch 474/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.180 Epoch 7 Batch 475/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.237, Loss: 1.170 Epoch 7 Batch 476/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.237, Loss: 1.174 Epoch 7 Batch 477/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.237, Loss: 1.103 Epoch 7 Batch 478/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.237, Loss: 1.141 Epoch 7 Batch 479/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.243 Epoch 7 Batch 480/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.152 Epoch 7 Batch 481/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.204 Epoch 7 Batch 482/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.236, Loss: 1.181 Epoch 7 Batch 483/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.214 Epoch 7 Batch 484/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.155 Epoch 7 Batch 485/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.180 Epoch 7 Batch 486/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.184 Epoch 7 Batch 487/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.181 Epoch 7 Batch 488/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.237, Loss: 1.152 Epoch 7 Batch 489/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.137 Epoch 7 Batch 490/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.215 Epoch 7 Batch 491/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.122 Epoch 7 Batch 492/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.179 Epoch 7 Batch 493/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.236, Loss: 1.121 Epoch 7 Batch 494/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.162 Epoch 7 Batch 495/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.237, Loss: 1.157 Epoch 7 Batch 496/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.243 Epoch 7 Batch 497/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.236, Loss: 1.158 Epoch 7 Batch 498/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.118 Epoch 7 Batch 499/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.236, Loss: 1.142 Epoch 7 Batch 500/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.128 Epoch 7 Batch 501/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.236, Loss: 1.149 Epoch 7 Batch 502/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.194 Epoch 7 Batch 503/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.205 Epoch 7 Batch 504/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.216 Epoch 7 Batch 505/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.236, Loss: 1.125 Epoch 7 Batch 506/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.178 Epoch 7 Batch 507/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.236, Loss: 1.156 Epoch 7 Batch 508/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.089 Epoch 7 Batch 509/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.222 Epoch 7 Batch 510/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.171 Epoch 7 Batch 511/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.189 Epoch 7 Batch 512/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.142 Epoch 7 Batch 513/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.254 Epoch 7 Batch 514/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.105 Epoch 7 Batch 515/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.150 Epoch 7 Batch 516/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.236, Loss: 1.130 Epoch 7 Batch 517/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.236, Loss: 1.159 Epoch 7 Batch 518/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.199 Epoch 7 Batch 519/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.149 Epoch 7 Batch 520/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.125 Epoch 7 Batch 521/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.186 Epoch 7 Batch 522/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.096 Epoch 7 Batch 523/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.135 Epoch 7 Batch 524/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.177 Epoch 7 Batch 525/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.169 Epoch 7 Batch 526/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.205 Epoch 7 Batch 527/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.208 Epoch 7 Batch 528/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.148 Epoch 7 Batch 529/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.178 Epoch 7 Batch 530/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.222 Epoch 7 Batch 531/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.140 Epoch 7 Batch 532/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.237, Loss: 1.246 Epoch 7 Batch 533/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.231 Epoch 7 Batch 534/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.160 Epoch 7 Batch 535/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.190 Epoch 7 Batch 536/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.158 Epoch 7 Batch 537/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.211 Epoch 7 Batch 538/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.148 Epoch 7 Batch 539/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.117 Epoch 7 Batch 540/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.129 Epoch 7 Batch 541/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.157 Epoch 7 Batch 542/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.236, Loss: 1.226 Epoch 7 Batch 543/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.204 Epoch 7 Batch 544/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.191 Epoch 7 Batch 545/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.145 Epoch 7 Batch 546/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.234 Epoch 7 Batch 547/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.154 Epoch 7 Batch 548/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.166 Epoch 7 Batch 549/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.168 Epoch 7 Batch 550/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.242 Epoch 7 Batch 551/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.147 Epoch 7 Batch 552/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.159 Epoch 7 Batch 553/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.137 Epoch 7 Batch 554/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.237, Loss: 1.191 Epoch 7 Batch 555/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.237, Loss: 1.161 Epoch 7 Batch 556/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.149 Epoch 7 Batch 557/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.160 Epoch 7 Batch 558/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.166 Epoch 7 Batch 559/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.149 Epoch 7 Batch 560/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.156 Epoch 7 Batch 561/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.139 Epoch 7 Batch 562/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.061 Epoch 7 Batch 563/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.220 Epoch 7 Batch 564/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.237, Loss: 1.217 Epoch 7 Batch 565/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.192 Epoch 7 Batch 566/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.173 Epoch 7 Batch 567/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.132 Epoch 7 Batch 568/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.198 Epoch 7 Batch 569/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.127 Epoch 7 Batch 570/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.237, Loss: 1.162 Epoch 7 Batch 571/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.237, Loss: 1.171 Epoch 7 Batch 572/1077 - Train Accuracy: 0.207, Validation Accuracy: 0.237, Loss: 1.156 Epoch 7 Batch 573/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.176 Epoch 7 Batch 574/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.237, Loss: 1.242 Epoch 7 Batch 575/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.143 Epoch 7 Batch 576/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.237, Loss: 1.119 Epoch 7 Batch 577/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.160 Epoch 7 Batch 578/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.106 Epoch 7 Batch 579/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.145 Epoch 7 Batch 580/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 1.146 Epoch 7 Batch 581/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.182 Epoch 7 Batch 582/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.137 Epoch 7 Batch 583/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.221 Epoch 7 Batch 584/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.158 Epoch 7 Batch 585/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.181 Epoch 7 Batch 586/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.237, Loss: 1.158 Epoch 7 Batch 587/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.163 Epoch 7 Batch 588/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.187 Epoch 7 Batch 589/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.236, Loss: 1.215 Epoch 7 Batch 590/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.236, Loss: 1.179 Epoch 7 Batch 591/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.236, Loss: 1.083 Epoch 7 Batch 592/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.192 Epoch 7 Batch 593/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.174 Epoch 7 Batch 594/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.160 Epoch 7 Batch 595/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.149 Epoch 7 Batch 596/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.152 Epoch 7 Batch 597/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.237, Loss: 1.178 Epoch 7 Batch 598/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.194 Epoch 7 Batch 599/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.189 Epoch 7 Batch 600/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.128 Epoch 7 Batch 601/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.164 Epoch 7 Batch 602/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.192 Epoch 7 Batch 603/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.165 Epoch 7 Batch 604/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.210 Epoch 7 Batch 605/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.293 Epoch 7 Batch 606/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.119 Epoch 7 Batch 607/1077 - Train Accuracy: 0.241, Validation Accuracy: 0.237, Loss: 1.131 Epoch 7 Batch 608/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.235 Epoch 7 Batch 609/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.158 Epoch 7 Batch 610/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.237, Loss: 1.180 Epoch 7 Batch 611/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.237, Loss: 1.172 Epoch 7 Batch 612/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.237, Loss: 1.151 Epoch 7 Batch 613/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.118 Epoch 7 Batch 614/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.116 Epoch 7 Batch 615/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.126 Epoch 7 Batch 616/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.237, Loss: 1.183 Epoch 7 Batch 617/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.237, Loss: 1.146 Epoch 7 Batch 618/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.193 Epoch 7 Batch 619/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.236, Loss: 1.187 Epoch 7 Batch 620/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.166 Epoch 7 Batch 621/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.136 Epoch 7 Batch 622/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.237, Loss: 1.182 Epoch 7 Batch 623/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.237, Loss: 1.181 Epoch 7 Batch 624/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.237, Loss: 1.139 Epoch 7 Batch 625/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.224 Epoch 7 Batch 626/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.237, Loss: 1.159 Epoch 7 Batch 627/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.191 Epoch 7 Batch 628/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.154 Epoch 7 Batch 629/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.237, Loss: 1.226 Epoch 7 Batch 630/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.154 Epoch 7 Batch 631/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.237, Loss: 1.233 Epoch 7 Batch 632/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.181 Epoch 7 Batch 633/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.082 Epoch 7 Batch 634/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 1.131 Epoch 7 Batch 635/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.176 Epoch 7 Batch 636/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.088 Epoch 7 Batch 637/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.146 Epoch 7 Batch 638/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.127 Epoch 7 Batch 639/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.157 Epoch 7 Batch 640/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.192 Epoch 7 Batch 641/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.159 Epoch 7 Batch 642/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.149 Epoch 7 Batch 643/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.113 Epoch 7 Batch 644/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.178 Epoch 7 Batch 645/1077 - Train Accuracy: 0.207, Validation Accuracy: 0.237, Loss: 1.133 Epoch 7 Batch 646/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.237, Loss: 1.170 Epoch 7 Batch 647/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.201 Epoch 7 Batch 648/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.185 Epoch 7 Batch 649/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.211 Epoch 7 Batch 650/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.124 Epoch 7 Batch 651/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.094 Epoch 7 Batch 652/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.237, Loss: 1.181 Epoch 7 Batch 653/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.226 Epoch 7 Batch 654/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.180 Epoch 7 Batch 655/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.144 Epoch 7 Batch 656/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.110 Epoch 7 Batch 657/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.157 Epoch 7 Batch 658/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.198 Epoch 7 Batch 659/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.232 Epoch 7 Batch 660/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.203 Epoch 7 Batch 661/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.109 Epoch 7 Batch 662/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.134 Epoch 7 Batch 663/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.119 Epoch 7 Batch 664/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.151 Epoch 7 Batch 665/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.139 Epoch 7 Batch 666/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.236, Loss: 1.208 Epoch 7 Batch 667/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.237, Loss: 1.201 Epoch 7 Batch 668/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.236, Loss: 1.192 Epoch 7 Batch 669/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.163 Epoch 7 Batch 670/1077 - Train Accuracy: 0.241, Validation Accuracy: 0.236, Loss: 1.177 Epoch 7 Batch 671/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.236, Loss: 1.221 Epoch 7 Batch 672/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.236, Loss: 1.125 Epoch 7 Batch 673/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.236, Loss: 1.096 Epoch 7 Batch 674/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.189 Epoch 7 Batch 675/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.236, Loss: 1.136 Epoch 7 Batch 676/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.237, Loss: 1.203 Epoch 7 Batch 677/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.184 Epoch 7 Batch 678/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.155 Epoch 7 Batch 679/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.146 Epoch 7 Batch 680/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.141 Epoch 7 Batch 681/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.152 Epoch 7 Batch 682/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.237, Loss: 1.196 Epoch 7 Batch 683/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.237, Loss: 1.133 Epoch 7 Batch 684/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.120 Epoch 7 Batch 685/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.157 Epoch 7 Batch 686/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.237, Loss: 1.194 Epoch 7 Batch 687/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.179 Epoch 7 Batch 688/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.122 Epoch 7 Batch 689/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.179 Epoch 7 Batch 690/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.143 Epoch 7 Batch 691/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.237, Loss: 1.130 Epoch 7 Batch 692/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.170 Epoch 7 Batch 693/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.237 Epoch 7 Batch 694/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.092 Epoch 7 Batch 695/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.237, Loss: 1.112 Epoch 7 Batch 696/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.174 Epoch 7 Batch 697/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.235 Epoch 7 Batch 698/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.148 Epoch 7 Batch 699/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.237, Loss: 1.188 Epoch 7 Batch 700/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.181 Epoch 7 Batch 701/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.111 Epoch 7 Batch 702/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.100 Epoch 7 Batch 703/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.195 Epoch 7 Batch 704/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.172 Epoch 7 Batch 705/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.237, Loss: 1.191 Epoch 7 Batch 706/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.147 Epoch 7 Batch 707/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.203 Epoch 7 Batch 708/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.237, Loss: 1.185 Epoch 7 Batch 709/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.152 Epoch 7 Batch 710/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.206 Epoch 7 Batch 711/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.156 Epoch 7 Batch 712/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.203 Epoch 7 Batch 713/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.237, Loss: 1.135 Epoch 7 Batch 714/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.237, Loss: 1.144 Epoch 7 Batch 715/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.126 Epoch 7 Batch 716/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.108 Epoch 7 Batch 717/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.236, Loss: 1.242 Epoch 7 Batch 718/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.193 Epoch 7 Batch 719/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.236, Loss: 1.124 Epoch 7 Batch 720/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.236, Loss: 1.151 Epoch 7 Batch 721/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.202 Epoch 7 Batch 722/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.126 Epoch 7 Batch 723/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.163 Epoch 7 Batch 724/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.238, Loss: 1.190 Epoch 7 Batch 725/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.237, Loss: 1.142 Epoch 7 Batch 726/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.185 Epoch 7 Batch 727/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.162 Epoch 7 Batch 728/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.238, Loss: 1.168 Epoch 7 Batch 729/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.166 Epoch 7 Batch 730/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.238, Loss: 1.145 Epoch 7 Batch 731/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.238, Loss: 1.141 Epoch 7 Batch 732/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.167 Epoch 7 Batch 733/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.158 Epoch 7 Batch 734/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.237, Loss: 1.235 Epoch 7 Batch 735/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.114 Epoch 7 Batch 736/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.237, Loss: 1.148 Epoch 7 Batch 737/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.201 Epoch 7 Batch 738/1077 - Train Accuracy: 0.294, Validation Accuracy: 0.237, Loss: 1.140 Epoch 7 Batch 739/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.155 Epoch 7 Batch 740/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.125 Epoch 7 Batch 741/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.124 Epoch 7 Batch 742/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.133 Epoch 7 Batch 743/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.204 Epoch 7 Batch 744/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.127 Epoch 7 Batch 745/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.132 Epoch 7 Batch 746/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.080 Epoch 7 Batch 747/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.167 Epoch 7 Batch 748/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.219 Epoch 7 Batch 749/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.191 Epoch 7 Batch 750/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.185 Epoch 7 Batch 751/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.053 Epoch 7 Batch 752/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.095 Epoch 7 Batch 753/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.126 Epoch 7 Batch 754/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.102 Epoch 7 Batch 755/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.203 Epoch 7 Batch 756/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.149 Epoch 7 Batch 757/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.237, Loss: 1.155 Epoch 7 Batch 758/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.152 Epoch 7 Batch 759/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.144 Epoch 7 Batch 760/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.092 Epoch 7 Batch 761/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.237, Loss: 1.205 Epoch 7 Batch 762/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.199 Epoch 7 Batch 763/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.178 Epoch 7 Batch 764/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.180 Epoch 7 Batch 765/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.210 Epoch 7 Batch 766/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.164 Epoch 7 Batch 767/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.196 Epoch 7 Batch 768/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.178 Epoch 7 Batch 769/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.142 Epoch 7 Batch 770/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.170 Epoch 7 Batch 771/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.132 Epoch 7 Batch 772/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.175 Epoch 7 Batch 773/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.071 Epoch 7 Batch 774/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.238, Loss: 1.227 Epoch 7 Batch 775/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.204 Epoch 7 Batch 776/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.124 Epoch 7 Batch 777/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.201 Epoch 7 Batch 778/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.238, Loss: 1.158 Epoch 7 Batch 779/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.148 Epoch 7 Batch 780/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.238, Loss: 1.197 Epoch 7 Batch 781/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.238, Loss: 1.108 Epoch 7 Batch 782/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.122 Epoch 7 Batch 783/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.161 Epoch 7 Batch 784/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.138 Epoch 7 Batch 785/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.161 Epoch 7 Batch 786/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.135 Epoch 7 Batch 787/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.182 Epoch 7 Batch 788/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.194 Epoch 7 Batch 789/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.156 Epoch 7 Batch 790/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.196 Epoch 7 Batch 791/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.237 Epoch 7 Batch 792/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.144 Epoch 7 Batch 793/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.196 Epoch 7 Batch 794/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.237, Loss: 1.164 Epoch 7 Batch 795/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.084 Epoch 7 Batch 796/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.136 Epoch 7 Batch 797/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.165 Epoch 7 Batch 798/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.240 Epoch 7 Batch 799/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.237, Loss: 1.183 Epoch 7 Batch 800/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.211 Epoch 7 Batch 801/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.230 Epoch 7 Batch 802/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.119 Epoch 7 Batch 803/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.165 Epoch 7 Batch 804/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.165 Epoch 7 Batch 805/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.237, Loss: 1.139 Epoch 7 Batch 806/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.237, Loss: 1.130 Epoch 7 Batch 807/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.158 Epoch 7 Batch 808/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.217 Epoch 7 Batch 809/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.195 Epoch 7 Batch 810/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.152 Epoch 7 Batch 811/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.189 Epoch 7 Batch 812/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.248 Epoch 7 Batch 813/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 1.132 Epoch 7 Batch 814/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.198 Epoch 7 Batch 815/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.172 Epoch 7 Batch 816/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.237, Loss: 1.154 Epoch 7 Batch 817/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.237, Loss: 1.183 Epoch 7 Batch 818/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.164 Epoch 7 Batch 819/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.116 Epoch 7 Batch 820/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.246 Epoch 7 Batch 821/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.168 Epoch 7 Batch 822/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.238, Loss: 1.138 Epoch 7 Batch 823/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.131 Epoch 7 Batch 824/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.135 Epoch 7 Batch 825/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.149 Epoch 7 Batch 826/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.236, Loss: 1.147 Epoch 7 Batch 827/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.237, Loss: 1.146 Epoch 7 Batch 828/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.100 Epoch 7 Batch 829/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.236, Loss: 1.195 Epoch 7 Batch 830/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.162 Epoch 7 Batch 831/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.237, Loss: 1.155 Epoch 7 Batch 832/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.252 Epoch 7 Batch 833/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.207 Epoch 7 Batch 834/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.237, Loss: 1.137 Epoch 7 Batch 835/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.149 Epoch 7 Batch 836/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.237, Loss: 1.142 Epoch 7 Batch 837/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.183 Epoch 7 Batch 838/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.091 Epoch 7 Batch 839/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.140 Epoch 7 Batch 840/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.197 Epoch 7 Batch 841/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.238, Loss: 1.174 Epoch 7 Batch 842/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.239, Loss: 1.210 Epoch 7 Batch 843/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.239, Loss: 1.090 Epoch 7 Batch 844/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.238, Loss: 1.120 Epoch 7 Batch 845/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.190 Epoch 7 Batch 846/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.150 Epoch 7 Batch 847/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.148 Epoch 7 Batch 848/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.238, Loss: 1.133 Epoch 7 Batch 849/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.238, Loss: 1.117 Epoch 7 Batch 850/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.238, Loss: 1.134 Epoch 7 Batch 851/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.238, Loss: 1.098 Epoch 7 Batch 852/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.095 Epoch 7 Batch 853/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.122 Epoch 7 Batch 854/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.173 Epoch 7 Batch 855/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.238, Loss: 1.145 Epoch 7 Batch 856/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.121 Epoch 7 Batch 857/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.167 Epoch 7 Batch 858/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.238, Loss: 1.137 Epoch 7 Batch 859/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.237, Loss: 1.198 Epoch 7 Batch 860/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.173 Epoch 7 Batch 861/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.098 Epoch 7 Batch 862/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.124 Epoch 7 Batch 863/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.120 Epoch 7 Batch 864/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.142 Epoch 7 Batch 865/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.237, Loss: 1.119 Epoch 7 Batch 866/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.171 Epoch 7 Batch 867/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.192 Epoch 7 Batch 868/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.151 Epoch 7 Batch 869/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.226 Epoch 7 Batch 870/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.206 Epoch 7 Batch 871/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.137 Epoch 7 Batch 872/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.134 Epoch 7 Batch 873/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.151 Epoch 7 Batch 874/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.156 Epoch 7 Batch 875/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.143 Epoch 7 Batch 876/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.155 Epoch 7 Batch 877/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.214 Epoch 7 Batch 878/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.237, Loss: 1.156 Epoch 7 Batch 879/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.184 Epoch 7 Batch 880/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.118 Epoch 7 Batch 881/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.141 Epoch 7 Batch 882/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.158 Epoch 7 Batch 883/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.238, Loss: 1.180 Epoch 7 Batch 884/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.238, Loss: 1.155 Epoch 7 Batch 885/1077 - Train Accuracy: 0.240, Validation Accuracy: 0.238, Loss: 1.079 Epoch 7 Batch 886/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.238, Loss: 1.182 Epoch 7 Batch 887/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.161 Epoch 7 Batch 888/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.168 Epoch 7 Batch 889/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.237, Loss: 1.118 Epoch 7 Batch 890/1077 - Train Accuracy: 0.210, Validation Accuracy: 0.237, Loss: 1.135 Epoch 7 Batch 891/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.137 Epoch 7 Batch 892/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.153 Epoch 7 Batch 893/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.134 Epoch 7 Batch 894/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 1.188 Epoch 7 Batch 895/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.062 Epoch 7 Batch 896/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.236, Loss: 1.211 Epoch 7 Batch 897/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.181 Epoch 7 Batch 898/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.121 Epoch 7 Batch 899/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.144 Epoch 7 Batch 900/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.163 Epoch 7 Batch 901/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.139 Epoch 7 Batch 902/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.237, Loss: 1.141 Epoch 7 Batch 903/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.158 Epoch 7 Batch 904/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.153 Epoch 7 Batch 905/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.115 Epoch 7 Batch 906/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.149 Epoch 7 Batch 907/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.141 Epoch 7 Batch 908/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.179 Epoch 7 Batch 909/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.090 Epoch 7 Batch 910/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.237, Loss: 1.111 Epoch 7 Batch 911/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.237, Loss: 1.163 Epoch 7 Batch 912/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.128 Epoch 7 Batch 913/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.175 Epoch 7 Batch 914/1077 - Train Accuracy: 0.302, Validation Accuracy: 0.237, Loss: 1.098 Epoch 7 Batch 915/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.237, Loss: 1.184 Epoch 7 Batch 916/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.178 Epoch 7 Batch 917/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.159 Epoch 7 Batch 918/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.238, Loss: 1.112 Epoch 7 Batch 919/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.238, Loss: 1.125 Epoch 7 Batch 920/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.177 Epoch 7 Batch 921/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.172 Epoch 7 Batch 922/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.238, Loss: 1.139 Epoch 7 Batch 923/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.238, Loss: 1.173 Epoch 7 Batch 924/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.238, Loss: 1.080 Epoch 7 Batch 925/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.238, Loss: 1.151 Epoch 7 Batch 926/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.152 Epoch 7 Batch 927/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.238, Loss: 1.140 Epoch 7 Batch 928/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.188 Epoch 7 Batch 929/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.238, Loss: 1.111 Epoch 7 Batch 930/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.146 Epoch 7 Batch 931/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.193 Epoch 7 Batch 932/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.238, Loss: 1.121 Epoch 7 Batch 933/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.163 Epoch 7 Batch 934/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.110 Epoch 7 Batch 935/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.155 Epoch 7 Batch 936/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.140 Epoch 7 Batch 937/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.237, Loss: 1.149 Epoch 7 Batch 938/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.136 Epoch 7 Batch 939/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.093 Epoch 7 Batch 940/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.139 Epoch 7 Batch 941/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.238, Loss: 1.147 Epoch 7 Batch 942/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.238, Loss: 1.194 Epoch 7 Batch 943/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.173 Epoch 7 Batch 944/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.094 Epoch 7 Batch 945/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.135 Epoch 7 Batch 946/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.238, Loss: 1.128 Epoch 7 Batch 947/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.238, Loss: 1.193 Epoch 7 Batch 948/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.238, Loss: 1.151 Epoch 7 Batch 949/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.238, Loss: 1.074 Epoch 7 Batch 950/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.070 Epoch 7 Batch 951/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.238, Loss: 1.127 Epoch 7 Batch 952/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.134 Epoch 7 Batch 953/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.237, Loss: 1.141 Epoch 7 Batch 954/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.138 Epoch 7 Batch 955/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.238, Loss: 1.139 Epoch 7 Batch 956/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.210 Epoch 7 Batch 957/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.096 Epoch 7 Batch 958/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.157 Epoch 7 Batch 959/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.150 Epoch 7 Batch 960/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.237, Loss: 1.147 Epoch 7 Batch 961/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.147 Epoch 7 Batch 962/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.237, Loss: 1.139 Epoch 7 Batch 963/1077 - Train Accuracy: 0.071, Validation Accuracy: 0.237, Loss: 1.202 Epoch 7 Batch 964/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.237, Loss: 1.144 Epoch 7 Batch 965/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.237, Loss: 1.208 Epoch 7 Batch 966/1077 - Train Accuracy: 0.268, Validation Accuracy: 0.237, Loss: 1.150 Epoch 7 Batch 967/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.137 Epoch 7 Batch 968/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.123 Epoch 7 Batch 969/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.140 Epoch 7 Batch 970/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.122 Epoch 7 Batch 971/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.127 Epoch 7 Batch 972/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.126 Epoch 7 Batch 973/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.117 Epoch 7 Batch 974/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.237, Loss: 1.119 Epoch 7 Batch 975/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.238, Loss: 1.111 Epoch 7 Batch 976/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.238, Loss: 1.116 Epoch 7 Batch 977/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.083 Epoch 7 Batch 978/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.157 Epoch 7 Batch 979/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.224 Epoch 7 Batch 980/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.237, Loss: 1.133 Epoch 7 Batch 981/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.106 Epoch 7 Batch 982/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.204 Epoch 7 Batch 983/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.237, Loss: 1.202 Epoch 7 Batch 984/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.167 Epoch 7 Batch 985/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.132 Epoch 7 Batch 986/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.211 Epoch 7 Batch 987/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.190 Epoch 7 Batch 988/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.237, Loss: 1.127 Epoch 7 Batch 989/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.159 Epoch 7 Batch 990/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.171 Epoch 7 Batch 991/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.236, Loss: 1.119 Epoch 7 Batch 992/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.118 Epoch 7 Batch 993/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.236, Loss: 1.127 Epoch 7 Batch 994/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.160 Epoch 7 Batch 995/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.211 Epoch 7 Batch 996/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.111 Epoch 7 Batch 997/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.236, Loss: 1.202 Epoch 7 Batch 998/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.129 Epoch 7 Batch 999/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.182 Epoch 7 Batch 1000/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.114 Epoch 7 Batch 1001/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.237, Loss: 1.123 Epoch 7 Batch 1002/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.236, Loss: 1.155 Epoch 7 Batch 1003/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.236, Loss: 1.177 Epoch 7 Batch 1004/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.145 Epoch 7 Batch 1005/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.147 Epoch 7 Batch 1006/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.150 Epoch 7 Batch 1007/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.094 Epoch 7 Batch 1008/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.141 Epoch 7 Batch 1009/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.236, Loss: 1.151 Epoch 7 Batch 1010/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.173 Epoch 7 Batch 1011/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.146 Epoch 7 Batch 1012/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.236, Loss: 1.089 Epoch 7 Batch 1013/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.236, Loss: 1.133 Epoch 7 Batch 1014/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.146 Epoch 7 Batch 1015/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.236, Loss: 1.099 Epoch 7 Batch 1016/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.236, Loss: 1.226 Epoch 7 Batch 1017/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.236, Loss: 1.174 Epoch 7 Batch 1018/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.236, Loss: 1.140 Epoch 7 Batch 1019/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.236, Loss: 1.205 Epoch 7 Batch 1020/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.099 Epoch 7 Batch 1021/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.137 Epoch 7 Batch 1022/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.108 Epoch 7 Batch 1023/1077 - Train Accuracy: 0.241, Validation Accuracy: 0.237, Loss: 1.115 Epoch 7 Batch 1024/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.123 Epoch 7 Batch 1025/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.095 Epoch 7 Batch 1026/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.151 Epoch 7 Batch 1027/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.161 Epoch 7 Batch 1028/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.130 Epoch 7 Batch 1029/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.226 Epoch 7 Batch 1030/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.128 Epoch 7 Batch 1031/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.236, Loss: 1.244 Epoch 7 Batch 1032/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.236, Loss: 1.162 Epoch 7 Batch 1033/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 1.158 Epoch 7 Batch 1034/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.175 Epoch 7 Batch 1035/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.093 Epoch 7 Batch 1036/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.236, Loss: 1.183 Epoch 7 Batch 1037/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.166 Epoch 7 Batch 1038/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.186 Epoch 7 Batch 1039/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.084 Epoch 7 Batch 1040/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.237, Loss: 1.091 Epoch 7 Batch 1041/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.222 Epoch 7 Batch 1042/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.237, Loss: 1.146 Epoch 7 Batch 1043/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.221 Epoch 7 Batch 1044/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.184 Epoch 7 Batch 1045/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.236, Loss: 1.172 Epoch 7 Batch 1046/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.236, Loss: 1.123 Epoch 7 Batch 1047/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.091 Epoch 7 Batch 1048/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.100 Epoch 7 Batch 1049/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.135 Epoch 7 Batch 1050/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.104 Epoch 7 Batch 1051/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.120 Epoch 7 Batch 1052/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.236, Loss: 1.155 Epoch 7 Batch 1053/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.085 Epoch 7 Batch 1054/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.120 Epoch 7 Batch 1055/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.147 Epoch 7 Batch 1056/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.096 Epoch 7 Batch 1057/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.236, Loss: 1.168 Epoch 7 Batch 1058/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.236, Loss: 1.203 Epoch 7 Batch 1059/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.237, Loss: 1.188 Epoch 7 Batch 1060/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.165 Epoch 7 Batch 1061/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.134 Epoch 7 Batch 1062/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.238, Loss: 1.189 Epoch 7 Batch 1063/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.132 Epoch 7 Batch 1064/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.122 Epoch 7 Batch 1065/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.116 Epoch 7 Batch 1066/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.130 Epoch 7 Batch 1067/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.181 Epoch 7 Batch 1068/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.102 Epoch 7 Batch 1069/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.039 Epoch 7 Batch 1070/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.136 Epoch 7 Batch 1071/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.125 Epoch 7 Batch 1072/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.129 Epoch 7 Batch 1073/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.152 Epoch 7 Batch 1074/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.196 Epoch 7 Batch 1075/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.237, Loss: 1.121 Epoch 8 Batch 0/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.047 Epoch 8 Batch 1/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.132 Epoch 8 Batch 2/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.237, Loss: 1.147 Epoch 8 Batch 3/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.237, Loss: 1.147 Epoch 8 Batch 4/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.120 Epoch 8 Batch 5/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.238, Loss: 1.175 Epoch 8 Batch 6/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.186 Epoch 8 Batch 7/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.237, Loss: 1.142 Epoch 8 Batch 8/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.237, Loss: 1.107 Epoch 8 Batch 9/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.163 Epoch 8 Batch 10/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.237, Loss: 1.188 Epoch 8 Batch 11/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.237, Loss: 1.071 Epoch 8 Batch 12/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.209 Epoch 8 Batch 13/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.237, Loss: 1.126 Epoch 8 Batch 14/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.128 Epoch 8 Batch 15/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.146 Epoch 8 Batch 16/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.135 Epoch 8 Batch 17/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.237, Loss: 1.161 Epoch 8 Batch 18/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.219 Epoch 8 Batch 19/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.118 Epoch 8 Batch 20/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.146 Epoch 8 Batch 21/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.118 Epoch 8 Batch 22/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.154 Epoch 8 Batch 23/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.175 Epoch 8 Batch 24/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.193 Epoch 8 Batch 25/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.151 Epoch 8 Batch 26/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.193 Epoch 8 Batch 27/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.236, Loss: 1.130 Epoch 8 Batch 28/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.152 Epoch 8 Batch 29/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.131 Epoch 8 Batch 30/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.159 Epoch 8 Batch 31/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.179 Epoch 8 Batch 32/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 1.125 Epoch 8 Batch 33/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.125 Epoch 8 Batch 34/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.137 Epoch 8 Batch 35/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.149 Epoch 8 Batch 36/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.131 Epoch 8 Batch 37/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.205 Epoch 8 Batch 38/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.237, Loss: 1.177 Epoch 8 Batch 39/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.203 Epoch 8 Batch 40/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.159 Epoch 8 Batch 41/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.119 Epoch 8 Batch 42/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.212 Epoch 8 Batch 43/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.237, Loss: 1.170 Epoch 8 Batch 44/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.118 Epoch 8 Batch 45/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.182 Epoch 8 Batch 46/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.237, Loss: 1.143 Epoch 8 Batch 47/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.088 Epoch 8 Batch 48/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.171 Epoch 8 Batch 49/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.237, Loss: 1.099 Epoch 8 Batch 50/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.166 Epoch 8 Batch 51/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.171 Epoch 8 Batch 52/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.098 Epoch 8 Batch 53/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.237, Loss: 1.153 Epoch 8 Batch 54/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.148 Epoch 8 Batch 55/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.176 Epoch 8 Batch 56/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.116 Epoch 8 Batch 57/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.237, Loss: 1.167 Epoch 8 Batch 58/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.140 Epoch 8 Batch 59/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.237, Loss: 1.179 Epoch 8 Batch 60/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.236, Loss: 1.145 Epoch 8 Batch 61/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.116 Epoch 8 Batch 62/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.237, Loss: 1.180 Epoch 8 Batch 63/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 1.149 Epoch 8 Batch 64/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.186 Epoch 8 Batch 65/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.236, Loss: 1.132 Epoch 8 Batch 66/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.236, Loss: 1.178 Epoch 8 Batch 67/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.236, Loss: 1.090 Epoch 8 Batch 68/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.110 Epoch 8 Batch 69/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.108 Epoch 8 Batch 70/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.233 Epoch 8 Batch 71/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.106 Epoch 8 Batch 72/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.092 Epoch 8 Batch 73/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.156 Epoch 8 Batch 74/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.238, Loss: 1.132 Epoch 8 Batch 75/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.238, Loss: 1.228 Epoch 8 Batch 76/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.084 Epoch 8 Batch 77/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.238, Loss: 1.191 Epoch 8 Batch 78/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.238, Loss: 1.131 Epoch 8 Batch 79/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.107 Epoch 8 Batch 80/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.238, Loss: 1.080 Epoch 8 Batch 81/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.238, Loss: 1.090 Epoch 8 Batch 82/1077 - Train Accuracy: 0.238, Validation Accuracy: 0.238, Loss: 1.121 Epoch 8 Batch 83/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.231 Epoch 8 Batch 84/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.146 Epoch 8 Batch 85/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.076 Epoch 8 Batch 86/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.136 Epoch 8 Batch 87/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.185 Epoch 8 Batch 88/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.148 Epoch 8 Batch 89/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.133 Epoch 8 Batch 90/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.187 Epoch 8 Batch 91/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.094 Epoch 8 Batch 92/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.148 Epoch 8 Batch 93/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.167 Epoch 8 Batch 94/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.063 Epoch 8 Batch 95/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.117 Epoch 8 Batch 96/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.053 Epoch 8 Batch 97/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.142 Epoch 8 Batch 98/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.126 Epoch 8 Batch 99/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.170 Epoch 8 Batch 100/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.143 Epoch 8 Batch 101/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.127 Epoch 8 Batch 102/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.167 Epoch 8 Batch 103/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.141 Epoch 8 Batch 104/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.237, Loss: 1.213 Epoch 8 Batch 105/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.143 Epoch 8 Batch 106/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.237, Loss: 1.153 Epoch 8 Batch 107/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.237, Loss: 1.135 Epoch 8 Batch 108/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.237, Loss: 1.168 Epoch 8 Batch 109/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.107 Epoch 8 Batch 110/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.237, Loss: 1.156 Epoch 8 Batch 111/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.156 Epoch 8 Batch 112/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.102 Epoch 8 Batch 113/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.065 Epoch 8 Batch 114/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.135 Epoch 8 Batch 115/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.074 Epoch 8 Batch 116/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.175 Epoch 8 Batch 117/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.237, Loss: 1.129 Epoch 8 Batch 118/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.159 Epoch 8 Batch 119/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.125 Epoch 8 Batch 120/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.176 Epoch 8 Batch 121/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.128 Epoch 8 Batch 122/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.164 Epoch 8 Batch 123/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.094 Epoch 8 Batch 124/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.218 Epoch 8 Batch 125/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.236, Loss: 1.140 Epoch 8 Batch 126/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.236, Loss: 1.118 Epoch 8 Batch 127/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.125 Epoch 8 Batch 128/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.236, Loss: 1.083 Epoch 8 Batch 129/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.154 Epoch 8 Batch 130/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.237, Loss: 1.153 Epoch 8 Batch 131/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.168 Epoch 8 Batch 132/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.210 Epoch 8 Batch 133/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.237, Loss: 1.141 Epoch 8 Batch 134/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.236, Loss: 1.123 Epoch 8 Batch 135/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.236, Loss: 1.107 Epoch 8 Batch 136/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.236, Loss: 1.128 Epoch 8 Batch 137/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.236, Loss: 1.067 Epoch 8 Batch 138/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.127 Epoch 8 Batch 139/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.092 Epoch 8 Batch 140/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.237, Loss: 1.166 Epoch 8 Batch 141/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.109 Epoch 8 Batch 142/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.062 Epoch 8 Batch 143/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.144 Epoch 8 Batch 144/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.237, Loss: 1.117 Epoch 8 Batch 145/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.237, Loss: 1.222 Epoch 8 Batch 146/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.216 Epoch 8 Batch 147/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.165 Epoch 8 Batch 148/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.108 Epoch 8 Batch 149/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.104 Epoch 8 Batch 150/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.237, Loss: 1.114 Epoch 8 Batch 151/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 1.167 Epoch 8 Batch 152/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.237, Loss: 1.141 Epoch 8 Batch 153/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.156 Epoch 8 Batch 154/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.106 Epoch 8 Batch 155/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.103 Epoch 8 Batch 156/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.183 Epoch 8 Batch 157/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.237, Loss: 1.100 Epoch 8 Batch 158/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.058 Epoch 8 Batch 159/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.114 Epoch 8 Batch 160/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.088 Epoch 8 Batch 161/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.204 Epoch 8 Batch 162/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.180 Epoch 8 Batch 163/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.234 Epoch 8 Batch 164/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.171 Epoch 8 Batch 165/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.169 Epoch 8 Batch 166/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.237, Loss: 1.125 Epoch 8 Batch 167/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.148 Epoch 8 Batch 168/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.159 Epoch 8 Batch 169/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.107 Epoch 8 Batch 170/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.126 Epoch 8 Batch 171/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.237, Loss: 1.144 Epoch 8 Batch 172/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.237, Loss: 1.134 Epoch 8 Batch 173/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.237, Loss: 1.169 Epoch 8 Batch 174/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.163 Epoch 8 Batch 175/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.120 Epoch 8 Batch 176/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.106 Epoch 8 Batch 177/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.237, Loss: 1.103 Epoch 8 Batch 178/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.214 Epoch 8 Batch 179/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.181 Epoch 8 Batch 180/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.075 Epoch 8 Batch 181/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.137 Epoch 8 Batch 182/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.151 Epoch 8 Batch 183/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.153 Epoch 8 Batch 184/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.151 Epoch 8 Batch 185/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.173 Epoch 8 Batch 186/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.237, Loss: 1.222 Epoch 8 Batch 187/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.111 Epoch 8 Batch 188/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.168 Epoch 8 Batch 189/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.075 Epoch 8 Batch 190/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.091 Epoch 8 Batch 191/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.237, Loss: 1.038 Epoch 8 Batch 192/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.158 Epoch 8 Batch 193/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.175 Epoch 8 Batch 194/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.106 Epoch 8 Batch 195/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.107 Epoch 8 Batch 196/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.096 Epoch 8 Batch 197/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.106 Epoch 8 Batch 198/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.163 Epoch 8 Batch 199/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.121 Epoch 8 Batch 200/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.096 Epoch 8 Batch 201/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.086 Epoch 8 Batch 202/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.143 Epoch 8 Batch 203/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.160 Epoch 8 Batch 204/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.150 Epoch 8 Batch 205/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.213 Epoch 8 Batch 206/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.010 Epoch 8 Batch 207/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.237, Loss: 1.093 Epoch 8 Batch 208/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.103 Epoch 8 Batch 209/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.087 Epoch 8 Batch 210/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.237, Loss: 1.084 Epoch 8 Batch 211/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.192 Epoch 8 Batch 212/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.237, Loss: 1.139 Epoch 8 Batch 213/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.091 Epoch 8 Batch 214/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.109 Epoch 8 Batch 215/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.170 Epoch 8 Batch 216/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.180 Epoch 8 Batch 217/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.077 Epoch 8 Batch 218/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.236, Loss: 1.209 Epoch 8 Batch 219/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.236, Loss: 1.165 Epoch 8 Batch 220/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.236, Loss: 1.160 Epoch 8 Batch 221/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.236, Loss: 1.182 Epoch 8 Batch 222/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.101 Epoch 8 Batch 223/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.236, Loss: 1.152 Epoch 8 Batch 224/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.140 Epoch 8 Batch 225/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.135 Epoch 8 Batch 226/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.107 Epoch 8 Batch 227/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.236, Loss: 1.130 Epoch 8 Batch 228/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.151 Epoch 8 Batch 229/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.236, Loss: 1.123 Epoch 8 Batch 230/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.149 Epoch 8 Batch 231/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.095 Epoch 8 Batch 232/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.236, Loss: 1.165 Epoch 8 Batch 233/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.163 Epoch 8 Batch 234/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.236, Loss: 1.129 Epoch 8 Batch 235/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.087 Epoch 8 Batch 236/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.143 Epoch 8 Batch 237/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.095 Epoch 8 Batch 238/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.137 Epoch 8 Batch 239/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.237, Loss: 1.091 Epoch 8 Batch 240/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.168 Epoch 8 Batch 241/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.103 Epoch 8 Batch 242/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.131 Epoch 8 Batch 243/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.144 Epoch 8 Batch 244/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.236, Loss: 1.145 Epoch 8 Batch 245/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.140 Epoch 8 Batch 246/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.125 Epoch 8 Batch 247/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.236, Loss: 1.046 Epoch 8 Batch 248/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.125 Epoch 8 Batch 249/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.236, Loss: 1.149 Epoch 8 Batch 250/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.236, Loss: 1.085 Epoch 8 Batch 251/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.236, Loss: 1.119 Epoch 8 Batch 252/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.236, Loss: 1.199 Epoch 8 Batch 253/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.235, Loss: 1.005 Epoch 8 Batch 254/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.084 Epoch 8 Batch 255/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.236, Loss: 1.104 Epoch 8 Batch 256/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.182 Epoch 8 Batch 257/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.105 Epoch 8 Batch 258/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.236, Loss: 1.059 Epoch 8 Batch 259/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.102 Epoch 8 Batch 260/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.236, Loss: 1.096 Epoch 8 Batch 261/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.236, Loss: 1.113 Epoch 8 Batch 262/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.184 Epoch 8 Batch 263/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.122 Epoch 8 Batch 264/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.167 Epoch 8 Batch 265/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.180 Epoch 8 Batch 266/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.141 Epoch 8 Batch 267/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.235, Loss: 1.145 Epoch 8 Batch 268/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.119 Epoch 8 Batch 269/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.235, Loss: 1.125 Epoch 8 Batch 270/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.174 Epoch 8 Batch 271/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.146 Epoch 8 Batch 272/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.191 Epoch 8 Batch 273/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.235, Loss: 1.111 Epoch 8 Batch 274/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.108 Epoch 8 Batch 275/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.108 Epoch 8 Batch 276/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.115 Epoch 8 Batch 277/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.236, Loss: 1.098 Epoch 8 Batch 278/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.134 Epoch 8 Batch 279/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.206 Epoch 8 Batch 280/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.085 Epoch 8 Batch 281/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.111 Epoch 8 Batch 282/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.107 Epoch 8 Batch 283/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.134 Epoch 8 Batch 284/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.086 Epoch 8 Batch 285/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.236, Loss: 1.102 Epoch 8 Batch 286/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.236, Loss: 1.080 Epoch 8 Batch 287/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.236, Loss: 1.162 Epoch 8 Batch 288/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.158 Epoch 8 Batch 289/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.203 Epoch 8 Batch 290/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.136 Epoch 8 Batch 291/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.236, Loss: 1.150 Epoch 8 Batch 292/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.236, Loss: 1.136 Epoch 8 Batch 293/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.084 Epoch 8 Batch 294/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.235, Loss: 1.051 Epoch 8 Batch 295/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.235, Loss: 1.175 Epoch 8 Batch 296/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.235, Loss: 1.065 Epoch 8 Batch 297/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.124 Epoch 8 Batch 298/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.120 Epoch 8 Batch 299/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.235, Loss: 1.162 Epoch 8 Batch 300/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.235, Loss: 1.112 Epoch 8 Batch 301/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.155 Epoch 8 Batch 302/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.135 Epoch 8 Batch 303/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.236, Loss: 1.165 Epoch 8 Batch 304/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.235, Loss: 1.096 Epoch 8 Batch 305/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.125 Epoch 8 Batch 306/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.162 Epoch 8 Batch 307/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.153 Epoch 8 Batch 308/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.160 Epoch 8 Batch 309/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.236, Loss: 1.117 Epoch 8 Batch 310/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.120 Epoch 8 Batch 311/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.236, Loss: 1.158 Epoch 8 Batch 312/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.172 Epoch 8 Batch 313/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.040 Epoch 8 Batch 314/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.138 Epoch 8 Batch 315/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.112 Epoch 8 Batch 316/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.236, Loss: 1.121 Epoch 8 Batch 317/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.079 Epoch 8 Batch 318/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.122 Epoch 8 Batch 319/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.151 Epoch 8 Batch 320/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.175 Epoch 8 Batch 321/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.114 Epoch 8 Batch 322/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.236, Loss: 1.139 Epoch 8 Batch 323/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.102 Epoch 8 Batch 324/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.133 Epoch 8 Batch 325/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.236, Loss: 1.111 Epoch 8 Batch 326/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.099 Epoch 8 Batch 327/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.148 Epoch 8 Batch 328/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.236, Loss: 1.080 Epoch 8 Batch 329/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.184 Epoch 8 Batch 330/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.065 Epoch 8 Batch 331/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.235, Loss: 1.182 Epoch 8 Batch 332/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.105 Epoch 8 Batch 333/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.235, Loss: 1.121 Epoch 8 Batch 334/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.131 Epoch 8 Batch 335/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.142 Epoch 8 Batch 336/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.201 Epoch 8 Batch 337/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.141 Epoch 8 Batch 338/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.237, Loss: 1.082 Epoch 8 Batch 339/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.112 Epoch 8 Batch 340/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.111 Epoch 8 Batch 341/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.157 Epoch 8 Batch 342/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.238, Loss: 1.129 Epoch 8 Batch 343/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.180 Epoch 8 Batch 344/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.103 Epoch 8 Batch 345/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.238, Loss: 1.112 Epoch 8 Batch 346/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.105 Epoch 8 Batch 347/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 1.128 Epoch 8 Batch 348/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.173 Epoch 8 Batch 349/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.109 Epoch 8 Batch 350/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.162 Epoch 8 Batch 351/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.237, Loss: 1.153 Epoch 8 Batch 352/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.124 Epoch 8 Batch 353/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.144 Epoch 8 Batch 354/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.148 Epoch 8 Batch 355/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.104 Epoch 8 Batch 356/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.238, Loss: 1.098 Epoch 8 Batch 357/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.238, Loss: 1.058 Epoch 8 Batch 358/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.238, Loss: 1.148 Epoch 8 Batch 359/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.238, Loss: 1.162 Epoch 8 Batch 360/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.038 Epoch 8 Batch 361/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.237, Loss: 1.144 Epoch 8 Batch 362/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.194 Epoch 8 Batch 363/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.150 Epoch 8 Batch 364/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.196 Epoch 8 Batch 365/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.097 Epoch 8 Batch 366/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.166 Epoch 8 Batch 367/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.237, Loss: 1.059 Epoch 8 Batch 368/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.102 Epoch 8 Batch 369/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.103 Epoch 8 Batch 370/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.135 Epoch 8 Batch 371/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.041 Epoch 8 Batch 372/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.110 Epoch 8 Batch 373/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.117 Epoch 8 Batch 374/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.237, Loss: 1.091 Epoch 8 Batch 375/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.237, Loss: 1.061 Epoch 8 Batch 376/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.237, Loss: 1.112 Epoch 8 Batch 377/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.101 Epoch 8 Batch 378/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.107 Epoch 8 Batch 379/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.169 Epoch 8 Batch 380/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.133 Epoch 8 Batch 381/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.115 Epoch 8 Batch 382/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.175 Epoch 8 Batch 383/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.138 Epoch 8 Batch 384/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.100 Epoch 8 Batch 385/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.117 Epoch 8 Batch 386/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.119 Epoch 8 Batch 387/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.092 Epoch 8 Batch 388/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.236, Loss: 1.171 Epoch 8 Batch 389/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.110 Epoch 8 Batch 390/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.135 Epoch 8 Batch 391/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.235, Loss: 1.113 Epoch 8 Batch 392/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.168 Epoch 8 Batch 393/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.123 Epoch 8 Batch 394/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.184 Epoch 8 Batch 395/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.125 Epoch 8 Batch 396/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.128 Epoch 8 Batch 397/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.110 Epoch 8 Batch 398/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.235, Loss: 1.168 Epoch 8 Batch 399/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.235, Loss: 1.116 Epoch 8 Batch 400/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.143 Epoch 8 Batch 401/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.155 Epoch 8 Batch 402/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.128 Epoch 8 Batch 403/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.172 Epoch 8 Batch 404/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.070 Epoch 8 Batch 405/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.236, Loss: 1.176 Epoch 8 Batch 406/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.236, Loss: 1.169 Epoch 8 Batch 407/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.121 Epoch 8 Batch 408/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.123 Epoch 8 Batch 409/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.185 Epoch 8 Batch 410/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.236, Loss: 1.077 Epoch 8 Batch 411/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.236, Loss: 1.145 Epoch 8 Batch 412/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.046 Epoch 8 Batch 413/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.175 Epoch 8 Batch 414/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.237, Loss: 1.072 Epoch 8 Batch 415/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.107 Epoch 8 Batch 416/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.062 Epoch 8 Batch 417/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.132 Epoch 8 Batch 418/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.092 Epoch 8 Batch 419/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.081 Epoch 8 Batch 420/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.071 Epoch 8 Batch 421/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.236, Loss: 1.150 Epoch 8 Batch 422/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.236, Loss: 1.146 Epoch 8 Batch 423/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.109 Epoch 8 Batch 424/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.082 Epoch 8 Batch 425/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.236, Loss: 1.092 Epoch 8 Batch 426/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.113 Epoch 8 Batch 427/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.237, Loss: 1.115 Epoch 8 Batch 428/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.237, Loss: 1.065 Epoch 8 Batch 429/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.121 Epoch 8 Batch 430/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.106 Epoch 8 Batch 431/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.236, Loss: 1.149 Epoch 8 Batch 432/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.236, Loss: 1.140 Epoch 8 Batch 433/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.166 Epoch 8 Batch 434/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.116 Epoch 8 Batch 435/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.077 Epoch 8 Batch 436/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.168 Epoch 8 Batch 437/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.132 Epoch 8 Batch 438/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.151 Epoch 8 Batch 439/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.215 Epoch 8 Batch 440/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.230 Epoch 8 Batch 441/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.107 Epoch 8 Batch 442/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.058 Epoch 8 Batch 443/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.138 Epoch 8 Batch 444/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.104 Epoch 8 Batch 445/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.235, Loss: 1.084 Epoch 8 Batch 446/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.097 Epoch 8 Batch 447/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.129 Epoch 8 Batch 448/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.115 Epoch 8 Batch 449/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.216 Epoch 8 Batch 450/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.104 Epoch 8 Batch 451/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.053 Epoch 8 Batch 452/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.105 Epoch 8 Batch 453/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.134 Epoch 8 Batch 454/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.187 Epoch 8 Batch 455/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.235, Loss: 1.114 Epoch 8 Batch 456/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.129 Epoch 8 Batch 457/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.100 Epoch 8 Batch 458/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.108 Epoch 8 Batch 459/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.127 Epoch 8 Batch 460/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.082 Epoch 8 Batch 461/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.130 Epoch 8 Batch 462/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.114 Epoch 8 Batch 463/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.109 Epoch 8 Batch 464/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.237, Loss: 1.149 Epoch 8 Batch 465/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.236, Loss: 1.148 Epoch 8 Batch 466/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.142 Epoch 8 Batch 467/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.236, Loss: 1.090 Epoch 8 Batch 468/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.145 Epoch 8 Batch 469/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.144 Epoch 8 Batch 470/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.145 Epoch 8 Batch 471/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.111 Epoch 8 Batch 472/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.236, Loss: 1.118 Epoch 8 Batch 473/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.112 Epoch 8 Batch 474/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.216 Epoch 8 Batch 475/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.236, Loss: 1.117 Epoch 8 Batch 476/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.235, Loss: 1.135 Epoch 8 Batch 477/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.236, Loss: 1.098 Epoch 8 Batch 478/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.236, Loss: 1.109 Epoch 8 Batch 479/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.128 Epoch 8 Batch 480/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.168 Epoch 8 Batch 481/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.156 Epoch 8 Batch 482/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.236, Loss: 1.110 Epoch 8 Batch 483/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.169 Epoch 8 Batch 484/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.236, Loss: 1.122 Epoch 8 Batch 485/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.080 Epoch 8 Batch 486/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.236, Loss: 1.119 Epoch 8 Batch 487/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.236, Loss: 1.116 Epoch 8 Batch 488/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.236, Loss: 1.179 Epoch 8 Batch 489/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.143 Epoch 8 Batch 490/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.155 Epoch 8 Batch 491/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.138 Epoch 8 Batch 492/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.187 Epoch 8 Batch 493/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.082 Epoch 8 Batch 494/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.137 Epoch 8 Batch 495/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.236, Loss: 1.091 Epoch 8 Batch 496/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.064 Epoch 8 Batch 497/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.237, Loss: 1.113 Epoch 8 Batch 498/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.075 Epoch 8 Batch 499/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.237, Loss: 1.094 Epoch 8 Batch 500/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.080 Epoch 8 Batch 501/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.086 Epoch 8 Batch 502/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.094 Epoch 8 Batch 503/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.238, Loss: 1.096 Epoch 8 Batch 504/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.238, Loss: 1.088 Epoch 8 Batch 505/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.079 Epoch 8 Batch 506/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.120 Epoch 8 Batch 507/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.236, Loss: 1.039 Epoch 8 Batch 508/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.097 Epoch 8 Batch 509/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.101 Epoch 8 Batch 510/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.050 Epoch 8 Batch 511/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.208 Epoch 8 Batch 512/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.096 Epoch 8 Batch 513/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.128 Epoch 8 Batch 514/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.108 Epoch 8 Batch 515/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.119 Epoch 8 Batch 516/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.046 Epoch 8 Batch 517/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.127 Epoch 8 Batch 518/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.106 Epoch 8 Batch 519/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.168 Epoch 8 Batch 520/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.068 Epoch 8 Batch 521/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.237, Loss: 1.113 Epoch 8 Batch 522/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.221 Epoch 8 Batch 523/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.145 Epoch 8 Batch 524/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.157 Epoch 8 Batch 525/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.236, Loss: 1.183 Epoch 8 Batch 526/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.090 Epoch 8 Batch 527/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.236, Loss: 1.099 Epoch 8 Batch 528/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.154 Epoch 8 Batch 529/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.099 Epoch 8 Batch 530/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.105 Epoch 8 Batch 531/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.034 Epoch 8 Batch 532/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.157 Epoch 8 Batch 533/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.189 Epoch 8 Batch 534/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.237, Loss: 1.124 Epoch 8 Batch 535/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.088 Epoch 8 Batch 536/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.086 Epoch 8 Batch 537/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.141 Epoch 8 Batch 538/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.102 Epoch 8 Batch 539/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.119 Epoch 8 Batch 540/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.074 Epoch 8 Batch 541/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.135 Epoch 8 Batch 542/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.123 Epoch 8 Batch 543/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.136 Epoch 8 Batch 544/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.140 Epoch 8 Batch 545/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.163 Epoch 8 Batch 546/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.238, Loss: 1.189 Epoch 8 Batch 547/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.174 Epoch 8 Batch 548/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.163 Epoch 8 Batch 549/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.086 Epoch 8 Batch 550/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.113 Epoch 8 Batch 551/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.074 Epoch 8 Batch 552/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.141 Epoch 8 Batch 553/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.132 Epoch 8 Batch 554/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.237, Loss: 1.162 Epoch 8 Batch 555/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.190 Epoch 8 Batch 556/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.076 Epoch 8 Batch 557/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.236, Loss: 1.094 Epoch 8 Batch 558/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.112 Epoch 8 Batch 559/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.236, Loss: 1.099 Epoch 8 Batch 560/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.112 Epoch 8 Batch 561/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.085 Epoch 8 Batch 562/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.100 Epoch 8 Batch 563/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.137 Epoch 8 Batch 564/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.235, Loss: 1.077 Epoch 8 Batch 565/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.145 Epoch 8 Batch 566/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.096 Epoch 8 Batch 567/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.071 Epoch 8 Batch 568/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.131 Epoch 8 Batch 569/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.076 Epoch 8 Batch 570/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.235, Loss: 1.117 Epoch 8 Batch 571/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 1.108 Epoch 8 Batch 572/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.235, Loss: 1.133 Epoch 8 Batch 573/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.121 Epoch 8 Batch 574/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.235, Loss: 1.158 Epoch 8 Batch 575/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.059 Epoch 8 Batch 576/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.235, Loss: 1.123 Epoch 8 Batch 577/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.236, Loss: 1.167 Epoch 8 Batch 578/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.077 Epoch 8 Batch 579/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.134 Epoch 8 Batch 580/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.236, Loss: 1.072 Epoch 8 Batch 581/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.111 Epoch 8 Batch 582/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.054 Epoch 8 Batch 583/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.236, Loss: 1.088 Epoch 8 Batch 584/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.115 Epoch 8 Batch 585/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.075 Epoch 8 Batch 586/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.237, Loss: 1.145 Epoch 8 Batch 587/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.109 Epoch 8 Batch 588/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.236, Loss: 1.083 Epoch 8 Batch 589/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.235, Loss: 1.106 Epoch 8 Batch 590/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.236, Loss: 1.152 Epoch 8 Batch 591/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.235, Loss: 1.041 Epoch 8 Batch 592/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.183 Epoch 8 Batch 593/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.236, Loss: 1.041 Epoch 8 Batch 594/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.176 Epoch 8 Batch 595/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.236, Loss: 1.095 Epoch 8 Batch 596/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.237, Loss: 1.078 Epoch 8 Batch 597/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.237, Loss: 1.149 Epoch 8 Batch 598/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.121 Epoch 8 Batch 599/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.191 Epoch 8 Batch 600/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 1.085 Epoch 8 Batch 601/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.097 Epoch 8 Batch 602/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.179 Epoch 8 Batch 603/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.117 Epoch 8 Batch 604/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.134 Epoch 8 Batch 605/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.237, Loss: 1.172 Epoch 8 Batch 606/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.091 Epoch 8 Batch 607/1077 - Train Accuracy: 0.242, Validation Accuracy: 0.237, Loss: 1.147 Epoch 8 Batch 608/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.104 Epoch 8 Batch 609/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.108 Epoch 8 Batch 610/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.237, Loss: 1.138 Epoch 8 Batch 611/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.237, Loss: 1.167 Epoch 8 Batch 612/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.236, Loss: 1.051 Epoch 8 Batch 613/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.178 Epoch 8 Batch 614/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.237, Loss: 1.119 Epoch 8 Batch 615/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.119 Epoch 8 Batch 616/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.237, Loss: 1.150 Epoch 8 Batch 617/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.143 Epoch 8 Batch 618/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.122 Epoch 8 Batch 619/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.237, Loss: 1.174 Epoch 8 Batch 620/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.054 Epoch 8 Batch 621/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.091 Epoch 8 Batch 622/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.236, Loss: 1.103 Epoch 8 Batch 623/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.236, Loss: 1.226 Epoch 8 Batch 624/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.237, Loss: 1.119 Epoch 8 Batch 625/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.143 Epoch 8 Batch 626/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.237, Loss: 1.128 Epoch 8 Batch 627/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.071 Epoch 8 Batch 628/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.104 Epoch 8 Batch 629/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.237, Loss: 1.086 Epoch 8 Batch 630/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.125 Epoch 8 Batch 631/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.237, Loss: 1.131 Epoch 8 Batch 632/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.137 Epoch 8 Batch 633/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.089 Epoch 8 Batch 634/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.046 Epoch 8 Batch 635/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.237, Loss: 1.179 Epoch 8 Batch 636/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.110 Epoch 8 Batch 637/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.153 Epoch 8 Batch 638/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.236, Loss: 1.138 Epoch 8 Batch 639/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.066 Epoch 8 Batch 640/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.103 Epoch 8 Batch 641/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.100 Epoch 8 Batch 642/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.042 Epoch 8 Batch 643/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.100 Epoch 8 Batch 644/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.113 Epoch 8 Batch 645/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.235, Loss: 1.039 Epoch 8 Batch 646/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.235, Loss: 1.108 Epoch 8 Batch 647/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.156 Epoch 8 Batch 648/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.072 Epoch 8 Batch 649/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.110 Epoch 8 Batch 650/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.134 Epoch 8 Batch 651/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.087 Epoch 8 Batch 652/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.235, Loss: 1.097 Epoch 8 Batch 653/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.082 Epoch 8 Batch 654/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.124 Epoch 8 Batch 655/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.090 Epoch 8 Batch 656/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.109 Epoch 8 Batch 657/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.235, Loss: 1.159 Epoch 8 Batch 658/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.068 Epoch 8 Batch 659/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.165 Epoch 8 Batch 660/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.101 Epoch 8 Batch 661/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.099 Epoch 8 Batch 662/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.093 Epoch 8 Batch 663/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.066 Epoch 8 Batch 664/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.154 Epoch 8 Batch 665/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.032 Epoch 8 Batch 666/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.235, Loss: 1.129 Epoch 8 Batch 667/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.235, Loss: 1.166 Epoch 8 Batch 668/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.108 Epoch 8 Batch 669/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.087 Epoch 8 Batch 670/1077 - Train Accuracy: 0.242, Validation Accuracy: 0.235, Loss: 1.100 Epoch 8 Batch 671/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.235, Loss: 1.190 Epoch 8 Batch 672/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.145 Epoch 8 Batch 673/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.110 Epoch 8 Batch 674/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.097 Epoch 8 Batch 675/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.120 Epoch 8 Batch 676/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.235, Loss: 1.105 Epoch 8 Batch 677/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 1.127 Epoch 8 Batch 678/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.097 Epoch 8 Batch 679/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.235, Loss: 1.126 Epoch 8 Batch 680/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.139 Epoch 8 Batch 681/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.182 Epoch 8 Batch 682/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.235, Loss: 1.104 Epoch 8 Batch 683/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.134 Epoch 8 Batch 684/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.061 Epoch 8 Batch 685/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.081 Epoch 8 Batch 686/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.235, Loss: 1.091 Epoch 8 Batch 687/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.112 Epoch 8 Batch 688/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.113 Epoch 8 Batch 689/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.143 Epoch 8 Batch 690/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.147 Epoch 8 Batch 691/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.236, Loss: 1.094 Epoch 8 Batch 692/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.123 Epoch 8 Batch 693/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.235, Loss: 1.161 Epoch 8 Batch 694/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.117 Epoch 8 Batch 695/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.235, Loss: 1.086 Epoch 8 Batch 696/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.235, Loss: 1.176 Epoch 8 Batch 697/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.106 Epoch 8 Batch 698/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.075 Epoch 8 Batch 699/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.235, Loss: 1.105 Epoch 8 Batch 700/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.072 Epoch 8 Batch 701/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.112 Epoch 8 Batch 702/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.156 Epoch 8 Batch 703/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.144 Epoch 8 Batch 704/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.137 Epoch 8 Batch 705/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.180 Epoch 8 Batch 706/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.095 Epoch 8 Batch 707/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.133 Epoch 8 Batch 708/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.081 Epoch 8 Batch 709/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.136 Epoch 8 Batch 710/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.131 Epoch 8 Batch 711/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.087 Epoch 8 Batch 712/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.119 Epoch 8 Batch 713/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.235, Loss: 1.090 Epoch 8 Batch 714/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.236, Loss: 1.100 Epoch 8 Batch 715/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.159 Epoch 8 Batch 716/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.236, Loss: 1.124 Epoch 8 Batch 717/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.236, Loss: 1.096 Epoch 8 Batch 718/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.137 Epoch 8 Batch 719/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.237, Loss: 1.029 Epoch 8 Batch 720/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.237, Loss: 1.128 Epoch 8 Batch 721/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.161 Epoch 8 Batch 722/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.079 Epoch 8 Batch 723/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.154 Epoch 8 Batch 724/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.235, Loss: 1.144 Epoch 8 Batch 725/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.235, Loss: 1.114 Epoch 8 Batch 726/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.151 Epoch 8 Batch 727/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.091 Epoch 8 Batch 728/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.236, Loss: 1.059 Epoch 8 Batch 729/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.115 Epoch 8 Batch 730/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.235, Loss: 1.149 Epoch 8 Batch 731/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.235, Loss: 1.130 Epoch 8 Batch 732/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.236, Loss: 1.168 Epoch 8 Batch 733/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.164 Epoch 8 Batch 734/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.237, Loss: 1.105 Epoch 8 Batch 735/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.132 Epoch 8 Batch 736/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.116 Epoch 8 Batch 737/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.237, Loss: 1.138 Epoch 8 Batch 738/1077 - Train Accuracy: 0.294, Validation Accuracy: 0.238, Loss: 1.072 Epoch 8 Batch 739/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.238, Loss: 1.071 Epoch 8 Batch 740/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.238, Loss: 1.050 Epoch 8 Batch 741/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.101 Epoch 8 Batch 742/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.144 Epoch 8 Batch 743/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.085 Epoch 8 Batch 744/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.137 Epoch 8 Batch 745/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.237, Loss: 1.174 Epoch 8 Batch 746/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.137 Epoch 8 Batch 747/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.110 Epoch 8 Batch 748/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.236, Loss: 1.151 Epoch 8 Batch 749/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.149 Epoch 8 Batch 750/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.080 Epoch 8 Batch 751/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.093 Epoch 8 Batch 752/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.236, Loss: 1.128 Epoch 8 Batch 753/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.144 Epoch 8 Batch 754/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.101 Epoch 8 Batch 755/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.083 Epoch 8 Batch 756/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.118 Epoch 8 Batch 757/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.165 Epoch 8 Batch 758/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.099 Epoch 8 Batch 759/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.038 Epoch 8 Batch 760/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.093 Epoch 8 Batch 761/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.151 Epoch 8 Batch 762/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.109 Epoch 8 Batch 763/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.124 Epoch 8 Batch 764/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.236, Loss: 1.078 Epoch 8 Batch 765/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.130 Epoch 8 Batch 766/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.104 Epoch 8 Batch 767/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.061 Epoch 8 Batch 768/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.170 Epoch 8 Batch 769/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.127 Epoch 8 Batch 770/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.237, Loss: 1.152 Epoch 8 Batch 771/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.162 Epoch 8 Batch 772/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.238, Loss: 1.135 Epoch 8 Batch 773/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.238, Loss: 1.110 Epoch 8 Batch 774/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.238, Loss: 1.185 Epoch 8 Batch 775/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.238, Loss: 1.096 Epoch 8 Batch 776/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.063 Epoch 8 Batch 777/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.116 Epoch 8 Batch 778/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.237, Loss: 1.100 Epoch 8 Batch 779/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.166 Epoch 8 Batch 780/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.052 Epoch 8 Batch 781/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.017 Epoch 8 Batch 782/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.237, Loss: 1.073 Epoch 8 Batch 783/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.237, Loss: 1.092 Epoch 8 Batch 784/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.143 Epoch 8 Batch 785/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.127 Epoch 8 Batch 786/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.114 Epoch 8 Batch 787/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.237, Loss: 1.113 Epoch 8 Batch 788/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.094 Epoch 8 Batch 789/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.237, Loss: 1.106 Epoch 8 Batch 790/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.237, Loss: 1.168 Epoch 8 Batch 791/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.237, Loss: 1.128 Epoch 8 Batch 792/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.125 Epoch 8 Batch 793/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.138 Epoch 8 Batch 794/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.236, Loss: 1.123 Epoch 8 Batch 795/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.075 Epoch 8 Batch 796/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.125 Epoch 8 Batch 797/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.097 Epoch 8 Batch 798/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 1.127 Epoch 8 Batch 799/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.236, Loss: 1.090 Epoch 8 Batch 800/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.110 Epoch 8 Batch 801/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.085 Epoch 8 Batch 802/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.107 Epoch 8 Batch 803/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.157 Epoch 8 Batch 804/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.093 Epoch 8 Batch 805/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.187 Epoch 8 Batch 806/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.235, Loss: 1.137 Epoch 8 Batch 807/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.060 Epoch 8 Batch 808/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.122 Epoch 8 Batch 809/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.235, Loss: 1.177 Epoch 8 Batch 810/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.088 Epoch 8 Batch 811/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.103 Epoch 8 Batch 812/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.137 Epoch 8 Batch 813/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 1.151 Epoch 8 Batch 814/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.127 Epoch 8 Batch 815/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.236, Loss: 1.137 Epoch 8 Batch 816/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.236, Loss: 1.119 Epoch 8 Batch 817/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.179 Epoch 8 Batch 818/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.114 Epoch 8 Batch 819/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.117 Epoch 8 Batch 820/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.105 Epoch 8 Batch 821/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.062 Epoch 8 Batch 822/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.093 Epoch 8 Batch 823/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.126 Epoch 8 Batch 824/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.100 Epoch 8 Batch 825/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.182 Epoch 8 Batch 826/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.235, Loss: 1.144 Epoch 8 Batch 827/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.235, Loss: 1.103 Epoch 8 Batch 828/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.150 Epoch 8 Batch 829/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.235, Loss: 1.109 Epoch 8 Batch 830/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.112 Epoch 8 Batch 831/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.235, Loss: 1.121 Epoch 8 Batch 832/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.171 Epoch 8 Batch 833/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.140 Epoch 8 Batch 834/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.235, Loss: 1.137 Epoch 8 Batch 835/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.120 Epoch 8 Batch 836/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.121 Epoch 8 Batch 837/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.145 Epoch 8 Batch 838/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.083 Epoch 8 Batch 839/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.036 Epoch 8 Batch 840/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.047 Epoch 8 Batch 841/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.236, Loss: 1.119 Epoch 8 Batch 842/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.050 Epoch 8 Batch 843/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.100 Epoch 8 Batch 844/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 1.078 Epoch 8 Batch 845/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.089 Epoch 8 Batch 846/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.128 Epoch 8 Batch 847/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.009 Epoch 8 Batch 848/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.131 Epoch 8 Batch 849/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.236, Loss: 1.100 Epoch 8 Batch 850/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.237, Loss: 1.115 Epoch 8 Batch 851/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.236, Loss: 1.109 Epoch 8 Batch 852/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.072 Epoch 8 Batch 853/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.081 Epoch 8 Batch 854/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.189 Epoch 8 Batch 855/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.085 Epoch 8 Batch 856/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.237, Loss: 1.059 Epoch 8 Batch 857/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.075 Epoch 8 Batch 858/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.236, Loss: 1.088 Epoch 8 Batch 859/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.236, Loss: 1.129 Epoch 8 Batch 860/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 1.090 Epoch 8 Batch 861/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.113 Epoch 8 Batch 862/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.054 Epoch 8 Batch 863/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.161 Epoch 8 Batch 864/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.085 Epoch 8 Batch 865/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.235, Loss: 1.133 Epoch 8 Batch 866/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 1.180 Epoch 8 Batch 867/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.113 Epoch 8 Batch 868/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.116 Epoch 8 Batch 869/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.107 Epoch 8 Batch 870/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.235, Loss: 1.041 Epoch 8 Batch 871/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.097 Epoch 8 Batch 872/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.156 Epoch 8 Batch 873/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.011 Epoch 8 Batch 874/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.056 Epoch 8 Batch 875/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.091 Epoch 8 Batch 876/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.090 Epoch 8 Batch 877/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.096 Epoch 8 Batch 878/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.077 Epoch 8 Batch 879/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.077 Epoch 8 Batch 880/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.051 Epoch 8 Batch 881/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.154 Epoch 8 Batch 882/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.182 Epoch 8 Batch 883/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.139 Epoch 8 Batch 884/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.076 Epoch 8 Batch 885/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.236, Loss: 1.041 Epoch 8 Batch 886/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.125 Epoch 8 Batch 887/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.110 Epoch 8 Batch 888/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.236, Loss: 1.096 Epoch 8 Batch 889/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.236, Loss: 1.062 Epoch 8 Batch 890/1077 - Train Accuracy: 0.210, Validation Accuracy: 0.235, Loss: 1.074 Epoch 8 Batch 891/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.235, Loss: 1.158 Epoch 8 Batch 892/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.235, Loss: 1.111 Epoch 8 Batch 893/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.106 Epoch 8 Batch 894/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 1.113 Epoch 8 Batch 895/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.134 Epoch 8 Batch 896/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.235, Loss: 1.160 Epoch 8 Batch 897/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 1.088 Epoch 8 Batch 898/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.087 Epoch 8 Batch 899/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.120 Epoch 8 Batch 900/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.068 Epoch 8 Batch 901/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.082 Epoch 8 Batch 902/1077 - Train Accuracy: 0.207, Validation Accuracy: 0.235, Loss: 1.077 Epoch 8 Batch 903/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.091 Epoch 8 Batch 904/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.134 Epoch 8 Batch 905/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.066 Epoch 8 Batch 906/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.155 Epoch 8 Batch 907/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.084 Epoch 8 Batch 908/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.149 Epoch 8 Batch 909/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.051 Epoch 8 Batch 910/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.236, Loss: 1.076 Epoch 8 Batch 911/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.235, Loss: 1.051 Epoch 8 Batch 912/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.160 Epoch 8 Batch 913/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.074 Epoch 8 Batch 914/1077 - Train Accuracy: 0.302, Validation Accuracy: 0.235, Loss: 1.051 Epoch 8 Batch 915/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.235, Loss: 1.112 Epoch 8 Batch 916/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.117 Epoch 8 Batch 917/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.142 Epoch 8 Batch 918/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.022 Epoch 8 Batch 919/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.235, Loss: 1.079 Epoch 8 Batch 920/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.126 Epoch 8 Batch 921/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.103 Epoch 8 Batch 922/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.113 Epoch 8 Batch 923/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.162 Epoch 8 Batch 924/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.235, Loss: 1.054 Epoch 8 Batch 925/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.235, Loss: 1.060 Epoch 8 Batch 926/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.117 Epoch 8 Batch 927/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.101 Epoch 8 Batch 928/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.132 Epoch 8 Batch 929/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.039 Epoch 8 Batch 930/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.102 Epoch 8 Batch 931/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.087 Epoch 8 Batch 932/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 1.146 Epoch 8 Batch 933/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.048 Epoch 8 Batch 934/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.134 Epoch 8 Batch 935/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.145 Epoch 8 Batch 936/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.067 Epoch 8 Batch 937/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.234, Loss: 1.128 Epoch 8 Batch 938/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 1.125 Epoch 8 Batch 939/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.072 Epoch 8 Batch 940/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.236, Loss: 1.060 Epoch 8 Batch 941/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.096 Epoch 8 Batch 942/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.079 Epoch 8 Batch 943/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.114 Epoch 8 Batch 944/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.126 Epoch 8 Batch 945/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.139 Epoch 8 Batch 946/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.235, Loss: 1.097 Epoch 8 Batch 947/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.235, Loss: 1.146 Epoch 8 Batch 948/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.118 Epoch 8 Batch 949/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.236, Loss: 0.982 Epoch 8 Batch 950/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.236, Loss: 1.067 Epoch 8 Batch 951/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.089 Epoch 8 Batch 952/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.146 Epoch 8 Batch 953/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.235, Loss: 1.089 Epoch 8 Batch 954/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.137 Epoch 8 Batch 955/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.129 Epoch 8 Batch 956/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.097 Epoch 8 Batch 957/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.076 Epoch 8 Batch 958/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.108 Epoch 8 Batch 959/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.109 Epoch 8 Batch 960/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.098 Epoch 8 Batch 961/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.096 Epoch 8 Batch 962/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 1.084 Epoch 8 Batch 963/1077 - Train Accuracy: 0.068, Validation Accuracy: 0.235, Loss: 1.062 Epoch 8 Batch 964/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 1.152 Epoch 8 Batch 965/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.235, Loss: 1.112 Epoch 8 Batch 966/1077 - Train Accuracy: 0.268, Validation Accuracy: 0.235, Loss: 1.067 Epoch 8 Batch 967/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.076 Epoch 8 Batch 968/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.136 Epoch 8 Batch 969/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.075 Epoch 8 Batch 970/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.176 Epoch 8 Batch 971/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.057 Epoch 8 Batch 972/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.079 Epoch 8 Batch 973/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.083 Epoch 8 Batch 974/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.235, Loss: 1.065 Epoch 8 Batch 975/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.235, Loss: 1.121 Epoch 8 Batch 976/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.085 Epoch 8 Batch 977/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.085 Epoch 8 Batch 978/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.111 Epoch 8 Batch 979/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.235, Loss: 1.139 Epoch 8 Batch 980/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.108 Epoch 8 Batch 981/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.184 Epoch 8 Batch 982/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.093 Epoch 8 Batch 983/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.235, Loss: 1.164 Epoch 8 Batch 984/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.122 Epoch 8 Batch 985/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.124 Epoch 8 Batch 986/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.059 Epoch 8 Batch 987/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.076 Epoch 8 Batch 988/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 1.078 Epoch 8 Batch 989/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.122 Epoch 8 Batch 990/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.235, Loss: 1.081 Epoch 8 Batch 991/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.235, Loss: 1.060 Epoch 8 Batch 992/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.085 Epoch 8 Batch 993/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.106 Epoch 8 Batch 994/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.022 Epoch 8 Batch 995/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.028 Epoch 8 Batch 996/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.122 Epoch 8 Batch 997/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 1.143 Epoch 8 Batch 998/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.099 Epoch 8 Batch 999/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.059 Epoch 8 Batch 1000/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.064 Epoch 8 Batch 1001/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.235, Loss: 1.018 Epoch 8 Batch 1002/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.235, Loss: 1.076 Epoch 8 Batch 1003/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.235, Loss: 1.047 Epoch 8 Batch 1004/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.046 Epoch 8 Batch 1005/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.078 Epoch 8 Batch 1006/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.092 Epoch 8 Batch 1007/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.094 Epoch 8 Batch 1008/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.087 Epoch 8 Batch 1009/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 1.070 Epoch 8 Batch 1010/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.174 Epoch 8 Batch 1011/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.078 Epoch 8 Batch 1012/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 1.088 Epoch 8 Batch 1013/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 1.086 Epoch 8 Batch 1014/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.097 Epoch 8 Batch 1015/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.115 Epoch 8 Batch 1016/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.124 Epoch 8 Batch 1017/1077 - Train Accuracy: 0.129, Validation Accuracy: 0.235, Loss: 1.080 Epoch 8 Batch 1018/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 1.108 Epoch 8 Batch 1019/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.128 Epoch 8 Batch 1020/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.117 Epoch 8 Batch 1021/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.099 Epoch 8 Batch 1022/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.093 Epoch 8 Batch 1023/1077 - Train Accuracy: 0.240, Validation Accuracy: 0.235, Loss: 1.029 Epoch 8 Batch 1024/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.085 Epoch 8 Batch 1025/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.098 Epoch 8 Batch 1026/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.115 Epoch 8 Batch 1027/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.095 Epoch 8 Batch 1028/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.082 Epoch 8 Batch 1029/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.049 Epoch 8 Batch 1030/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.105 Epoch 8 Batch 1031/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.235, Loss: 1.154 Epoch 8 Batch 1032/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.131 Epoch 8 Batch 1033/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 1.140 Epoch 8 Batch 1034/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.150 Epoch 8 Batch 1035/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.060 Epoch 8 Batch 1036/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.059 Epoch 8 Batch 1037/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.183 Epoch 8 Batch 1038/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.096 Epoch 8 Batch 1039/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.064 Epoch 8 Batch 1040/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.235, Loss: 1.141 Epoch 8 Batch 1041/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 1.109 Epoch 8 Batch 1042/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.235, Loss: 1.101 Epoch 8 Batch 1043/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.065 Epoch 8 Batch 1044/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.102 Epoch 8 Batch 1045/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.092 Epoch 8 Batch 1046/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.070 Epoch 8 Batch 1047/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.153 Epoch 8 Batch 1048/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.048 Epoch 8 Batch 1049/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.135 Epoch 8 Batch 1050/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.108 Epoch 8 Batch 1051/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.106 Epoch 8 Batch 1052/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 1.054 Epoch 8 Batch 1053/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.063 Epoch 8 Batch 1054/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.082 Epoch 8 Batch 1055/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.116 Epoch 8 Batch 1056/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.043 Epoch 8 Batch 1057/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.235, Loss: 1.125 Epoch 8 Batch 1058/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.236, Loss: 1.144 Epoch 8 Batch 1059/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.236, Loss: 1.102 Epoch 8 Batch 1060/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.236, Loss: 1.074 Epoch 8 Batch 1061/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.148 Epoch 8 Batch 1062/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.236, Loss: 1.122 Epoch 8 Batch 1063/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.237, Loss: 1.145 Epoch 8 Batch 1064/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.085 Epoch 8 Batch 1065/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.143 Epoch 8 Batch 1066/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.175 Epoch 8 Batch 1067/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.094 Epoch 8 Batch 1068/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.071 Epoch 8 Batch 1069/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.035 Epoch 8 Batch 1070/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.236, Loss: 1.121 Epoch 8 Batch 1071/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.096 Epoch 8 Batch 1072/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.148 Epoch 8 Batch 1073/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.144 Epoch 8 Batch 1074/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.236, Loss: 1.095 Epoch 8 Batch 1075/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.236, Loss: 1.162 Epoch 9 Batch 0/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.040 Epoch 9 Batch 1/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.092 Epoch 9 Batch 2/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.235, Loss: 1.046 Epoch 9 Batch 3/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.235, Loss: 1.055 Epoch 9 Batch 4/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.133 Epoch 9 Batch 5/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.081 Epoch 9 Batch 6/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.105 Epoch 9 Batch 7/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.121 Epoch 9 Batch 8/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.054 Epoch 9 Batch 9/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.082 Epoch 9 Batch 10/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.096 Epoch 9 Batch 11/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 1.069 Epoch 9 Batch 12/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.091 Epoch 9 Batch 13/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 1.107 Epoch 9 Batch 14/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.035 Epoch 9 Batch 15/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.065 Epoch 9 Batch 16/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.081 Epoch 9 Batch 17/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.078 Epoch 9 Batch 18/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.122 Epoch 9 Batch 19/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.130 Epoch 9 Batch 20/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.013 Epoch 9 Batch 21/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.091 Epoch 9 Batch 22/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.067 Epoch 9 Batch 23/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.146 Epoch 9 Batch 24/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.010 Epoch 9 Batch 25/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.073 Epoch 9 Batch 26/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.144 Epoch 9 Batch 27/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.079 Epoch 9 Batch 28/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.104 Epoch 9 Batch 29/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.045 Epoch 9 Batch 30/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.056 Epoch 9 Batch 31/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.171 Epoch 9 Batch 32/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 1.125 Epoch 9 Batch 33/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.004 Epoch 9 Batch 34/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.135 Epoch 9 Batch 35/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.094 Epoch 9 Batch 36/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.159 Epoch 9 Batch 37/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.127 Epoch 9 Batch 38/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.235, Loss: 1.150 Epoch 9 Batch 39/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.110 Epoch 9 Batch 40/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.067 Epoch 9 Batch 41/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.111 Epoch 9 Batch 42/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.080 Epoch 9 Batch 43/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.235, Loss: 1.061 Epoch 9 Batch 44/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.124 Epoch 9 Batch 45/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.010 Epoch 9 Batch 46/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.235, Loss: 1.069 Epoch 9 Batch 47/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.104 Epoch 9 Batch 48/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.167 Epoch 9 Batch 49/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.235, Loss: 1.035 Epoch 9 Batch 50/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.032 Epoch 9 Batch 51/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.054 Epoch 9 Batch 52/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.080 Epoch 9 Batch 53/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.235, Loss: 1.132 Epoch 9 Batch 54/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.114 Epoch 9 Batch 55/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.044 Epoch 9 Batch 56/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.090 Epoch 9 Batch 57/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.235, Loss: 1.063 Epoch 9 Batch 58/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.050 Epoch 9 Batch 59/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.235, Loss: 1.081 Epoch 9 Batch 60/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 1.121 Epoch 9 Batch 61/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.147 Epoch 9 Batch 62/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.235, Loss: 1.108 Epoch 9 Batch 63/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.065 Epoch 9 Batch 64/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.026 Epoch 9 Batch 65/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.235, Loss: 1.125 Epoch 9 Batch 66/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.235, Loss: 1.085 Epoch 9 Batch 67/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.089 Epoch 9 Batch 68/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.065 Epoch 9 Batch 69/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.095 Epoch 9 Batch 70/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.044 Epoch 9 Batch 71/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.062 Epoch 9 Batch 72/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.086 Epoch 9 Batch 73/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.101 Epoch 9 Batch 74/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.236, Loss: 1.087 Epoch 9 Batch 75/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.126 Epoch 9 Batch 76/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.047 Epoch 9 Batch 77/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.236, Loss: 1.095 Epoch 9 Batch 78/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.237, Loss: 1.027 Epoch 9 Batch 79/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.124 Epoch 9 Batch 80/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.237, Loss: 1.103 Epoch 9 Batch 81/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.236, Loss: 1.062 Epoch 9 Batch 82/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.236, Loss: 1.061 Epoch 9 Batch 83/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.236, Loss: 1.083 Epoch 9 Batch 84/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.074 Epoch 9 Batch 85/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.110 Epoch 9 Batch 86/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.125 Epoch 9 Batch 87/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.099 Epoch 9 Batch 88/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.075 Epoch 9 Batch 89/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.103 Epoch 9 Batch 90/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.101 Epoch 9 Batch 91/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.063 Epoch 9 Batch 92/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.085 Epoch 9 Batch 93/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.104 Epoch 9 Batch 94/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.021 Epoch 9 Batch 95/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.236, Loss: 1.051 Epoch 9 Batch 96/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.143 Epoch 9 Batch 97/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.127 Epoch 9 Batch 98/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.121 Epoch 9 Batch 99/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.049 Epoch 9 Batch 100/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.125 Epoch 9 Batch 101/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.050 Epoch 9 Batch 102/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.089 Epoch 9 Batch 103/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 1.108 Epoch 9 Batch 104/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.234, Loss: 1.105 Epoch 9 Batch 105/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.144 Epoch 9 Batch 106/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.234, Loss: 1.098 Epoch 9 Batch 107/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.235, Loss: 1.126 Epoch 9 Batch 108/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.234, Loss: 1.120 Epoch 9 Batch 109/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.114 Epoch 9 Batch 110/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.234, Loss: 1.097 Epoch 9 Batch 111/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.106 Epoch 9 Batch 112/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.140 Epoch 9 Batch 113/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.093 Epoch 9 Batch 114/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.037 Epoch 9 Batch 115/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.118 Epoch 9 Batch 116/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 1.168 Epoch 9 Batch 117/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.141 Epoch 9 Batch 118/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 1.054 Epoch 9 Batch 119/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.078 Epoch 9 Batch 120/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.080 Epoch 9 Batch 121/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.142 Epoch 9 Batch 122/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.066 Epoch 9 Batch 123/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.052 Epoch 9 Batch 124/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.235, Loss: 1.114 Epoch 9 Batch 125/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.100 Epoch 9 Batch 126/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.235, Loss: 1.181 Epoch 9 Batch 127/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.072 Epoch 9 Batch 128/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 1.086 Epoch 9 Batch 129/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.045 Epoch 9 Batch 130/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 1.108 Epoch 9 Batch 131/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.103 Epoch 9 Batch 132/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.143 Epoch 9 Batch 133/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 1.088 Epoch 9 Batch 134/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 1.157 Epoch 9 Batch 135/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.235, Loss: 1.079 Epoch 9 Batch 136/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.011 Epoch 9 Batch 137/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.118 Epoch 9 Batch 138/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.030 Epoch 9 Batch 139/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.128 Epoch 9 Batch 140/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.235, Loss: 1.120 Epoch 9 Batch 141/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.128 Epoch 9 Batch 142/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.076 Epoch 9 Batch 143/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.098 Epoch 9 Batch 144/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 1.155 Epoch 9 Batch 145/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 1.107 Epoch 9 Batch 146/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.118 Epoch 9 Batch 147/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.116 Epoch 9 Batch 148/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.115 Epoch 9 Batch 149/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.083 Epoch 9 Batch 150/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.235, Loss: 1.145 Epoch 9 Batch 151/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 1.020 Epoch 9 Batch 152/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.234, Loss: 1.179 Epoch 9 Batch 153/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.078 Epoch 9 Batch 154/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 1.047 Epoch 9 Batch 155/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.073 Epoch 9 Batch 156/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.096 Epoch 9 Batch 157/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 1.052 Epoch 9 Batch 158/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.095 Epoch 9 Batch 159/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.089 Epoch 9 Batch 160/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.046 Epoch 9 Batch 161/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.068 Epoch 9 Batch 162/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.139 Epoch 9 Batch 163/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 1.151 Epoch 9 Batch 164/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.107 Epoch 9 Batch 165/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 1.121 Epoch 9 Batch 166/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.235, Loss: 1.100 Epoch 9 Batch 167/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.080 Epoch 9 Batch 168/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 1.104 Epoch 9 Batch 169/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 1.083 Epoch 9 Batch 170/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 1.130 Epoch 9 Batch 171/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.234, Loss: 1.064 Epoch 9 Batch 172/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 1.062 Epoch 9 Batch 173/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.233, Loss: 1.099 Epoch 9 Batch 174/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 1.073 Epoch 9 Batch 175/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.073 Epoch 9 Batch 176/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 1.066 Epoch 9 Batch 177/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 1.084 Epoch 9 Batch 178/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.082 Epoch 9 Batch 179/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.234, Loss: 1.086 Epoch 9 Batch 180/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.121 Epoch 9 Batch 181/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.058 Epoch 9 Batch 182/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.075 Epoch 9 Batch 183/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.080 Epoch 9 Batch 184/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.025 Epoch 9 Batch 185/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.115 Epoch 9 Batch 186/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.049 Epoch 9 Batch 187/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.126 Epoch 9 Batch 188/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.089 Epoch 9 Batch 189/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.132 Epoch 9 Batch 190/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.066 Epoch 9 Batch 191/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.235, Loss: 1.028 Epoch 9 Batch 192/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.100 Epoch 9 Batch 193/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.112 Epoch 9 Batch 194/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.057 Epoch 9 Batch 195/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.037 Epoch 9 Batch 196/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.062 Epoch 9 Batch 197/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.081 Epoch 9 Batch 198/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 1.100 Epoch 9 Batch 199/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.075 Epoch 9 Batch 200/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.086 Epoch 9 Batch 201/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.079 Epoch 9 Batch 202/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.091 Epoch 9 Batch 203/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.102 Epoch 9 Batch 204/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.214 Epoch 9 Batch 205/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.087 Epoch 9 Batch 206/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.150 Epoch 9 Batch 207/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 1.077 Epoch 9 Batch 208/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.099 Epoch 9 Batch 209/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.120 Epoch 9 Batch 210/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.234, Loss: 1.061 Epoch 9 Batch 211/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.088 Epoch 9 Batch 212/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 1.120 Epoch 9 Batch 213/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.064 Epoch 9 Batch 214/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.030 Epoch 9 Batch 215/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.109 Epoch 9 Batch 216/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.067 Epoch 9 Batch 217/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.077 Epoch 9 Batch 218/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.235, Loss: 1.062 Epoch 9 Batch 219/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.234, Loss: 1.128 Epoch 9 Batch 220/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.235, Loss: 1.079 Epoch 9 Batch 221/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.235, Loss: 1.060 Epoch 9 Batch 222/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.103 Epoch 9 Batch 223/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.049 Epoch 9 Batch 224/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.158 Epoch 9 Batch 225/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.132 Epoch 9 Batch 226/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.128 Epoch 9 Batch 227/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.120 Epoch 9 Batch 228/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.105 Epoch 9 Batch 229/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.089 Epoch 9 Batch 230/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.082 Epoch 9 Batch 231/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.147 Epoch 9 Batch 232/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.234, Loss: 1.164 Epoch 9 Batch 233/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.066 Epoch 9 Batch 234/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.235, Loss: 1.012 Epoch 9 Batch 235/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 1.062 Epoch 9 Batch 236/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.056 Epoch 9 Batch 237/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.086 Epoch 9 Batch 238/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.050 Epoch 9 Batch 239/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 1.042 Epoch 9 Batch 240/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.094 Epoch 9 Batch 241/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.117 Epoch 9 Batch 242/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.018 Epoch 9 Batch 243/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.114 Epoch 9 Batch 244/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.234, Loss: 1.076 Epoch 9 Batch 245/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.105 Epoch 9 Batch 246/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.070 Epoch 9 Batch 247/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.121 Epoch 9 Batch 248/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.044 Epoch 9 Batch 249/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.234, Loss: 1.087 Epoch 9 Batch 250/1077 - Train Accuracy: 0.238, Validation Accuracy: 0.235, Loss: 1.118 Epoch 9 Batch 251/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 1.147 Epoch 9 Batch 252/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.046 Epoch 9 Batch 253/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.235, Loss: 1.090 Epoch 9 Batch 254/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.108 Epoch 9 Batch 255/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.145 Epoch 9 Batch 256/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.178 Epoch 9 Batch 257/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.066 Epoch 9 Batch 258/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.049 Epoch 9 Batch 259/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.122 Epoch 9 Batch 260/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.048 Epoch 9 Batch 261/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.235, Loss: 1.112 Epoch 9 Batch 262/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.094 Epoch 9 Batch 263/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.092 Epoch 9 Batch 264/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.071 Epoch 9 Batch 265/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.121 Epoch 9 Batch 266/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.169 Epoch 9 Batch 267/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.234, Loss: 1.078 Epoch 9 Batch 268/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.160 Epoch 9 Batch 269/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.235, Loss: 1.115 Epoch 9 Batch 270/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.173 Epoch 9 Batch 271/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.073 Epoch 9 Batch 272/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.134 Epoch 9 Batch 273/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.235, Loss: 1.113 Epoch 9 Batch 274/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.057 Epoch 9 Batch 275/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.078 Epoch 9 Batch 276/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.089 Epoch 9 Batch 277/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 0.998 Epoch 9 Batch 278/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.138 Epoch 9 Batch 279/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.071 Epoch 9 Batch 280/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.132 Epoch 9 Batch 281/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.023 Epoch 9 Batch 282/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 1.136 Epoch 9 Batch 283/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.150 Epoch 9 Batch 284/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 1.087 Epoch 9 Batch 285/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.234, Loss: 1.088 Epoch 9 Batch 286/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.044 Epoch 9 Batch 287/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 1.081 Epoch 9 Batch 288/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.095 Epoch 9 Batch 289/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.076 Epoch 9 Batch 290/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.116 Epoch 9 Batch 291/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 1.076 Epoch 9 Batch 292/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 1.095 Epoch 9 Batch 293/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 1.176 Epoch 9 Batch 294/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.234, Loss: 1.059 Epoch 9 Batch 295/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 1.060 Epoch 9 Batch 296/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.032 Epoch 9 Batch 297/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.148 Epoch 9 Batch 298/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.072 Epoch 9 Batch 299/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.235, Loss: 1.065 Epoch 9 Batch 300/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 1.144 Epoch 9 Batch 301/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.074 Epoch 9 Batch 302/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.062 Epoch 9 Batch 303/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.234, Loss: 1.084 Epoch 9 Batch 304/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 1.055 Epoch 9 Batch 305/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.155 Epoch 9 Batch 306/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.084 Epoch 9 Batch 307/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 1.044 Epoch 9 Batch 308/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 1.156 Epoch 9 Batch 309/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 1.099 Epoch 9 Batch 310/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.140 Epoch 9 Batch 311/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 1.012 Epoch 9 Batch 312/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.101 Epoch 9 Batch 313/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 1.075 Epoch 9 Batch 314/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 1.092 Epoch 9 Batch 315/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 1.058 Epoch 9 Batch 316/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 1.071 Epoch 9 Batch 317/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 1.088 Epoch 9 Batch 318/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.102 Epoch 9 Batch 319/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.061 Epoch 9 Batch 320/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.036 Epoch 9 Batch 321/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.096 Epoch 9 Batch 322/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.235, Loss: 1.115 Epoch 9 Batch 323/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.094 Epoch 9 Batch 324/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.041 Epoch 9 Batch 325/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.236, Loss: 1.044 Epoch 9 Batch 326/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.236, Loss: 1.000 Epoch 9 Batch 327/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.074 Epoch 9 Batch 328/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.236, Loss: 1.074 Epoch 9 Batch 329/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.154 Epoch 9 Batch 330/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.236, Loss: 1.082 Epoch 9 Batch 331/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.235, Loss: 1.125 Epoch 9 Batch 332/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 1.090 Epoch 9 Batch 333/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.235, Loss: 1.194 Epoch 9 Batch 334/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.089 Epoch 9 Batch 335/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.128 Epoch 9 Batch 336/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.165 Epoch 9 Batch 337/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.105 Epoch 9 Batch 338/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 1.073 Epoch 9 Batch 339/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.095 Epoch 9 Batch 340/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.059 Epoch 9 Batch 341/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.236, Loss: 1.078 Epoch 9 Batch 342/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.236, Loss: 1.083 Epoch 9 Batch 343/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.124 Epoch 9 Batch 344/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.099 Epoch 9 Batch 345/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.024 Epoch 9 Batch 346/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.056 Epoch 9 Batch 347/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.136 Epoch 9 Batch 348/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 1.022 Epoch 9 Batch 349/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.236, Loss: 1.023 Epoch 9 Batch 350/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.040 Epoch 9 Batch 351/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.235, Loss: 1.056 Epoch 9 Batch 352/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.132 Epoch 9 Batch 353/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.235, Loss: 1.094 Epoch 9 Batch 354/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.119 Epoch 9 Batch 355/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.075 Epoch 9 Batch 356/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.067 Epoch 9 Batch 357/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.120 Epoch 9 Batch 358/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.075 Epoch 9 Batch 359/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.057 Epoch 9 Batch 360/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.111 Epoch 9 Batch 361/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.234, Loss: 1.129 Epoch 9 Batch 362/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 1.093 Epoch 9 Batch 363/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.111 Epoch 9 Batch 364/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.121 Epoch 9 Batch 365/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.010 Epoch 9 Batch 366/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.015 Epoch 9 Batch 367/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.234, Loss: 1.056 Epoch 9 Batch 368/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.054 Epoch 9 Batch 369/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.135 Epoch 9 Batch 370/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.123 Epoch 9 Batch 371/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.081 Epoch 9 Batch 372/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.072 Epoch 9 Batch 373/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 1.062 Epoch 9 Batch 374/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.021 Epoch 9 Batch 375/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.235, Loss: 1.054 Epoch 9 Batch 376/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.234, Loss: 1.094 Epoch 9 Batch 377/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.110 Epoch 9 Batch 378/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.095 Epoch 9 Batch 379/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.073 Epoch 9 Batch 380/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.058 Epoch 9 Batch 381/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.138 Epoch 9 Batch 382/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.171 Epoch 9 Batch 383/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 1.056 Epoch 9 Batch 384/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 1.074 Epoch 9 Batch 385/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.096 Epoch 9 Batch 386/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 1.120 Epoch 9 Batch 387/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.094 Epoch 9 Batch 388/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 1.130 Epoch 9 Batch 389/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.100 Epoch 9 Batch 390/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 1.108 Epoch 9 Batch 391/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.234, Loss: 1.058 Epoch 9 Batch 392/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.079 Epoch 9 Batch 393/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.092 Epoch 9 Batch 394/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.115 Epoch 9 Batch 395/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.037 Epoch 9 Batch 396/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.111 Epoch 9 Batch 397/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.145 Epoch 9 Batch 398/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 1.066 Epoch 9 Batch 399/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 1.117 Epoch 9 Batch 400/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.048 Epoch 9 Batch 401/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.062 Epoch 9 Batch 402/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.115 Epoch 9 Batch 403/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.115 Epoch 9 Batch 404/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.079 Epoch 9 Batch 405/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 1.093 Epoch 9 Batch 406/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.234, Loss: 1.036 Epoch 9 Batch 407/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.075 Epoch 9 Batch 408/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.064 Epoch 9 Batch 409/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 1.053 Epoch 9 Batch 410/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 1.095 Epoch 9 Batch 411/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 1.051 Epoch 9 Batch 412/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.055 Epoch 9 Batch 413/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.066 Epoch 9 Batch 414/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 1.031 Epoch 9 Batch 415/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.099 Epoch 9 Batch 416/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 1.034 Epoch 9 Batch 417/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.135 Epoch 9 Batch 418/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.031 Epoch 9 Batch 419/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.043 Epoch 9 Batch 420/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.016 Epoch 9 Batch 421/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 1.101 Epoch 9 Batch 422/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 1.093 Epoch 9 Batch 423/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.180 Epoch 9 Batch 424/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.077 Epoch 9 Batch 425/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.037 Epoch 9 Batch 426/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.090 Epoch 9 Batch 427/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.036 Epoch 9 Batch 428/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.234, Loss: 1.098 Epoch 9 Batch 429/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.018 Epoch 9 Batch 430/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.071 Epoch 9 Batch 431/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 1.101 Epoch 9 Batch 432/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 1.055 Epoch 9 Batch 433/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.007 Epoch 9 Batch 434/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 1.023 Epoch 9 Batch 435/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 1.129 Epoch 9 Batch 436/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.065 Epoch 9 Batch 437/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.032 Epoch 9 Batch 438/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.032 Epoch 9 Batch 439/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.040 Epoch 9 Batch 440/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.110 Epoch 9 Batch 441/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.090 Epoch 9 Batch 442/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.146 Epoch 9 Batch 443/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 1.130 Epoch 9 Batch 444/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.080 Epoch 9 Batch 445/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 1.073 Epoch 9 Batch 446/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 1.059 Epoch 9 Batch 447/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.121 Epoch 9 Batch 448/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 1.110 Epoch 9 Batch 449/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.093 Epoch 9 Batch 450/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.071 Epoch 9 Batch 451/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.086 Epoch 9 Batch 452/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.079 Epoch 9 Batch 453/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 1.071 Epoch 9 Batch 454/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.015 Epoch 9 Batch 455/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.234, Loss: 1.094 Epoch 9 Batch 456/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 1.161 Epoch 9 Batch 457/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.062 Epoch 9 Batch 458/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.062 Epoch 9 Batch 459/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.064 Epoch 9 Batch 460/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.087 Epoch 9 Batch 461/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.021 Epoch 9 Batch 462/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.099 Epoch 9 Batch 463/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.083 Epoch 9 Batch 464/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.234, Loss: 1.056 Epoch 9 Batch 465/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 1.147 Epoch 9 Batch 466/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.115 Epoch 9 Batch 467/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 1.078 Epoch 9 Batch 468/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 1.115 Epoch 9 Batch 469/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.127 Epoch 9 Batch 470/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 1.064 Epoch 9 Batch 471/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 1.035 Epoch 9 Batch 472/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.234, Loss: 1.066 Epoch 9 Batch 473/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.110 Epoch 9 Batch 474/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.158 Epoch 9 Batch 475/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.234, Loss: 1.034 Epoch 9 Batch 476/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.234, Loss: 1.084 Epoch 9 Batch 477/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.234, Loss: 1.076 Epoch 9 Batch 478/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.235, Loss: 1.160 Epoch 9 Batch 479/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.104 Epoch 9 Batch 480/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.235, Loss: 1.081 Epoch 9 Batch 481/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.092 Epoch 9 Batch 482/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 1.061 Epoch 9 Batch 483/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.022 Epoch 9 Batch 484/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 1.016 Epoch 9 Batch 485/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.104 Epoch 9 Batch 486/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 1.051 Epoch 9 Batch 487/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 1.118 Epoch 9 Batch 488/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 1.120 Epoch 9 Batch 489/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.080 Epoch 9 Batch 490/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.102 Epoch 9 Batch 491/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.043 Epoch 9 Batch 492/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.116 Epoch 9 Batch 493/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 1.036 Epoch 9 Batch 494/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 1.091 Epoch 9 Batch 495/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 1.092 Epoch 9 Batch 496/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 1.095 Epoch 9 Batch 497/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 1.097 Epoch 9 Batch 498/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.086 Epoch 9 Batch 499/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 1.050 Epoch 9 Batch 500/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.040 Epoch 9 Batch 501/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 1.073 Epoch 9 Batch 502/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.094 Epoch 9 Batch 503/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.082 Epoch 9 Batch 504/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.072 Epoch 9 Batch 505/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.051 Epoch 9 Batch 506/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.091 Epoch 9 Batch 507/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.102 Epoch 9 Batch 508/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.133 Epoch 9 Batch 509/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.077 Epoch 9 Batch 510/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.104 Epoch 9 Batch 511/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.235, Loss: 1.063 Epoch 9 Batch 512/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.048 Epoch 9 Batch 513/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.019 Epoch 9 Batch 514/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.101 Epoch 9 Batch 515/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.078 Epoch 9 Batch 516/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.018 Epoch 9 Batch 517/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 1.056 Epoch 9 Batch 518/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.036 Epoch 9 Batch 519/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.127 Epoch 9 Batch 520/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.043 Epoch 9 Batch 521/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.090 Epoch 9 Batch 522/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.094 Epoch 9 Batch 523/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.067 Epoch 9 Batch 524/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.036 Epoch 9 Batch 525/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.235, Loss: 1.100 Epoch 9 Batch 526/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.120 Epoch 9 Batch 527/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.235, Loss: 1.071 Epoch 9 Batch 528/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.056 Epoch 9 Batch 529/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.014 Epoch 9 Batch 530/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.125 Epoch 9 Batch 531/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.042 Epoch 9 Batch 532/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 1.071 Epoch 9 Batch 533/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.032 Epoch 9 Batch 534/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 1.116 Epoch 9 Batch 535/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.036 Epoch 9 Batch 536/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.022 Epoch 9 Batch 537/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.086 Epoch 9 Batch 538/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.066 Epoch 9 Batch 539/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.060 Epoch 9 Batch 540/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.070 Epoch 9 Batch 541/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.118 Epoch 9 Batch 542/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.155 Epoch 9 Batch 543/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.072 Epoch 9 Batch 544/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.110 Epoch 9 Batch 545/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.147 Epoch 9 Batch 546/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.117 Epoch 9 Batch 547/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.121 Epoch 9 Batch 548/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.047 Epoch 9 Batch 549/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.055 Epoch 9 Batch 550/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.046 Epoch 9 Batch 551/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.080 Epoch 9 Batch 552/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.092 Epoch 9 Batch 553/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.122 Epoch 9 Batch 554/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 1.056 Epoch 9 Batch 555/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 1.092 Epoch 9 Batch 556/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.094 Epoch 9 Batch 557/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 1.018 Epoch 9 Batch 558/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.105 Epoch 9 Batch 559/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 1.069 Epoch 9 Batch 560/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.064 Epoch 9 Batch 561/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 1.047 Epoch 9 Batch 562/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 1.080 Epoch 9 Batch 563/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.073 Epoch 9 Batch 564/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 1.096 Epoch 9 Batch 565/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.105 Epoch 9 Batch 566/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.044 Epoch 9 Batch 567/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.106 Epoch 9 Batch 568/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 1.004 Epoch 9 Batch 569/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 1.091 Epoch 9 Batch 570/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.233, Loss: 1.081 Epoch 9 Batch 571/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 1.154 Epoch 9 Batch 572/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.233, Loss: 1.053 Epoch 9 Batch 573/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 1.107 Epoch 9 Batch 574/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 1.069 Epoch 9 Batch 575/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 1.103 Epoch 9 Batch 576/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 1.031 Epoch 9 Batch 577/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 1.022 Epoch 9 Batch 578/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.050 Epoch 9 Batch 579/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.087 Epoch 9 Batch 580/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 1.069 Epoch 9 Batch 581/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.034 Epoch 9 Batch 582/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.138 Epoch 9 Batch 583/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 1.156 Epoch 9 Batch 584/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.071 Epoch 9 Batch 585/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 1.106 Epoch 9 Batch 586/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 1.066 Epoch 9 Batch 587/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.088 Epoch 9 Batch 588/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 1.085 Epoch 9 Batch 589/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 1.103 Epoch 9 Batch 590/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 1.152 Epoch 9 Batch 591/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.234, Loss: 0.990 Epoch 9 Batch 592/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.065 Epoch 9 Batch 593/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.111 Epoch 9 Batch 594/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.086 Epoch 9 Batch 595/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.103 Epoch 9 Batch 596/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.106 Epoch 9 Batch 597/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 1.102 Epoch 9 Batch 598/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 1.071 Epoch 9 Batch 599/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.132 Epoch 9 Batch 600/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 1.061 Epoch 9 Batch 601/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.083 Epoch 9 Batch 602/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.143 Epoch 9 Batch 603/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 1.104 Epoch 9 Batch 604/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.119 Epoch 9 Batch 605/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.235, Loss: 1.049 Epoch 9 Batch 606/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.104 Epoch 9 Batch 607/1077 - Train Accuracy: 0.240, Validation Accuracy: 0.234, Loss: 1.050 Epoch 9 Batch 608/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.120 Epoch 9 Batch 609/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.055 Epoch 9 Batch 610/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 1.160 Epoch 9 Batch 611/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 1.030 Epoch 9 Batch 612/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.235, Loss: 1.118 Epoch 9 Batch 613/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.133 Epoch 9 Batch 614/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.080 Epoch 9 Batch 615/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.052 Epoch 9 Batch 616/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.235, Loss: 1.064 Epoch 9 Batch 617/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.056 Epoch 9 Batch 618/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.236, Loss: 1.116 Epoch 9 Batch 619/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.067 Epoch 9 Batch 620/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.065 Epoch 9 Batch 621/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.237, Loss: 1.029 Epoch 9 Batch 622/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.237, Loss: 1.092 Epoch 9 Batch 623/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.237, Loss: 1.080 Epoch 9 Batch 624/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.237, Loss: 1.078 Epoch 9 Batch 625/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.067 Epoch 9 Batch 626/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.237, Loss: 1.094 Epoch 9 Batch 627/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.237, Loss: 1.042 Epoch 9 Batch 628/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.237, Loss: 1.090 Epoch 9 Batch 629/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.237, Loss: 1.082 Epoch 9 Batch 630/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.237, Loss: 1.102 Epoch 9 Batch 631/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.031 Epoch 9 Batch 632/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.237, Loss: 1.091 Epoch 9 Batch 633/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.237, Loss: 1.055 Epoch 9 Batch 634/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.237, Loss: 1.063 Epoch 9 Batch 635/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.237, Loss: 1.101 Epoch 9 Batch 636/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.236, Loss: 1.024 Epoch 9 Batch 637/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.236, Loss: 1.088 Epoch 9 Batch 638/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.236, Loss: 1.058 Epoch 9 Batch 639/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.236, Loss: 1.019 Epoch 9 Batch 640/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.236, Loss: 1.065 Epoch 9 Batch 641/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.015 Epoch 9 Batch 642/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.096 Epoch 9 Batch 643/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.079 Epoch 9 Batch 644/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.072 Epoch 9 Batch 645/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.235, Loss: 1.129 Epoch 9 Batch 646/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 1.072 Epoch 9 Batch 647/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.094 Epoch 9 Batch 648/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.093 Epoch 9 Batch 649/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.063 Epoch 9 Batch 650/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.049 Epoch 9 Batch 651/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.068 Epoch 9 Batch 652/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.235, Loss: 1.104 Epoch 9 Batch 653/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.076 Epoch 9 Batch 654/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.045 Epoch 9 Batch 655/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.105 Epoch 9 Batch 656/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.072 Epoch 9 Batch 657/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.235, Loss: 1.096 Epoch 9 Batch 658/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.071 Epoch 9 Batch 659/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.112 Epoch 9 Batch 660/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.085 Epoch 9 Batch 661/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.049 Epoch 9 Batch 662/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 1.076 Epoch 9 Batch 663/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.066 Epoch 9 Batch 664/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.138 Epoch 9 Batch 665/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.038 Epoch 9 Batch 666/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.118 Epoch 9 Batch 667/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.235, Loss: 1.111 Epoch 9 Batch 668/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.084 Epoch 9 Batch 669/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.046 Epoch 9 Batch 670/1077 - Train Accuracy: 0.240, Validation Accuracy: 0.235, Loss: 1.149 Epoch 9 Batch 671/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.235, Loss: 1.152 Epoch 9 Batch 672/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.054 Epoch 9 Batch 673/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 1.015 Epoch 9 Batch 674/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.073 Epoch 9 Batch 675/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.092 Epoch 9 Batch 676/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 1.055 Epoch 9 Batch 677/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.070 Epoch 9 Batch 678/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 1.077 Epoch 9 Batch 679/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 1.007 Epoch 9 Batch 680/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.029 Epoch 9 Batch 681/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.073 Epoch 9 Batch 682/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.235, Loss: 1.105 Epoch 9 Batch 683/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.105 Epoch 9 Batch 684/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.090 Epoch 9 Batch 685/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.053 Epoch 9 Batch 686/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.235, Loss: 1.083 Epoch 9 Batch 687/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.067 Epoch 9 Batch 688/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.110 Epoch 9 Batch 689/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.077 Epoch 9 Batch 690/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.057 Epoch 9 Batch 691/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.067 Epoch 9 Batch 692/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.012 Epoch 9 Batch 693/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.235, Loss: 1.179 Epoch 9 Batch 694/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 1.060 Epoch 9 Batch 695/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.235, Loss: 1.018 Epoch 9 Batch 696/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.084 Epoch 9 Batch 697/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.106 Epoch 9 Batch 698/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.125 Epoch 9 Batch 699/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.235, Loss: 1.034 Epoch 9 Batch 700/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.038 Epoch 9 Batch 701/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.079 Epoch 9 Batch 702/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.090 Epoch 9 Batch 703/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.077 Epoch 9 Batch 704/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 1.063 Epoch 9 Batch 705/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.235, Loss: 1.069 Epoch 9 Batch 706/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.076 Epoch 9 Batch 707/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.123 Epoch 9 Batch 708/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 1.034 Epoch 9 Batch 709/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.047 Epoch 9 Batch 710/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.084 Epoch 9 Batch 711/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.061 Epoch 9 Batch 712/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.104 Epoch 9 Batch 713/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.234, Loss: 1.050 Epoch 9 Batch 714/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 1.105 Epoch 9 Batch 715/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.130 Epoch 9 Batch 716/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.101 Epoch 9 Batch 717/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.235, Loss: 1.025 Epoch 9 Batch 718/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.063 Epoch 9 Batch 719/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.081 Epoch 9 Batch 720/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.235, Loss: 1.071 Epoch 9 Batch 721/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.068 Epoch 9 Batch 722/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.014 Epoch 9 Batch 723/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.046 Epoch 9 Batch 724/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 1.144 Epoch 9 Batch 725/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 1.079 Epoch 9 Batch 726/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.057 Epoch 9 Batch 727/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.066 Epoch 9 Batch 728/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.090 Epoch 9 Batch 729/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.063 Epoch 9 Batch 730/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 1.112 Epoch 9 Batch 731/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.092 Epoch 9 Batch 732/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 1.093 Epoch 9 Batch 733/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.055 Epoch 9 Batch 734/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 1.070 Epoch 9 Batch 735/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.069 Epoch 9 Batch 736/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.074 Epoch 9 Batch 737/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.071 Epoch 9 Batch 738/1077 - Train Accuracy: 0.293, Validation Accuracy: 0.235, Loss: 1.090 Epoch 9 Batch 739/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.074 Epoch 9 Batch 740/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 1.079 Epoch 9 Batch 741/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.080 Epoch 9 Batch 742/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.045 Epoch 9 Batch 743/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.040 Epoch 9 Batch 744/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.093 Epoch 9 Batch 745/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.021 Epoch 9 Batch 746/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.079 Epoch 9 Batch 747/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 1.086 Epoch 9 Batch 748/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.112 Epoch 9 Batch 749/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.076 Epoch 9 Batch 750/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.077 Epoch 9 Batch 751/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.063 Epoch 9 Batch 752/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 1.040 Epoch 9 Batch 753/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.053 Epoch 9 Batch 754/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 1.106 Epoch 9 Batch 755/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.030 Epoch 9 Batch 756/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 1.074 Epoch 9 Batch 757/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 1.122 Epoch 9 Batch 758/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 1.039 Epoch 9 Batch 759/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 1.047 Epoch 9 Batch 760/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.054 Epoch 9 Batch 761/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.235, Loss: 1.122 Epoch 9 Batch 762/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.100 Epoch 9 Batch 763/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 1.049 Epoch 9 Batch 764/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.235, Loss: 1.104 Epoch 9 Batch 765/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.076 Epoch 9 Batch 766/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 1.049 Epoch 9 Batch 767/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 1.046 Epoch 9 Batch 768/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.112 Epoch 9 Batch 769/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.089 Epoch 9 Batch 770/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.235, Loss: 1.067 Epoch 9 Batch 771/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.035 Epoch 9 Batch 772/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.011 Epoch 9 Batch 773/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.039 Epoch 9 Batch 774/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.060 Epoch 9 Batch 775/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.027 Epoch 9 Batch 776/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.001 Epoch 9 Batch 777/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.088 Epoch 9 Batch 778/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 1.036 Epoch 9 Batch 779/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.039 Epoch 9 Batch 780/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.118 Epoch 9 Batch 781/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 1.115 Epoch 9 Batch 782/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.023 Epoch 9 Batch 783/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 1.043 Epoch 9 Batch 784/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.106 Epoch 9 Batch 785/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.042 Epoch 9 Batch 786/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.085 Epoch 9 Batch 787/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.048 Epoch 9 Batch 788/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.044 Epoch 9 Batch 789/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 1.115 Epoch 9 Batch 790/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.091 Epoch 9 Batch 791/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.088 Epoch 9 Batch 792/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.085 Epoch 9 Batch 793/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 1.030 Epoch 9 Batch 794/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.146 Epoch 9 Batch 795/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.096 Epoch 9 Batch 796/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.055 Epoch 9 Batch 797/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.066 Epoch 9 Batch 798/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.045 Epoch 9 Batch 799/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.043 Epoch 9 Batch 800/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.068 Epoch 9 Batch 801/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.040 Epoch 9 Batch 802/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.069 Epoch 9 Batch 803/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.143 Epoch 9 Batch 804/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.036 Epoch 9 Batch 805/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 1.027 Epoch 9 Batch 806/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.234, Loss: 1.091 Epoch 9 Batch 807/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.060 Epoch 9 Batch 808/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.122 Epoch 9 Batch 809/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 1.080 Epoch 9 Batch 810/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.078 Epoch 9 Batch 811/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.092 Epoch 9 Batch 812/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.053 Epoch 9 Batch 813/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 1.061 Epoch 9 Batch 814/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.087 Epoch 9 Batch 815/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 1.070 Epoch 9 Batch 816/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.234, Loss: 1.138 Epoch 9 Batch 817/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.112 Epoch 9 Batch 818/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.072 Epoch 9 Batch 819/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.083 Epoch 9 Batch 820/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.051 Epoch 9 Batch 821/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.084 Epoch 9 Batch 822/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.084 Epoch 9 Batch 823/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.073 Epoch 9 Batch 824/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 1.059 Epoch 9 Batch 825/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.094 Epoch 9 Batch 826/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 1.060 Epoch 9 Batch 827/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 1.106 Epoch 9 Batch 828/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.072 Epoch 9 Batch 829/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.234, Loss: 1.066 Epoch 9 Batch 830/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.146 Epoch 9 Batch 831/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.234, Loss: 1.120 Epoch 9 Batch 832/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.116 Epoch 9 Batch 833/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.090 Epoch 9 Batch 834/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.235, Loss: 1.053 Epoch 9 Batch 835/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.084 Epoch 9 Batch 836/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 1.026 Epoch 9 Batch 837/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.095 Epoch 9 Batch 838/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.052 Epoch 9 Batch 839/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.055 Epoch 9 Batch 840/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.022 Epoch 9 Batch 841/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 1.037 Epoch 9 Batch 842/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.054 Epoch 9 Batch 843/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 1.104 Epoch 9 Batch 844/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 1.062 Epoch 9 Batch 845/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.064 Epoch 9 Batch 846/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.105 Epoch 9 Batch 847/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.147 Epoch 9 Batch 848/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.091 Epoch 9 Batch 849/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.001 Epoch 9 Batch 850/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 1.113 Epoch 9 Batch 851/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 1.028 Epoch 9 Batch 852/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.047 Epoch 9 Batch 853/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 1.037 Epoch 9 Batch 854/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.098 Epoch 9 Batch 855/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.000 Epoch 9 Batch 856/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.075 Epoch 9 Batch 857/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.039 Epoch 9 Batch 858/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.150 Epoch 9 Batch 859/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.235, Loss: 1.100 Epoch 9 Batch 860/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.987 Epoch 9 Batch 861/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.054 Epoch 9 Batch 862/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.099 Epoch 9 Batch 863/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 1.069 Epoch 9 Batch 864/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.037 Epoch 9 Batch 865/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.233, Loss: 1.067 Epoch 9 Batch 866/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 1.041 Epoch 9 Batch 867/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.110 Epoch 9 Batch 868/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.071 Epoch 9 Batch 869/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.162 Epoch 9 Batch 870/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 1.066 Epoch 9 Batch 871/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.014 Epoch 9 Batch 872/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.086 Epoch 9 Batch 873/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.026 Epoch 9 Batch 874/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.026 Epoch 9 Batch 875/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 1.080 Epoch 9 Batch 876/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.092 Epoch 9 Batch 877/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.056 Epoch 9 Batch 878/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 1.068 Epoch 9 Batch 879/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.101 Epoch 9 Batch 880/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.084 Epoch 9 Batch 881/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.088 Epoch 9 Batch 882/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 1.122 Epoch 9 Batch 883/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 1.143 Epoch 9 Batch 884/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.049 Epoch 9 Batch 885/1077 - Train Accuracy: 0.238, Validation Accuracy: 0.234, Loss: 1.083 Epoch 9 Batch 886/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.060 Epoch 9 Batch 887/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.108 Epoch 9 Batch 888/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 1.091 Epoch 9 Batch 889/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.234, Loss: 1.023 Epoch 9 Batch 890/1077 - Train Accuracy: 0.209, Validation Accuracy: 0.234, Loss: 1.048 Epoch 9 Batch 891/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 1.085 Epoch 9 Batch 892/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 1.046 Epoch 9 Batch 893/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 1.054 Epoch 9 Batch 894/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 1.084 Epoch 9 Batch 895/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.025 Epoch 9 Batch 896/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.234, Loss: 1.090 Epoch 9 Batch 897/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 1.045 Epoch 9 Batch 898/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.025 Epoch 9 Batch 899/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.026 Epoch 9 Batch 900/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.041 Epoch 9 Batch 901/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.077 Epoch 9 Batch 902/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.234, Loss: 1.052 Epoch 9 Batch 903/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.085 Epoch 9 Batch 904/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.017 Epoch 9 Batch 905/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.048 Epoch 9 Batch 906/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.098 Epoch 9 Batch 907/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.067 Epoch 9 Batch 908/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.124 Epoch 9 Batch 909/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.090 Epoch 9 Batch 910/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 1.033 Epoch 9 Batch 911/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.233, Loss: 1.022 Epoch 9 Batch 912/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 1.091 Epoch 9 Batch 913/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.114 Epoch 9 Batch 914/1077 - Train Accuracy: 0.299, Validation Accuracy: 0.234, Loss: 1.058 Epoch 9 Batch 915/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.998 Epoch 9 Batch 916/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.052 Epoch 9 Batch 917/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.056 Epoch 9 Batch 918/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 1.003 Epoch 9 Batch 919/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.234, Loss: 1.101 Epoch 9 Batch 920/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.118 Epoch 9 Batch 921/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.089 Epoch 9 Batch 922/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 1.027 Epoch 9 Batch 923/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 1.046 Epoch 9 Batch 924/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 1.024 Epoch 9 Batch 925/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.234, Loss: 1.005 Epoch 9 Batch 926/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.037 Epoch 9 Batch 927/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.079 Epoch 9 Batch 928/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.138 Epoch 9 Batch 929/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.132 Epoch 9 Batch 930/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 1.042 Epoch 9 Batch 931/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.077 Epoch 9 Batch 932/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.088 Epoch 9 Batch 933/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.085 Epoch 9 Batch 934/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.043 Epoch 9 Batch 935/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.067 Epoch 9 Batch 936/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.057 Epoch 9 Batch 937/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.234, Loss: 1.075 Epoch 9 Batch 938/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.115 Epoch 9 Batch 939/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 1.085 Epoch 9 Batch 940/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.045 Epoch 9 Batch 941/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 1.052 Epoch 9 Batch 942/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.991 Epoch 9 Batch 943/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.090 Epoch 9 Batch 944/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.065 Epoch 9 Batch 945/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.016 Epoch 9 Batch 946/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 0.987 Epoch 9 Batch 947/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 1.102 Epoch 9 Batch 948/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.037 Epoch 9 Batch 949/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 1.074 Epoch 9 Batch 950/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 1.045 Epoch 9 Batch 951/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.114 Epoch 9 Batch 952/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.046 Epoch 9 Batch 953/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.234, Loss: 1.077 Epoch 9 Batch 954/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.165 Epoch 9 Batch 955/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.101 Epoch 9 Batch 956/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.011 Epoch 9 Batch 957/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.041 Epoch 9 Batch 958/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.119 Epoch 9 Batch 959/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.024 Epoch 9 Batch 960/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 1.026 Epoch 9 Batch 961/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.049 Epoch 9 Batch 962/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 1.048 Epoch 9 Batch 963/1077 - Train Accuracy: 0.068, Validation Accuracy: 0.234, Loss: 1.059 Epoch 9 Batch 964/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 1.061 Epoch 9 Batch 965/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.234, Loss: 1.070 Epoch 9 Batch 966/1077 - Train Accuracy: 0.266, Validation Accuracy: 0.234, Loss: 1.035 Epoch 9 Batch 967/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.030 Epoch 9 Batch 968/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 1.103 Epoch 9 Batch 969/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.048 Epoch 9 Batch 970/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.044 Epoch 9 Batch 971/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.990 Epoch 9 Batch 972/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.130 Epoch 9 Batch 973/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.065 Epoch 9 Batch 974/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.004 Epoch 9 Batch 975/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.234, Loss: 1.046 Epoch 9 Batch 976/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.037 Epoch 9 Batch 977/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 1.073 Epoch 9 Batch 978/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.053 Epoch 9 Batch 979/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 1.085 Epoch 9 Batch 980/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.996 Epoch 9 Batch 981/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.097 Epoch 9 Batch 982/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.065 Epoch 9 Batch 983/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.234, Loss: 1.115 Epoch 9 Batch 984/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.108 Epoch 9 Batch 985/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.030 Epoch 9 Batch 986/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.033 Epoch 9 Batch 987/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 1.056 Epoch 9 Batch 988/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.124 Epoch 9 Batch 989/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.072 Epoch 9 Batch 990/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.235, Loss: 1.105 Epoch 9 Batch 991/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.235, Loss: 1.052 Epoch 9 Batch 992/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.107 Epoch 9 Batch 993/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.092 Epoch 9 Batch 994/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.071 Epoch 9 Batch 995/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.018 Epoch 9 Batch 996/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.065 Epoch 9 Batch 997/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.235, Loss: 1.111 Epoch 9 Batch 998/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.077 Epoch 9 Batch 999/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.110 Epoch 9 Batch 1000/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.054 Epoch 9 Batch 1001/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.235, Loss: 1.092 Epoch 9 Batch 1002/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 0.978 Epoch 9 Batch 1003/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 1.069 Epoch 9 Batch 1004/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.102 Epoch 9 Batch 1005/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.107 Epoch 9 Batch 1006/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.058 Epoch 9 Batch 1007/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.029 Epoch 9 Batch 1008/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.061 Epoch 9 Batch 1009/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.050 Epoch 9 Batch 1010/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.030 Epoch 9 Batch 1011/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.052 Epoch 9 Batch 1012/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.234, Loss: 1.069 Epoch 9 Batch 1013/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.987 Epoch 9 Batch 1014/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.015 Epoch 9 Batch 1015/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 1.141 Epoch 9 Batch 1016/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.094 Epoch 9 Batch 1017/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.234, Loss: 1.013 Epoch 9 Batch 1018/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 1.117 Epoch 9 Batch 1019/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 1.069 Epoch 9 Batch 1020/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.090 Epoch 9 Batch 1021/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.085 Epoch 9 Batch 1022/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.067 Epoch 9 Batch 1023/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.234, Loss: 0.982 Epoch 9 Batch 1024/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.063 Epoch 9 Batch 1025/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.053 Epoch 9 Batch 1026/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 1.118 Epoch 9 Batch 1027/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.097 Epoch 9 Batch 1028/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 1.051 Epoch 9 Batch 1029/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.054 Epoch 9 Batch 1030/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.078 Epoch 9 Batch 1031/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.234, Loss: 1.050 Epoch 9 Batch 1032/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 1.110 Epoch 9 Batch 1033/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 1.078 Epoch 9 Batch 1034/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.998 Epoch 9 Batch 1035/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 1.047 Epoch 9 Batch 1036/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 1.114 Epoch 9 Batch 1037/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.096 Epoch 9 Batch 1038/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.089 Epoch 9 Batch 1039/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 1.053 Epoch 9 Batch 1040/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 1.073 Epoch 9 Batch 1041/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 1.078 Epoch 9 Batch 1042/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 1.068 Epoch 9 Batch 1043/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 1.135 Epoch 9 Batch 1044/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.049 Epoch 9 Batch 1045/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 1.077 Epoch 9 Batch 1046/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.084 Epoch 9 Batch 1047/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.038 Epoch 9 Batch 1048/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.973 Epoch 9 Batch 1049/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.037 Epoch 9 Batch 1050/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.074 Epoch 9 Batch 1051/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.067 Epoch 9 Batch 1052/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 1.029 Epoch 9 Batch 1053/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 1.088 Epoch 9 Batch 1054/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.090 Epoch 9 Batch 1055/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 1.092 Epoch 9 Batch 1056/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.076 Epoch 9 Batch 1057/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 1.140 Epoch 9 Batch 1058/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 1.136 Epoch 9 Batch 1059/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.234, Loss: 1.040 Epoch 9 Batch 1060/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.053 Epoch 9 Batch 1061/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.058 Epoch 9 Batch 1062/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 1.020 Epoch 9 Batch 1063/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.078 Epoch 9 Batch 1064/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.058 Epoch 9 Batch 1065/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.016 Epoch 9 Batch 1066/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.049 Epoch 9 Batch 1067/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 1.126 Epoch 9 Batch 1068/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.998 Epoch 9 Batch 1069/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.060 Epoch 9 Batch 1070/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 1.007 Epoch 9 Batch 1071/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.062 Epoch 9 Batch 1072/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.096 Epoch 9 Batch 1073/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.048 Epoch 9 Batch 1074/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 1.041 Epoch 9 Batch 1075/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.235, Loss: 1.055 Epoch 10 Batch 0/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.069 Epoch 10 Batch 1/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 1.078 Epoch 10 Batch 2/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.235, Loss: 1.057 Epoch 10 Batch 3/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.235, Loss: 1.144 Epoch 10 Batch 4/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.057 Epoch 10 Batch 5/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.008 Epoch 10 Batch 6/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.036 Epoch 10 Batch 7/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 1.062 Epoch 10 Batch 8/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 1.092 Epoch 10 Batch 9/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.060 Epoch 10 Batch 10/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 1.060 Epoch 10 Batch 11/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 1.077 Epoch 10 Batch 12/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 1.144 Epoch 10 Batch 13/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 1.082 Epoch 10 Batch 14/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 1.062 Epoch 10 Batch 15/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.063 Epoch 10 Batch 16/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.076 Epoch 10 Batch 17/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.077 Epoch 10 Batch 18/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.047 Epoch 10 Batch 19/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.057 Epoch 10 Batch 20/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.090 Epoch 10 Batch 21/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.134 Epoch 10 Batch 22/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.065 Epoch 10 Batch 23/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.034 Epoch 10 Batch 24/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.100 Epoch 10 Batch 25/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.034 Epoch 10 Batch 26/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 1.070 Epoch 10 Batch 27/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.045 Epoch 10 Batch 28/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.050 Epoch 10 Batch 29/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.998 Epoch 10 Batch 30/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.979 Epoch 10 Batch 31/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.070 Epoch 10 Batch 32/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 1.046 Epoch 10 Batch 33/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 1.044 Epoch 10 Batch 34/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.022 Epoch 10 Batch 35/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.091 Epoch 10 Batch 36/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 1.037 Epoch 10 Batch 37/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.114 Epoch 10 Batch 38/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.234, Loss: 1.111 Epoch 10 Batch 39/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.117 Epoch 10 Batch 40/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.118 Epoch 10 Batch 41/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.106 Epoch 10 Batch 42/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.112 Epoch 10 Batch 43/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.234, Loss: 1.045 Epoch 10 Batch 44/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 1.064 Epoch 10 Batch 45/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.050 Epoch 10 Batch 46/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.234, Loss: 1.104 Epoch 10 Batch 47/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.982 Epoch 10 Batch 48/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.068 Epoch 10 Batch 49/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.234, Loss: 1.035 Epoch 10 Batch 50/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.048 Epoch 10 Batch 51/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.008 Epoch 10 Batch 52/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.096 Epoch 10 Batch 53/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.234, Loss: 1.066 Epoch 10 Batch 54/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.092 Epoch 10 Batch 55/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.060 Epoch 10 Batch 56/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.035 Epoch 10 Batch 57/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.234, Loss: 1.030 Epoch 10 Batch 58/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.074 Epoch 10 Batch 59/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 1.101 Epoch 10 Batch 60/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 1.082 Epoch 10 Batch 61/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.113 Epoch 10 Batch 62/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 1.112 Epoch 10 Batch 63/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 1.060 Epoch 10 Batch 64/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.041 Epoch 10 Batch 65/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 1.078 Epoch 10 Batch 66/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.234, Loss: 1.080 Epoch 10 Batch 67/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.080 Epoch 10 Batch 68/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.152 Epoch 10 Batch 69/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.083 Epoch 10 Batch 70/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.235, Loss: 1.120 Epoch 10 Batch 71/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.044 Epoch 10 Batch 72/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.001 Epoch 10 Batch 73/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 1.073 Epoch 10 Batch 74/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 1.056 Epoch 10 Batch 75/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 1.122 Epoch 10 Batch 76/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 1.052 Epoch 10 Batch 77/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.053 Epoch 10 Batch 78/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.235, Loss: 1.058 Epoch 10 Batch 79/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.077 Epoch 10 Batch 80/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 1.081 Epoch 10 Batch 81/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 1.027 Epoch 10 Batch 82/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.234, Loss: 1.031 Epoch 10 Batch 83/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 1.127 Epoch 10 Batch 84/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.047 Epoch 10 Batch 85/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.999 Epoch 10 Batch 86/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.051 Epoch 10 Batch 87/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.085 Epoch 10 Batch 88/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.043 Epoch 10 Batch 89/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 0.992 Epoch 10 Batch 90/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.120 Epoch 10 Batch 91/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 1.061 Epoch 10 Batch 92/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 1.077 Epoch 10 Batch 93/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.100 Epoch 10 Batch 94/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.090 Epoch 10 Batch 95/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 1.079 Epoch 10 Batch 96/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 1.006 Epoch 10 Batch 97/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 1.119 Epoch 10 Batch 98/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 1.065 Epoch 10 Batch 99/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 1.061 Epoch 10 Batch 100/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 1.076 Epoch 10 Batch 101/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.005 Epoch 10 Batch 102/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 1.062 Epoch 10 Batch 103/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 1.086 Epoch 10 Batch 104/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.234, Loss: 1.052 Epoch 10 Batch 105/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.007 Epoch 10 Batch 106/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.234, Loss: 1.100 Epoch 10 Batch 107/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 1.025 Epoch 10 Batch 108/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.234, Loss: 1.069 Epoch 10 Batch 109/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.100 Epoch 10 Batch 110/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 1.020 Epoch 10 Batch 111/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.065 Epoch 10 Batch 112/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.090 Epoch 10 Batch 113/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.065 Epoch 10 Batch 114/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.121 Epoch 10 Batch 115/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.066 Epoch 10 Batch 116/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 1.153 Epoch 10 Batch 117/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.021 Epoch 10 Batch 118/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 1.128 Epoch 10 Batch 119/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.097 Epoch 10 Batch 120/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.072 Epoch 10 Batch 121/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.070 Epoch 10 Batch 122/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.045 Epoch 10 Batch 123/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.109 Epoch 10 Batch 124/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 1.063 Epoch 10 Batch 125/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 1.008 Epoch 10 Batch 126/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 1.068 Epoch 10 Batch 127/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.995 Epoch 10 Batch 128/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 1.049 Epoch 10 Batch 129/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.071 Epoch 10 Batch 130/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 1.023 Epoch 10 Batch 131/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.061 Epoch 10 Batch 132/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.056 Epoch 10 Batch 133/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 1.057 Epoch 10 Batch 134/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 1.033 Epoch 10 Batch 135/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 1.054 Epoch 10 Batch 136/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.047 Epoch 10 Batch 137/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.020 Epoch 10 Batch 138/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.007 Epoch 10 Batch 139/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.105 Epoch 10 Batch 140/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.234, Loss: 1.096 Epoch 10 Batch 141/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.981 Epoch 10 Batch 142/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.057 Epoch 10 Batch 143/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.030 Epoch 10 Batch 144/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.234, Loss: 1.191 Epoch 10 Batch 145/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 1.087 Epoch 10 Batch 146/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.032 Epoch 10 Batch 147/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.080 Epoch 10 Batch 148/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.042 Epoch 10 Batch 149/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.039 Epoch 10 Batch 150/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 1.066 Epoch 10 Batch 151/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 1.053 Epoch 10 Batch 152/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 1.058 Epoch 10 Batch 153/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.161 Epoch 10 Batch 154/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 1.028 Epoch 10 Batch 155/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.038 Epoch 10 Batch 156/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.058 Epoch 10 Batch 157/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.991 Epoch 10 Batch 158/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.120 Epoch 10 Batch 159/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.107 Epoch 10 Batch 160/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.012 Epoch 10 Batch 161/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.037 Epoch 10 Batch 162/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.094 Epoch 10 Batch 163/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.234, Loss: 1.048 Epoch 10 Batch 164/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.081 Epoch 10 Batch 165/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 1.043 Epoch 10 Batch 166/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.234, Loss: 1.129 Epoch 10 Batch 167/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.026 Epoch 10 Batch 168/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 1.025 Epoch 10 Batch 169/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.986 Epoch 10 Batch 170/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.008 Epoch 10 Batch 171/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.234, Loss: 1.085 Epoch 10 Batch 172/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 0.970 Epoch 10 Batch 173/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 1.110 Epoch 10 Batch 174/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.052 Epoch 10 Batch 175/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.072 Epoch 10 Batch 176/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.064 Epoch 10 Batch 177/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 1.084 Epoch 10 Batch 178/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.075 Epoch 10 Batch 179/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 1.169 Epoch 10 Batch 180/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.039 Epoch 10 Batch 181/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.009 Epoch 10 Batch 182/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.091 Epoch 10 Batch 183/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.017 Epoch 10 Batch 184/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.090 Epoch 10 Batch 185/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.080 Epoch 10 Batch 186/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 1.101 Epoch 10 Batch 187/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.001 Epoch 10 Batch 188/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.090 Epoch 10 Batch 189/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.066 Epoch 10 Batch 190/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.013 Epoch 10 Batch 191/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.234, Loss: 1.064 Epoch 10 Batch 192/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.071 Epoch 10 Batch 193/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 1.048 Epoch 10 Batch 194/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.008 Epoch 10 Batch 195/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.103 Epoch 10 Batch 196/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.966 Epoch 10 Batch 197/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.108 Epoch 10 Batch 198/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.032 Epoch 10 Batch 199/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.054 Epoch 10 Batch 200/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 1.021 Epoch 10 Batch 201/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.033 Epoch 10 Batch 202/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.043 Epoch 10 Batch 203/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.083 Epoch 10 Batch 204/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.034 Epoch 10 Batch 205/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.038 Epoch 10 Batch 206/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.071 Epoch 10 Batch 207/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 1.037 Epoch 10 Batch 208/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 1.111 Epoch 10 Batch 209/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.985 Epoch 10 Batch 210/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 1.018 Epoch 10 Batch 211/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.994 Epoch 10 Batch 212/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 1.091 Epoch 10 Batch 213/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.046 Epoch 10 Batch 214/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.076 Epoch 10 Batch 215/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.132 Epoch 10 Batch 216/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.026 Epoch 10 Batch 217/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.057 Epoch 10 Batch 218/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 1.102 Epoch 10 Batch 219/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.234, Loss: 1.093 Epoch 10 Batch 220/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 1.022 Epoch 10 Batch 221/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 1.115 Epoch 10 Batch 222/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.020 Epoch 10 Batch 223/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.061 Epoch 10 Batch 224/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.092 Epoch 10 Batch 225/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.033 Epoch 10 Batch 226/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.987 Epoch 10 Batch 227/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 1.131 Epoch 10 Batch 228/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.050 Epoch 10 Batch 229/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.024 Epoch 10 Batch 230/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.066 Epoch 10 Batch 231/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.089 Epoch 10 Batch 232/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 1.071 Epoch 10 Batch 233/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.046 Epoch 10 Batch 234/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 1.056 Epoch 10 Batch 235/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.042 Epoch 10 Batch 236/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.108 Epoch 10 Batch 237/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 1.009 Epoch 10 Batch 238/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.976 Epoch 10 Batch 239/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 1.009 Epoch 10 Batch 240/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.064 Epoch 10 Batch 241/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.016 Epoch 10 Batch 242/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 1.034 Epoch 10 Batch 243/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.111 Epoch 10 Batch 244/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.234, Loss: 1.032 Epoch 10 Batch 245/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 1.108 Epoch 10 Batch 246/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.001 Epoch 10 Batch 247/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 1.090 Epoch 10 Batch 248/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.016 Epoch 10 Batch 249/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 1.053 Epoch 10 Batch 250/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.233, Loss: 1.060 Epoch 10 Batch 251/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 1.089 Epoch 10 Batch 252/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.989 Epoch 10 Batch 253/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.234, Loss: 1.100 Epoch 10 Batch 254/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.014 Epoch 10 Batch 255/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 1.073 Epoch 10 Batch 256/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.106 Epoch 10 Batch 257/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.108 Epoch 10 Batch 258/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.043 Epoch 10 Batch 259/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.040 Epoch 10 Batch 260/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.045 Epoch 10 Batch 261/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 1.077 Epoch 10 Batch 262/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.009 Epoch 10 Batch 263/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.035 Epoch 10 Batch 264/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.061 Epoch 10 Batch 265/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.049 Epoch 10 Batch 266/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.029 Epoch 10 Batch 267/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.234, Loss: 1.051 Epoch 10 Batch 268/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.072 Epoch 10 Batch 269/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 1.039 Epoch 10 Batch 270/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.076 Epoch 10 Batch 271/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.995 Epoch 10 Batch 272/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 1.073 Epoch 10 Batch 273/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 1.054 Epoch 10 Batch 274/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 1.039 Epoch 10 Batch 275/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 1.022 Epoch 10 Batch 276/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.130 Epoch 10 Batch 277/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.994 Epoch 10 Batch 278/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.094 Epoch 10 Batch 279/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.097 Epoch 10 Batch 280/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 1.022 Epoch 10 Batch 281/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.074 Epoch 10 Batch 282/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 1.053 Epoch 10 Batch 283/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.045 Epoch 10 Batch 284/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.014 Epoch 10 Batch 285/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 1.042 Epoch 10 Batch 286/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.050 Epoch 10 Batch 287/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 1.099 Epoch 10 Batch 288/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.100 Epoch 10 Batch 289/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.023 Epoch 10 Batch 290/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.091 Epoch 10 Batch 291/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 1.005 Epoch 10 Batch 292/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.983 Epoch 10 Batch 293/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 1.074 Epoch 10 Batch 294/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.234, Loss: 1.075 Epoch 10 Batch 295/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 1.085 Epoch 10 Batch 296/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 1.070 Epoch 10 Batch 297/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.105 Epoch 10 Batch 298/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.108 Epoch 10 Batch 299/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.234, Loss: 1.064 Epoch 10 Batch 300/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 1.111 Epoch 10 Batch 301/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 1.024 Epoch 10 Batch 302/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 1.084 Epoch 10 Batch 303/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 1.073 Epoch 10 Batch 304/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 1.088 Epoch 10 Batch 305/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.095 Epoch 10 Batch 306/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 1.052 Epoch 10 Batch 307/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 1.079 Epoch 10 Batch 308/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 1.113 Epoch 10 Batch 309/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 1.001 Epoch 10 Batch 310/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.982 Epoch 10 Batch 311/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 1.030 Epoch 10 Batch 312/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.030 Epoch 10 Batch 313/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.045 Epoch 10 Batch 314/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.001 Epoch 10 Batch 315/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.050 Epoch 10 Batch 316/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.035 Epoch 10 Batch 317/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 1.107 Epoch 10 Batch 318/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.071 Epoch 10 Batch 319/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.121 Epoch 10 Batch 320/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.007 Epoch 10 Batch 321/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.033 Epoch 10 Batch 322/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.234, Loss: 1.029 Epoch 10 Batch 323/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.088 Epoch 10 Batch 324/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.977 Epoch 10 Batch 325/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 1.023 Epoch 10 Batch 326/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 1.025 Epoch 10 Batch 327/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.053 Epoch 10 Batch 328/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 1.061 Epoch 10 Batch 329/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.078 Epoch 10 Batch 330/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 1.115 Epoch 10 Batch 331/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 1.063 Epoch 10 Batch 332/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.033 Epoch 10 Batch 333/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 1.042 Epoch 10 Batch 334/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.934 Epoch 10 Batch 335/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.043 Epoch 10 Batch 336/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.090 Epoch 10 Batch 337/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.048 Epoch 10 Batch 338/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.072 Epoch 10 Batch 339/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.013 Epoch 10 Batch 340/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.972 Epoch 10 Batch 341/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 1.067 Epoch 10 Batch 342/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 1.093 Epoch 10 Batch 343/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 1.023 Epoch 10 Batch 344/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 1.039 Epoch 10 Batch 345/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 1.085 Epoch 10 Batch 346/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 1.066 Epoch 10 Batch 347/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 1.118 Epoch 10 Batch 348/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 1.082 Epoch 10 Batch 349/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 1.060 Epoch 10 Batch 350/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.108 Epoch 10 Batch 351/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 1.037 Epoch 10 Batch 352/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.057 Epoch 10 Batch 353/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 1.026 Epoch 10 Batch 354/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.099 Epoch 10 Batch 355/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.088 Epoch 10 Batch 356/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.118 Epoch 10 Batch 357/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.015 Epoch 10 Batch 358/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 1.070 Epoch 10 Batch 359/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 1.084 Epoch 10 Batch 360/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.049 Epoch 10 Batch 361/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.233, Loss: 1.122 Epoch 10 Batch 362/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 1.004 Epoch 10 Batch 363/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.958 Epoch 10 Batch 364/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 1.015 Epoch 10 Batch 365/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 1.021 Epoch 10 Batch 366/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 1.099 Epoch 10 Batch 367/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 1.030 Epoch 10 Batch 368/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.039 Epoch 10 Batch 369/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.100 Epoch 10 Batch 370/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 1.032 Epoch 10 Batch 371/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.082 Epoch 10 Batch 372/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 1.055 Epoch 10 Batch 373/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 1.084 Epoch 10 Batch 374/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 1.076 Epoch 10 Batch 375/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.234, Loss: 0.997 Epoch 10 Batch 376/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.234, Loss: 1.045 Epoch 10 Batch 377/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.068 Epoch 10 Batch 378/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.998 Epoch 10 Batch 379/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 1.081 Epoch 10 Batch 380/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 1.032 Epoch 10 Batch 381/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.126 Epoch 10 Batch 382/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 1.080 Epoch 10 Batch 383/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.985 Epoch 10 Batch 384/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 1.095 Epoch 10 Batch 385/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 1.057 Epoch 10 Batch 386/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 1.066 Epoch 10 Batch 387/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.980 Epoch 10 Batch 388/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 1.084 Epoch 10 Batch 389/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 1.037 Epoch 10 Batch 390/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 1.068 Epoch 10 Batch 391/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 1.047 Epoch 10 Batch 392/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 1.056 Epoch 10 Batch 393/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 1.074 Epoch 10 Batch 394/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.025 Epoch 10 Batch 395/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 1.082 Epoch 10 Batch 396/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 1.029 Epoch 10 Batch 397/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 1.054 Epoch 10 Batch 398/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 1.018 Epoch 10 Batch 399/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 1.013 Epoch 10 Batch 400/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.108 Epoch 10 Batch 401/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.090 Epoch 10 Batch 402/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.032 Epoch 10 Batch 403/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.026 Epoch 10 Batch 404/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 1.047 Epoch 10 Batch 405/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 1.049 Epoch 10 Batch 406/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 1.030 Epoch 10 Batch 407/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.108 Epoch 10 Batch 408/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.015 Epoch 10 Batch 409/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.088 Epoch 10 Batch 410/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 1.101 Epoch 10 Batch 411/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 1.017 Epoch 10 Batch 412/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.017 Epoch 10 Batch 413/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.050 Epoch 10 Batch 414/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 1.039 Epoch 10 Batch 415/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 1.035 Epoch 10 Batch 416/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 1.052 Epoch 10 Batch 417/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 1.063 Epoch 10 Batch 418/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 1.079 Epoch 10 Batch 419/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.059 Epoch 10 Batch 420/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 1.007 Epoch 10 Batch 421/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.101 Epoch 10 Batch 422/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.985 Epoch 10 Batch 423/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.977 Epoch 10 Batch 424/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 1.054 Epoch 10 Batch 425/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.005 Epoch 10 Batch 426/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.026 Epoch 10 Batch 427/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 1.076 Epoch 10 Batch 428/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 1.062 Epoch 10 Batch 429/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.042 Epoch 10 Batch 430/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.051 Epoch 10 Batch 431/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 1.047 Epoch 10 Batch 432/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.036 Epoch 10 Batch 433/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.066 Epoch 10 Batch 434/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 1.090 Epoch 10 Batch 435/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 1.076 Epoch 10 Batch 436/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 1.034 Epoch 10 Batch 437/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.091 Epoch 10 Batch 438/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.059 Epoch 10 Batch 439/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.054 Epoch 10 Batch 440/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.069 Epoch 10 Batch 441/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.089 Epoch 10 Batch 442/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 1.034 Epoch 10 Batch 443/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 1.065 Epoch 10 Batch 444/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.008 Epoch 10 Batch 445/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 1.064 Epoch 10 Batch 446/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.999 Epoch 10 Batch 447/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.059 Epoch 10 Batch 448/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.045 Epoch 10 Batch 449/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.028 Epoch 10 Batch 450/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.051 Epoch 10 Batch 451/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.075 Epoch 10 Batch 452/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.106 Epoch 10 Batch 453/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 1.076 Epoch 10 Batch 454/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.025 Epoch 10 Batch 455/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.234, Loss: 1.015 Epoch 10 Batch 456/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.090 Epoch 10 Batch 457/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.014 Epoch 10 Batch 458/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 1.020 Epoch 10 Batch 459/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 1.077 Epoch 10 Batch 460/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.085 Epoch 10 Batch 461/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.040 Epoch 10 Batch 462/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.036 Epoch 10 Batch 463/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 1.038 Epoch 10 Batch 464/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 1.017 Epoch 10 Batch 465/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 1.115 Epoch 10 Batch 466/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.094 Epoch 10 Batch 467/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 1.051 Epoch 10 Batch 468/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 1.078 Epoch 10 Batch 469/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 1.066 Epoch 10 Batch 470/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 1.102 Epoch 10 Batch 471/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 1.096 Epoch 10 Batch 472/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 1.074 Epoch 10 Batch 473/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.081 Epoch 10 Batch 474/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.043 Epoch 10 Batch 475/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 1.119 Epoch 10 Batch 476/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.234, Loss: 1.030 Epoch 10 Batch 477/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.234, Loss: 1.014 Epoch 10 Batch 478/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 1.120 Epoch 10 Batch 479/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.067 Epoch 10 Batch 480/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 1.080 Epoch 10 Batch 481/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 1.031 Epoch 10 Batch 482/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 1.112 Epoch 10 Batch 483/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.068 Epoch 10 Batch 484/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 1.105 Epoch 10 Batch 485/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.078 Epoch 10 Batch 486/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.977 Epoch 10 Batch 487/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 1.032 Epoch 10 Batch 488/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 1.061 Epoch 10 Batch 489/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 1.018 Epoch 10 Batch 490/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.089 Epoch 10 Batch 491/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.025 Epoch 10 Batch 492/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.075 Epoch 10 Batch 493/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 1.002 Epoch 10 Batch 494/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 1.032 Epoch 10 Batch 495/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 1.024 Epoch 10 Batch 496/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.028 Epoch 10 Batch 497/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 1.094 Epoch 10 Batch 498/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.035 Epoch 10 Batch 499/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 1.087 Epoch 10 Batch 500/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.074 Epoch 10 Batch 501/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 1.131 Epoch 10 Batch 502/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.058 Epoch 10 Batch 503/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.030 Epoch 10 Batch 504/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 1.119 Epoch 10 Batch 505/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.035 Epoch 10 Batch 506/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.026 Epoch 10 Batch 507/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 1.003 Epoch 10 Batch 508/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.050 Epoch 10 Batch 509/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.031 Epoch 10 Batch 510/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.043 Epoch 10 Batch 511/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 1.066 Epoch 10 Batch 512/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.010 Epoch 10 Batch 513/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.096 Epoch 10 Batch 514/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.068 Epoch 10 Batch 515/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.082 Epoch 10 Batch 516/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 1.015 Epoch 10 Batch 517/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.992 Epoch 10 Batch 518/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.984 Epoch 10 Batch 519/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.001 Epoch 10 Batch 520/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.022 Epoch 10 Batch 521/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 1.044 Epoch 10 Batch 522/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.059 Epoch 10 Batch 523/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 1.013 Epoch 10 Batch 524/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 1.066 Epoch 10 Batch 525/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.233, Loss: 1.018 Epoch 10 Batch 526/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.035 Epoch 10 Batch 527/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 1.082 Epoch 10 Batch 528/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.035 Epoch 10 Batch 529/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.075 Epoch 10 Batch 530/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 1.049 Epoch 10 Batch 531/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.027 Epoch 10 Batch 532/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 1.082 Epoch 10 Batch 533/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.086 Epoch 10 Batch 534/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.041 Epoch 10 Batch 535/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.019 Epoch 10 Batch 536/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.062 Epoch 10 Batch 537/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.006 Epoch 10 Batch 538/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.981 Epoch 10 Batch 539/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 1.089 Epoch 10 Batch 540/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.999 Epoch 10 Batch 541/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.048 Epoch 10 Batch 542/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 1.078 Epoch 10 Batch 543/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 1.039 Epoch 10 Batch 544/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.977 Epoch 10 Batch 545/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.169 Epoch 10 Batch 546/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.075 Epoch 10 Batch 547/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.998 Epoch 10 Batch 548/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.110 Epoch 10 Batch 549/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.983 Epoch 10 Batch 550/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.085 Epoch 10 Batch 551/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.042 Epoch 10 Batch 552/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.040 Epoch 10 Batch 553/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 1.094 Epoch 10 Batch 554/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 1.130 Epoch 10 Batch 555/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 1.078 Epoch 10 Batch 556/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.054 Epoch 10 Batch 557/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.008 Epoch 10 Batch 558/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.065 Epoch 10 Batch 559/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 1.048 Epoch 10 Batch 560/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.998 Epoch 10 Batch 561/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.056 Epoch 10 Batch 562/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 1.060 Epoch 10 Batch 563/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.125 Epoch 10 Batch 564/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 1.130 Epoch 10 Batch 565/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.057 Epoch 10 Batch 566/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.046 Epoch 10 Batch 567/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 1.039 Epoch 10 Batch 568/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.059 Epoch 10 Batch 569/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.046 Epoch 10 Batch 570/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.233, Loss: 1.046 Epoch 10 Batch 571/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 1.074 Epoch 10 Batch 572/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.233, Loss: 1.027 Epoch 10 Batch 573/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.033 Epoch 10 Batch 574/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 1.063 Epoch 10 Batch 575/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 1.027 Epoch 10 Batch 576/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.968 Epoch 10 Batch 577/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 1.010 Epoch 10 Batch 578/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 1.084 Epoch 10 Batch 579/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.071 Epoch 10 Batch 580/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.960 Epoch 10 Batch 581/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 1.032 Epoch 10 Batch 582/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 1.000 Epoch 10 Batch 583/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 1.024 Epoch 10 Batch 584/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 1.005 Epoch 10 Batch 585/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 1.123 Epoch 10 Batch 586/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 1.069 Epoch 10 Batch 587/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 1.036 Epoch 10 Batch 588/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 1.034 Epoch 10 Batch 589/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 1.091 Epoch 10 Batch 590/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 1.016 Epoch 10 Batch 591/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.234, Loss: 1.040 Epoch 10 Batch 592/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.020 Epoch 10 Batch 593/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 1.052 Epoch 10 Batch 594/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.092 Epoch 10 Batch 595/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 1.018 Epoch 10 Batch 596/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.080 Epoch 10 Batch 597/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 1.075 Epoch 10 Batch 598/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.029 Epoch 10 Batch 599/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.141 Epoch 10 Batch 600/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 1.050 Epoch 10 Batch 601/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 1.041 Epoch 10 Batch 602/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.050 Epoch 10 Batch 603/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 1.078 Epoch 10 Batch 604/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 1.059 Epoch 10 Batch 605/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 1.090 Epoch 10 Batch 606/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 1.082 Epoch 10 Batch 607/1077 - Train Accuracy: 0.238, Validation Accuracy: 0.233, Loss: 1.024 Epoch 10 Batch 608/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 1.071 Epoch 10 Batch 609/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.072 Epoch 10 Batch 610/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 1.053 Epoch 10 Batch 611/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 1.041 Epoch 10 Batch 612/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 1.036 Epoch 10 Batch 613/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 1.043 Epoch 10 Batch 614/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.960 Epoch 10 Batch 615/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 1.030 Epoch 10 Batch 616/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 1.055 Epoch 10 Batch 617/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 1.083 Epoch 10 Batch 618/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 1.061 Epoch 10 Batch 619/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 1.093 Epoch 10 Batch 620/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 1.033 Epoch 10 Batch 621/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 1.085 Epoch 10 Batch 622/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 1.107 Epoch 10 Batch 623/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.234, Loss: 1.086 Epoch 10 Batch 624/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 1.042 Epoch 10 Batch 625/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.064 Epoch 10 Batch 626/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.234, Loss: 0.992 Epoch 10 Batch 627/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.035 Epoch 10 Batch 628/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 1.047 Epoch 10 Batch 629/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 1.041 Epoch 10 Batch 630/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.056 Epoch 10 Batch 631/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 1.071 Epoch 10 Batch 632/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 1.022 Epoch 10 Batch 633/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 1.117 Epoch 10 Batch 634/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 1.025 Epoch 10 Batch 635/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 1.135 Epoch 10 Batch 636/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 1.090 Epoch 10 Batch 637/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.101 Epoch 10 Batch 638/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 1.110 Epoch 10 Batch 639/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.061 Epoch 10 Batch 640/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 1.006 Epoch 10 Batch 641/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.968 Epoch 10 Batch 642/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 1.033 Epoch 10 Batch 643/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 1.069 Epoch 10 Batch 644/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.990 Epoch 10 Batch 645/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.989 Epoch 10 Batch 646/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 1.000 Epoch 10 Batch 647/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.086 Epoch 10 Batch 648/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.988 Epoch 10 Batch 649/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.101 Epoch 10 Batch 650/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 1.076 Epoch 10 Batch 651/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 1.031 Epoch 10 Batch 652/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 1.035 Epoch 10 Batch 653/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 1.090 Epoch 10 Batch 654/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.022 Epoch 10 Batch 655/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.044 Epoch 10 Batch 656/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 1.052 Epoch 10 Batch 657/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 1.093 Epoch 10 Batch 658/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 1.038 Epoch 10 Batch 659/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 1.044 Epoch 10 Batch 660/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 1.088 Epoch 10 Batch 661/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 1.080 Epoch 10 Batch 662/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 1.037 Epoch 10 Batch 663/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.989 Epoch 10 Batch 664/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.107 Epoch 10 Batch 665/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.024 Epoch 10 Batch 666/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 1.083 Epoch 10 Batch 667/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 1.100 Epoch 10 Batch 668/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.999 Epoch 10 Batch 669/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 1.108 Epoch 10 Batch 670/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.233, Loss: 0.955 Epoch 10 Batch 671/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 1.047 Epoch 10 Batch 672/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 1.037 Epoch 10 Batch 673/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 1.021 Epoch 10 Batch 674/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 1.044 Epoch 10 Batch 675/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.992 Epoch 10 Batch 676/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 1.009 Epoch 10 Batch 677/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 1.061 Epoch 10 Batch 678/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 1.033 Epoch 10 Batch 679/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 1.122 Epoch 10 Batch 680/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 1.071 Epoch 10 Batch 681/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.012 Epoch 10 Batch 682/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.233, Loss: 1.066 Epoch 10 Batch 683/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 1.029 Epoch 10 Batch 684/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.013 Epoch 10 Batch 685/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 1.021 Epoch 10 Batch 686/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.983 Epoch 10 Batch 687/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.060 Epoch 10 Batch 688/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.097 Epoch 10 Batch 689/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.043 Epoch 10 Batch 690/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 1.040 Epoch 10 Batch 691/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 1.060 Epoch 10 Batch 692/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 1.062 Epoch 10 Batch 693/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 1.027 Epoch 10 Batch 694/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 1.081 Epoch 10 Batch 695/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 1.007 Epoch 10 Batch 696/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 1.093 Epoch 10 Batch 697/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 1.033 Epoch 10 Batch 698/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 1.005 Epoch 10 Batch 699/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.232, Loss: 1.044 Epoch 10 Batch 700/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.044 Epoch 10 Batch 701/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 1.068 Epoch 10 Batch 702/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 1.104 Epoch 10 Batch 703/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 1.015 Epoch 10 Batch 704/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 1.120 Epoch 10 Batch 705/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.234, Loss: 1.044 Epoch 10 Batch 706/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 1.081 Epoch 10 Batch 707/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.041 Epoch 10 Batch 708/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 1.053 Epoch 10 Batch 709/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.078 Epoch 10 Batch 710/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.077 Epoch 10 Batch 711/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.087 Epoch 10 Batch 712/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.051 Epoch 10 Batch 713/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.234, Loss: 1.036 Epoch 10 Batch 714/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.234, Loss: 1.083 Epoch 10 Batch 715/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.042 Epoch 10 Batch 716/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.993 Epoch 10 Batch 717/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 1.036 Epoch 10 Batch 718/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 1.137 Epoch 10 Batch 719/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 1.066 Epoch 10 Batch 720/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 1.035 Epoch 10 Batch 721/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 1.011 Epoch 10 Batch 722/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 1.016 Epoch 10 Batch 723/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 1.104 Epoch 10 Batch 724/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 1.027 Epoch 10 Batch 725/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 1.043 Epoch 10 Batch 726/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.022 Epoch 10 Batch 727/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 1.068 Epoch 10 Batch 728/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 1.020 Epoch 10 Batch 729/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 1.019 Epoch 10 Batch 730/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 1.044 Epoch 10 Batch 731/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 1.003 Epoch 10 Batch 732/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 1.071 Epoch 10 Batch 733/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 1.055 Epoch 10 Batch 734/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 1.056 Epoch 10 Batch 735/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 1.023 Epoch 10 Batch 736/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 1.024 Epoch 10 Batch 737/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.061 Epoch 10 Batch 738/1077 - Train Accuracy: 0.292, Validation Accuracy: 0.233, Loss: 1.008 Epoch 10 Batch 739/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.991 Epoch 10 Batch 740/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 1.035 Epoch 10 Batch 741/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.058 Epoch 10 Batch 742/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.044 Epoch 10 Batch 743/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.094 Epoch 10 Batch 744/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 1.005 Epoch 10 Batch 745/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 1.068 Epoch 10 Batch 746/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.000 Epoch 10 Batch 747/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 1.038 Epoch 10 Batch 748/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 1.028 Epoch 10 Batch 749/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.046 Epoch 10 Batch 750/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.032 Epoch 10 Batch 751/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.999 Epoch 10 Batch 752/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.982 Epoch 10 Batch 753/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.036 Epoch 10 Batch 754/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.054 Epoch 10 Batch 755/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 1.071 Epoch 10 Batch 756/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 1.061 Epoch 10 Batch 757/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 1.014 Epoch 10 Batch 758/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.061 Epoch 10 Batch 759/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.006 Epoch 10 Batch 760/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.012 Epoch 10 Batch 761/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 1.034 Epoch 10 Batch 762/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.018 Epoch 10 Batch 763/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.069 Epoch 10 Batch 764/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 1.001 Epoch 10 Batch 765/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.023 Epoch 10 Batch 766/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 1.016 Epoch 10 Batch 767/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.064 Epoch 10 Batch 768/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.048 Epoch 10 Batch 769/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.088 Epoch 10 Batch 770/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 1.073 Epoch 10 Batch 771/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.038 Epoch 10 Batch 772/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.995 Epoch 10 Batch 773/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.041 Epoch 10 Batch 774/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.071 Epoch 10 Batch 775/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.101 Epoch 10 Batch 776/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.047 Epoch 10 Batch 777/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.077 Epoch 10 Batch 778/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 1.015 Epoch 10 Batch 779/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.023 Epoch 10 Batch 780/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 1.124 Epoch 10 Batch 781/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.950 Epoch 10 Batch 782/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 1.062 Epoch 10 Batch 783/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.234, Loss: 0.991 Epoch 10 Batch 784/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.051 Epoch 10 Batch 785/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 1.051 Epoch 10 Batch 786/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.106 Epoch 10 Batch 787/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.999 Epoch 10 Batch 788/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.041 Epoch 10 Batch 789/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 1.068 Epoch 10 Batch 790/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.044 Epoch 10 Batch 791/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 1.034 Epoch 10 Batch 792/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.031 Epoch 10 Batch 793/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 1.085 Epoch 10 Batch 794/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 1.017 Epoch 10 Batch 795/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.068 Epoch 10 Batch 796/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.012 Epoch 10 Batch 797/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.090 Epoch 10 Batch 798/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 1.066 Epoch 10 Batch 799/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 1.075 Epoch 10 Batch 800/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.082 Epoch 10 Batch 801/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.044 Epoch 10 Batch 802/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 1.007 Epoch 10 Batch 803/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 1.054 Epoch 10 Batch 804/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 1.023 Epoch 10 Batch 805/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.100 Epoch 10 Batch 806/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 1.073 Epoch 10 Batch 807/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.009 Epoch 10 Batch 808/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.098 Epoch 10 Batch 809/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 1.041 Epoch 10 Batch 810/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 1.082 Epoch 10 Batch 811/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 1.031 Epoch 10 Batch 812/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 1.052 Epoch 10 Batch 813/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.043 Epoch 10 Batch 814/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.057 Epoch 10 Batch 815/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.072 Epoch 10 Batch 816/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.234, Loss: 1.018 Epoch 10 Batch 817/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.985 Epoch 10 Batch 818/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.015 Epoch 10 Batch 819/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.029 Epoch 10 Batch 820/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.038 Epoch 10 Batch 821/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.020 Epoch 10 Batch 822/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.033 Epoch 10 Batch 823/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.113 Epoch 10 Batch 824/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 1.069 Epoch 10 Batch 825/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.012 Epoch 10 Batch 826/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.919 Epoch 10 Batch 827/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.234, Loss: 1.025 Epoch 10 Batch 828/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.061 Epoch 10 Batch 829/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 1.096 Epoch 10 Batch 830/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.039 Epoch 10 Batch 831/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.234, Loss: 1.082 Epoch 10 Batch 832/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.078 Epoch 10 Batch 833/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 1.104 Epoch 10 Batch 834/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.233, Loss: 1.071 Epoch 10 Batch 835/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.016 Epoch 10 Batch 836/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 1.045 Epoch 10 Batch 837/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.075 Epoch 10 Batch 838/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.018 Epoch 10 Batch 839/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.978 Epoch 10 Batch 840/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.063 Epoch 10 Batch 841/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.030 Epoch 10 Batch 842/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.961 Epoch 10 Batch 843/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 1.000 Epoch 10 Batch 844/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 1.052 Epoch 10 Batch 845/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.037 Epoch 10 Batch 846/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.030 Epoch 10 Batch 847/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.058 Epoch 10 Batch 848/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.029 Epoch 10 Batch 849/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.975 Epoch 10 Batch 850/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 1.024 Epoch 10 Batch 851/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 1.081 Epoch 10 Batch 852/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.050 Epoch 10 Batch 853/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 1.091 Epoch 10 Batch 854/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 1.084 Epoch 10 Batch 855/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 1.083 Epoch 10 Batch 856/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 1.026 Epoch 10 Batch 857/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.030 Epoch 10 Batch 858/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 1.098 Epoch 10 Batch 859/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 1.079 Epoch 10 Batch 860/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 1.091 Epoch 10 Batch 861/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.974 Epoch 10 Batch 862/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 1.048 Epoch 10 Batch 863/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.017 Epoch 10 Batch 864/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.002 Epoch 10 Batch 865/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.233, Loss: 1.019 Epoch 10 Batch 866/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.053 Epoch 10 Batch 867/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.126 Epoch 10 Batch 868/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.055 Epoch 10 Batch 869/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 1.017 Epoch 10 Batch 870/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 0.995 Epoch 10 Batch 871/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 1.001 Epoch 10 Batch 872/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.037 Epoch 10 Batch 873/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 1.054 Epoch 10 Batch 874/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 1.065 Epoch 10 Batch 875/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 1.041 Epoch 10 Batch 876/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 1.015 Epoch 10 Batch 877/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.001 Epoch 10 Batch 878/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 1.020 Epoch 10 Batch 879/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.022 Epoch 10 Batch 880/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 1.084 Epoch 10 Batch 881/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.038 Epoch 10 Batch 882/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 1.072 Epoch 10 Batch 883/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.998 Epoch 10 Batch 884/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 1.044 Epoch 10 Batch 885/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.234, Loss: 1.016 Epoch 10 Batch 886/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 1.030 Epoch 10 Batch 887/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 1.142 Epoch 10 Batch 888/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 1.074 Epoch 10 Batch 889/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 1.074 Epoch 10 Batch 890/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.234, Loss: 1.017 Epoch 10 Batch 891/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 1.111 Epoch 10 Batch 892/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 1.073 Epoch 10 Batch 893/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 1.078 Epoch 10 Batch 894/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 1.035 Epoch 10 Batch 895/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.996 Epoch 10 Batch 896/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.234, Loss: 1.091 Epoch 10 Batch 897/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 1.048 Epoch 10 Batch 898/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 1.007 Epoch 10 Batch 899/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 1.069 Epoch 10 Batch 900/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 1.075 Epoch 10 Batch 901/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 1.058 Epoch 10 Batch 902/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 1.037 Epoch 10 Batch 903/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.060 Epoch 10 Batch 904/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 1.040 Epoch 10 Batch 905/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.970 Epoch 10 Batch 906/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 1.100 Epoch 10 Batch 907/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.057 Epoch 10 Batch 908/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 1.069 Epoch 10 Batch 909/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 1.044 Epoch 10 Batch 910/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 1.006 Epoch 10 Batch 911/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.233, Loss: 1.083 Epoch 10 Batch 912/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.963 Epoch 10 Batch 913/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.047 Epoch 10 Batch 914/1077 - Train Accuracy: 0.298, Validation Accuracy: 0.233, Loss: 1.083 Epoch 10 Batch 915/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 1.060 Epoch 10 Batch 916/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 1.064 Epoch 10 Batch 917/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 1.086 Epoch 10 Batch 918/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.996 Epoch 10 Batch 919/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 1.046 Epoch 10 Batch 920/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 1.014 Epoch 10 Batch 921/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 1.027 Epoch 10 Batch 922/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 1.042 Epoch 10 Batch 923/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 1.088 Epoch 10 Batch 924/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 1.070 Epoch 10 Batch 925/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 1.077 Epoch 10 Batch 926/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.082 Epoch 10 Batch 927/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 1.027 Epoch 10 Batch 928/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.112 Epoch 10 Batch 929/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.049 Epoch 10 Batch 930/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.947 Epoch 10 Batch 931/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 1.018 Epoch 10 Batch 932/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 1.096 Epoch 10 Batch 933/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.974 Epoch 10 Batch 934/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 1.040 Epoch 10 Batch 935/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 1.040 Epoch 10 Batch 936/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 1.002 Epoch 10 Batch 937/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 1.077 Epoch 10 Batch 938/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 1.037 Epoch 10 Batch 939/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.999 Epoch 10 Batch 940/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.965 Epoch 10 Batch 941/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 1.054 Epoch 10 Batch 942/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 1.003 Epoch 10 Batch 943/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.043 Epoch 10 Batch 944/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 1.027 Epoch 10 Batch 945/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.997 Epoch 10 Batch 946/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 1.034 Epoch 10 Batch 947/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 1.075 Epoch 10 Batch 948/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 1.027 Epoch 10 Batch 949/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 1.028 Epoch 10 Batch 950/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 1.032 Epoch 10 Batch 951/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.992 Epoch 10 Batch 952/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 1.029 Epoch 10 Batch 953/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.233, Loss: 1.072 Epoch 10 Batch 954/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 1.084 Epoch 10 Batch 955/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 1.050 Epoch 10 Batch 956/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.942 Epoch 10 Batch 957/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.969 Epoch 10 Batch 958/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 1.042 Epoch 10 Batch 959/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 1.034 Epoch 10 Batch 960/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 1.018 Epoch 10 Batch 961/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.027 Epoch 10 Batch 962/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 1.031 Epoch 10 Batch 963/1077 - Train Accuracy: 0.068, Validation Accuracy: 0.233, Loss: 1.049 Epoch 10 Batch 964/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.957 Epoch 10 Batch 965/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.233, Loss: 1.024 Epoch 10 Batch 966/1077 - Train Accuracy: 0.263, Validation Accuracy: 0.233, Loss: 0.957 Epoch 10 Batch 967/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 1.037 Epoch 10 Batch 968/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 1.030 Epoch 10 Batch 969/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 1.087 Epoch 10 Batch 970/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 1.058 Epoch 10 Batch 971/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 1.020 Epoch 10 Batch 972/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 1.078 Epoch 10 Batch 973/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 1.010 Epoch 10 Batch 974/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 1.035 Epoch 10 Batch 975/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 1.030 Epoch 10 Batch 976/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 1.083 Epoch 10 Batch 977/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 1.073 Epoch 10 Batch 978/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.058 Epoch 10 Batch 979/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 1.062 Epoch 10 Batch 980/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 1.060 Epoch 10 Batch 981/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 1.089 Epoch 10 Batch 982/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 1.043 Epoch 10 Batch 983/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 1.143 Epoch 10 Batch 984/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.999 Epoch 10 Batch 985/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 1.029 Epoch 10 Batch 986/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 1.060 Epoch 10 Batch 987/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 1.067 Epoch 10 Batch 988/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 1.101 Epoch 10 Batch 989/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 1.036 Epoch 10 Batch 990/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 1.058 Epoch 10 Batch 991/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.232, Loss: 1.074 Epoch 10 Batch 992/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 1.038 Epoch 10 Batch 993/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 1.011 Epoch 10 Batch 994/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.047 Epoch 10 Batch 995/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.993 Epoch 10 Batch 996/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.024 Epoch 10 Batch 997/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 1.048 Epoch 10 Batch 998/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 1.047 Epoch 10 Batch 999/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.075 Epoch 10 Batch 1000/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.999 Epoch 10 Batch 1001/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.233, Loss: 1.035 Epoch 10 Batch 1002/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.952 Epoch 10 Batch 1003/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 1.098 Epoch 10 Batch 1004/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 1.082 Epoch 10 Batch 1005/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 1.036 Epoch 10 Batch 1006/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 1.024 Epoch 10 Batch 1007/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 1.035 Epoch 10 Batch 1008/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.092 Epoch 10 Batch 1009/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.965 Epoch 10 Batch 1010/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.983 Epoch 10 Batch 1011/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.012 Epoch 10 Batch 1012/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 1.026 Epoch 10 Batch 1013/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 1.038 Epoch 10 Batch 1014/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.041 Epoch 10 Batch 1015/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 1.060 Epoch 10 Batch 1016/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 1.061 Epoch 10 Batch 1017/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.233, Loss: 1.032 Epoch 10 Batch 1018/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 1.057 Epoch 10 Batch 1019/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.968 Epoch 10 Batch 1020/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 1.000 Epoch 10 Batch 1021/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.994 Epoch 10 Batch 1022/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 1.008 Epoch 10 Batch 1023/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.232, Loss: 1.058 Epoch 10 Batch 1024/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 1.036 Epoch 10 Batch 1025/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 1.043 Epoch 10 Batch 1026/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 1.065 Epoch 10 Batch 1027/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.057 Epoch 10 Batch 1028/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 1.085 Epoch 10 Batch 1029/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 1.012 Epoch 10 Batch 1030/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 1.056 Epoch 10 Batch 1031/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 1.043 Epoch 10 Batch 1032/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 1.093 Epoch 10 Batch 1033/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 1.030 Epoch 10 Batch 1034/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 1.044 Epoch 10 Batch 1035/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 1.020 Epoch 10 Batch 1036/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 1.074 Epoch 10 Batch 1037/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 1.036 Epoch 10 Batch 1038/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 1.079 Epoch 10 Batch 1039/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 1.040 Epoch 10 Batch 1040/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 1.010 Epoch 10 Batch 1041/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 1.047 Epoch 10 Batch 1042/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 1.038 Epoch 10 Batch 1043/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 1.043 Epoch 10 Batch 1044/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 1.012 Epoch 10 Batch 1045/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 1.050 Epoch 10 Batch 1046/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 1.052 Epoch 10 Batch 1047/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 1.015 Epoch 10 Batch 1048/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 1.029 Epoch 10 Batch 1049/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 1.050 Epoch 10 Batch 1050/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 1.052 Epoch 10 Batch 1051/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 1.115 Epoch 10 Batch 1052/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.978 Epoch 10 Batch 1053/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.979 Epoch 10 Batch 1054/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 1.033 Epoch 10 Batch 1055/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 1.091 Epoch 10 Batch 1056/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.027 Epoch 10 Batch 1057/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 1.084 Epoch 10 Batch 1058/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 1.085 Epoch 10 Batch 1059/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 1.109 Epoch 10 Batch 1060/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 1.011 Epoch 10 Batch 1061/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.989 Epoch 10 Batch 1062/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 1.077 Epoch 10 Batch 1063/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.050 Epoch 10 Batch 1064/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 1.078 Epoch 10 Batch 1065/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 1.097 Epoch 10 Batch 1066/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.951 Epoch 10 Batch 1067/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 1.019 Epoch 10 Batch 1068/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 1.029 Epoch 10 Batch 1069/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 1.031 Epoch 10 Batch 1070/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 1.012 Epoch 10 Batch 1071/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.986 Epoch 10 Batch 1072/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 1.005 Epoch 10 Batch 1073/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.974 Epoch 10 Batch 1074/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 1.021 Epoch 10 Batch 1075/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.982 Epoch 11 Batch 0/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.955 Epoch 11 Batch 1/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 1.085 Epoch 11 Batch 2/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 1.090 Epoch 11 Batch 3/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.989 Epoch 11 Batch 4/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.993 Epoch 11 Batch 5/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 1.029 Epoch 11 Batch 6/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.988 Epoch 11 Batch 7/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.232, Loss: 1.004 Epoch 11 Batch 8/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 1.009 Epoch 11 Batch 9/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.033 Epoch 11 Batch 10/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 1.084 Epoch 11 Batch 11/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 1.053 Epoch 11 Batch 12/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 1.056 Epoch 11 Batch 13/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 1.090 Epoch 11 Batch 14/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 1.013 Epoch 11 Batch 15/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 1.040 Epoch 11 Batch 16/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.984 Epoch 11 Batch 17/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 1.089 Epoch 11 Batch 18/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 1.036 Epoch 11 Batch 19/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 1.014 Epoch 11 Batch 20/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 1.034 Epoch 11 Batch 21/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 1.012 Epoch 11 Batch 22/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 1.077 Epoch 11 Batch 23/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.983 Epoch 11 Batch 24/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 1.026 Epoch 11 Batch 25/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 1.012 Epoch 11 Batch 26/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 1.019 Epoch 11 Batch 27/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.998 Epoch 11 Batch 28/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 1.005 Epoch 11 Batch 29/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 1.037 Epoch 11 Batch 30/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 1.027 Epoch 11 Batch 31/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 1.037 Epoch 11 Batch 32/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 1.062 Epoch 11 Batch 33/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 1.041 Epoch 11 Batch 34/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 1.005 Epoch 11 Batch 35/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 1.048 Epoch 11 Batch 36/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 1.143 Epoch 11 Batch 37/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 1.077 Epoch 11 Batch 38/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.232, Loss: 1.107 Epoch 11 Batch 39/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 1.052 Epoch 11 Batch 40/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 1.042 Epoch 11 Batch 41/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 1.079 Epoch 11 Batch 42/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 1.055 Epoch 11 Batch 43/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.232, Loss: 1.034 Epoch 11 Batch 44/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 1.028 Epoch 11 Batch 45/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 1.006 Epoch 11 Batch 46/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.232, Loss: 1.095 Epoch 11 Batch 47/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.962 Epoch 11 Batch 48/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 1.065 Epoch 11 Batch 49/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.232, Loss: 1.032 Epoch 11 Batch 50/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.983 Epoch 11 Batch 51/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 1.048 Epoch 11 Batch 52/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 1.043 Epoch 11 Batch 53/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 1.001 Epoch 11 Batch 54/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 1.108 Epoch 11 Batch 55/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 1.001 Epoch 11 Batch 56/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 1.027 Epoch 11 Batch 57/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.232, Loss: 1.007 Epoch 11 Batch 58/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 1.024 Epoch 11 Batch 59/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 1.155 Epoch 11 Batch 60/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 1.044 Epoch 11 Batch 61/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 1.099 Epoch 11 Batch 62/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 1.097 Epoch 11 Batch 63/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.991 Epoch 11 Batch 64/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.971 Epoch 11 Batch 65/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 1.043 Epoch 11 Batch 66/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.232, Loss: 0.967 Epoch 11 Batch 67/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 1.025 Epoch 11 Batch 68/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 1.096 Epoch 11 Batch 69/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.977 Epoch 11 Batch 70/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 1.023 Epoch 11 Batch 71/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.948 Epoch 11 Batch 72/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 1.024 Epoch 11 Batch 73/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.997 Epoch 11 Batch 74/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 1.058 Epoch 11 Batch 75/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 1.061 Epoch 11 Batch 76/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.992 Epoch 11 Batch 77/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 1.008 Epoch 11 Batch 78/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 1.042 Epoch 11 Batch 79/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 1.050 Epoch 11 Batch 80/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.965 Epoch 11 Batch 81/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.968 Epoch 11 Batch 82/1077 - Train Accuracy: 0.238, Validation Accuracy: 0.232, Loss: 0.981 Epoch 11 Batch 83/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 1.061 Epoch 11 Batch 84/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 1.001 Epoch 11 Batch 85/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 1.022 Epoch 11 Batch 86/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.997 Epoch 11 Batch 87/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 1.076 Epoch 11 Batch 88/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 1.043 Epoch 11 Batch 89/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.995 Epoch 11 Batch 90/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 1.046 Epoch 11 Batch 91/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 1.049 Epoch 11 Batch 92/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.972 Epoch 11 Batch 93/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.982 Epoch 11 Batch 94/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 1.038 Epoch 11 Batch 95/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 1.021 Epoch 11 Batch 96/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.060 Epoch 11 Batch 97/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 1.014 Epoch 11 Batch 98/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 1.006 Epoch 11 Batch 99/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 1.038 Epoch 11 Batch 100/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.954 Epoch 11 Batch 101/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 1.049 Epoch 11 Batch 102/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 1.055 Epoch 11 Batch 103/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 1.074 Epoch 11 Batch 104/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.233, Loss: 1.097 Epoch 11 Batch 105/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.976 Epoch 11 Batch 106/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.233, Loss: 1.020 Epoch 11 Batch 107/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 1.030 Epoch 11 Batch 108/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 1.009 Epoch 11 Batch 109/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.054 Epoch 11 Batch 110/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 1.012 Epoch 11 Batch 111/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.064 Epoch 11 Batch 112/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.018 Epoch 11 Batch 113/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 1.040 Epoch 11 Batch 114/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 1.017 Epoch 11 Batch 115/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.986 Epoch 11 Batch 116/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 1.080 Epoch 11 Batch 117/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 1.044 Epoch 11 Batch 118/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 1.090 Epoch 11 Batch 119/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.983 Epoch 11 Batch 120/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 1.044 Epoch 11 Batch 121/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.973 Epoch 11 Batch 122/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.998 Epoch 11 Batch 123/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.959 Epoch 11 Batch 124/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 1.101 Epoch 11 Batch 125/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 1.018 Epoch 11 Batch 126/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.982 Epoch 11 Batch 127/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.091 Epoch 11 Batch 128/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 1.047 Epoch 11 Batch 129/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 1.057 Epoch 11 Batch 130/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 1.003 Epoch 11 Batch 131/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 1.078 Epoch 11 Batch 132/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 1.014 Epoch 11 Batch 133/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 1.026 Epoch 11 Batch 134/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.996 Epoch 11 Batch 135/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.958 Epoch 11 Batch 136/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 1.042 Epoch 11 Batch 137/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 1.008 Epoch 11 Batch 138/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.998 Epoch 11 Batch 139/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.053 Epoch 11 Batch 140/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 1.025 Epoch 11 Batch 141/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 1.013 Epoch 11 Batch 142/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 1.045 Epoch 11 Batch 143/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.091 Epoch 11 Batch 144/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 1.073 Epoch 11 Batch 145/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 1.038 Epoch 11 Batch 146/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 1.047 Epoch 11 Batch 147/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 1.038 Epoch 11 Batch 148/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 1.057 Epoch 11 Batch 149/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 1.063 Epoch 11 Batch 150/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 1.105 Epoch 11 Batch 151/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 1.058 Epoch 11 Batch 152/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 1.044 Epoch 11 Batch 153/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 1.048 Epoch 11 Batch 154/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 1.046 Epoch 11 Batch 155/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 1.021 Epoch 11 Batch 156/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.990 Epoch 11 Batch 157/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 1.114 Epoch 11 Batch 158/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 1.114 Epoch 11 Batch 159/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 1.034 Epoch 11 Batch 160/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 1.009 Epoch 11 Batch 161/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 1.016 Epoch 11 Batch 162/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.064 Epoch 11 Batch 163/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 1.031 Epoch 11 Batch 164/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.972 Epoch 11 Batch 165/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 1.042 Epoch 11 Batch 166/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 1.022 Epoch 11 Batch 167/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 1.012 Epoch 11 Batch 168/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 1.020 Epoch 11 Batch 169/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 1.011 Epoch 11 Batch 170/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 1.018 Epoch 11 Batch 171/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.971 Epoch 11 Batch 172/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 1.016 Epoch 11 Batch 173/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 1.033 Epoch 11 Batch 174/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 1.041 Epoch 11 Batch 175/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.001 Epoch 11 Batch 176/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 1.064 Epoch 11 Batch 177/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 1.060 Epoch 11 Batch 178/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.977 Epoch 11 Batch 179/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.995 Epoch 11 Batch 180/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 1.000 Epoch 11 Batch 181/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 1.041 Epoch 11 Batch 182/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.999 Epoch 11 Batch 183/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.976 Epoch 11 Batch 184/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 1.092 Epoch 11 Batch 185/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 1.013 Epoch 11 Batch 186/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 1.026 Epoch 11 Batch 187/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 1.008 Epoch 11 Batch 188/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 1.020 Epoch 11 Batch 189/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 1.001 Epoch 11 Batch 190/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 1.012 Epoch 11 Batch 191/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.232, Loss: 1.016 Epoch 11 Batch 192/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 1.007 Epoch 11 Batch 193/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 1.020 Epoch 11 Batch 194/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 1.002 Epoch 11 Batch 195/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.985 Epoch 11 Batch 196/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 1.023 Epoch 11 Batch 197/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 1.079 Epoch 11 Batch 198/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 1.022 Epoch 11 Batch 199/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 1.020 Epoch 11 Batch 200/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.988 Epoch 11 Batch 201/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 1.015 Epoch 11 Batch 202/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 1.038 Epoch 11 Batch 203/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 1.029 Epoch 11 Batch 204/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 1.041 Epoch 11 Batch 205/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 1.007 Epoch 11 Batch 206/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.996 Epoch 11 Batch 207/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 1.043 Epoch 11 Batch 208/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 1.060 Epoch 11 Batch 209/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 1.009 Epoch 11 Batch 210/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 1.061 Epoch 11 Batch 211/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 1.031 Epoch 11 Batch 212/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 1.030 Epoch 11 Batch 213/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 1.001 Epoch 11 Batch 214/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 1.034 Epoch 11 Batch 215/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 1.020 Epoch 11 Batch 216/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 1.077 Epoch 11 Batch 217/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 1.056 Epoch 11 Batch 218/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 1.092 Epoch 11 Batch 219/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.956 Epoch 11 Batch 220/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 1.046 Epoch 11 Batch 221/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 1.008 Epoch 11 Batch 222/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 1.010 Epoch 11 Batch 223/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.958 Epoch 11 Batch 224/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.997 Epoch 11 Batch 225/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.961 Epoch 11 Batch 226/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 1.042 Epoch 11 Batch 227/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 1.095 Epoch 11 Batch 228/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.989 Epoch 11 Batch 229/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 1.031 Epoch 11 Batch 230/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.994 Epoch 11 Batch 231/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 1.024 Epoch 11 Batch 232/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.231, Loss: 1.048 Epoch 11 Batch 233/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 1.024 Epoch 11 Batch 234/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 1.040 Epoch 11 Batch 235/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 1.005 Epoch 11 Batch 236/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.999 Epoch 11 Batch 237/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 1.033 Epoch 11 Batch 238/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 1.075 Epoch 11 Batch 239/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.967 Epoch 11 Batch 240/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 1.005 Epoch 11 Batch 241/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 1.037 Epoch 11 Batch 242/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 1.027 Epoch 11 Batch 243/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 1.099 Epoch 11 Batch 244/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.232, Loss: 1.042 Epoch 11 Batch 245/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 1.004 Epoch 11 Batch 246/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.970 Epoch 11 Batch 247/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 1.020 Epoch 11 Batch 248/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.998 Epoch 11 Batch 249/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 1.016 Epoch 11 Batch 250/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.232, Loss: 1.034 Epoch 11 Batch 251/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 1.041 Epoch 11 Batch 252/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.969 Epoch 11 Batch 253/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.232, Loss: 0.963 Epoch 11 Batch 254/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.922 Epoch 11 Batch 255/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 1.003 Epoch 11 Batch 256/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 1.158 Epoch 11 Batch 257/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 1.006 Epoch 11 Batch 258/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 1.011 Epoch 11 Batch 259/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 1.005 Epoch 11 Batch 260/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 1.024 Epoch 11 Batch 261/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 1.028 Epoch 11 Batch 262/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 1.039 Epoch 11 Batch 263/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 1.027 Epoch 11 Batch 264/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 1.017 Epoch 11 Batch 265/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 1.063 Epoch 11 Batch 266/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 1.038 Epoch 11 Batch 267/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.232, Loss: 0.997 Epoch 11 Batch 268/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 1.005 Epoch 11 Batch 269/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 1.005 Epoch 11 Batch 270/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 1.066 Epoch 11 Batch 271/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.973 Epoch 11 Batch 272/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 1.047 Epoch 11 Batch 273/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 1.035 Epoch 11 Batch 274/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 1.046 Epoch 11 Batch 275/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.998 Epoch 11 Batch 276/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 1.122 Epoch 11 Batch 277/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.231, Loss: 0.962 Epoch 11 Batch 278/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 1.023 Epoch 11 Batch 279/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 1.035 Epoch 11 Batch 280/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 1.038 Epoch 11 Batch 281/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 1.021 Epoch 11 Batch 282/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.976 Epoch 11 Batch 283/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 1.030 Epoch 11 Batch 284/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 1.080 Epoch 11 Batch 285/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.998 Epoch 11 Batch 286/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 1.027 Epoch 11 Batch 287/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.998 Epoch 11 Batch 288/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 1.057 Epoch 11 Batch 289/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 1.016 Epoch 11 Batch 290/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 1.019 Epoch 11 Batch 291/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 1.032 Epoch 11 Batch 292/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 1.001 Epoch 11 Batch 293/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 1.034 Epoch 11 Batch 294/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.232, Loss: 1.062 Epoch 11 Batch 295/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 1.014 Epoch 11 Batch 296/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 1.019 Epoch 11 Batch 297/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 1.069 Epoch 11 Batch 298/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 1.129 Epoch 11 Batch 299/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.231, Loss: 1.083 Epoch 11 Batch 300/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 1.014 Epoch 11 Batch 301/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 1.040 Epoch 11 Batch 302/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 1.038 Epoch 11 Batch 303/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.232, Loss: 1.087 Epoch 11 Batch 304/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.989 Epoch 11 Batch 305/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.945 Epoch 11 Batch 306/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 1.050 Epoch 11 Batch 307/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 1.003 Epoch 11 Batch 308/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 1.054 Epoch 11 Batch 309/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.977 Epoch 11 Batch 310/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.946 Epoch 11 Batch 311/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 1.006 Epoch 11 Batch 312/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 1.074 Epoch 11 Batch 313/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 1.032 Epoch 11 Batch 314/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.984 Epoch 11 Batch 315/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.980 Epoch 11 Batch 316/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 1.044 Epoch 11 Batch 317/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 1.065 Epoch 11 Batch 318/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 1.015 Epoch 11 Batch 319/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 1.055 Epoch 11 Batch 320/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.090 Epoch 11 Batch 321/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 1.056 Epoch 11 Batch 322/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.232, Loss: 1.017 Epoch 11 Batch 323/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 1.079 Epoch 11 Batch 324/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 1.023 Epoch 11 Batch 325/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 1.089 Epoch 11 Batch 326/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 1.032 Epoch 11 Batch 327/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 1.020 Epoch 11 Batch 328/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 1.036 Epoch 11 Batch 329/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 1.066 Epoch 11 Batch 330/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 1.000 Epoch 11 Batch 331/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 1.007 Epoch 11 Batch 332/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.999 Epoch 11 Batch 333/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 1.002 Epoch 11 Batch 334/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 1.036 Epoch 11 Batch 335/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 1.060 Epoch 11 Batch 336/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 1.088 Epoch 11 Batch 337/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 1.003 Epoch 11 Batch 338/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 1.113 Epoch 11 Batch 339/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 1.048 Epoch 11 Batch 340/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.996 Epoch 11 Batch 341/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 1.115 Epoch 11 Batch 342/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 1.024 Epoch 11 Batch 343/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 1.049 Epoch 11 Batch 344/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 1.006 Epoch 11 Batch 345/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 1.017 Epoch 11 Batch 346/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 1.008 Epoch 11 Batch 347/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 1.040 Epoch 11 Batch 348/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 1.019 Epoch 11 Batch 349/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 1.012 Epoch 11 Batch 350/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 1.007 Epoch 11 Batch 351/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 1.023 Epoch 11 Batch 352/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.977 Epoch 11 Batch 353/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 1.016 Epoch 11 Batch 354/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 1.045 Epoch 11 Batch 355/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 1.024 Epoch 11 Batch 356/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 1.026 Epoch 11 Batch 357/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 1.051 Epoch 11 Batch 358/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 1.008 Epoch 11 Batch 359/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 1.021 Epoch 11 Batch 360/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.993 Epoch 11 Batch 361/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 1.070 Epoch 11 Batch 362/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 1.038 Epoch 11 Batch 363/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 1.045 Epoch 11 Batch 364/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.985 Epoch 11 Batch 365/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.969 Epoch 11 Batch 366/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.983 Epoch 11 Batch 367/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.974 Epoch 11 Batch 368/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 1.022 Epoch 11 Batch 369/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 1.064 Epoch 11 Batch 370/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 1.026 Epoch 11 Batch 371/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 1.028 Epoch 11 Batch 372/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 1.030 Epoch 11 Batch 373/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 1.047 Epoch 11 Batch 374/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.950 Epoch 11 Batch 375/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.233, Loss: 1.057 Epoch 11 Batch 376/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.233, Loss: 1.003 Epoch 11 Batch 377/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 1.022 Epoch 11 Batch 378/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 1.015 Epoch 11 Batch 379/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 1.043 Epoch 11 Batch 380/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 1.049 Epoch 11 Batch 381/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.049 Epoch 11 Batch 382/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 1.092 Epoch 11 Batch 383/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.989 Epoch 11 Batch 384/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 1.024 Epoch 11 Batch 385/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 1.007 Epoch 11 Batch 386/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 1.021 Epoch 11 Batch 387/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.961 Epoch 11 Batch 388/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 1.027 Epoch 11 Batch 389/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 1.024 Epoch 11 Batch 390/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 1.071 Epoch 11 Batch 391/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 1.026 Epoch 11 Batch 392/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 1.003 Epoch 11 Batch 393/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 1.014 Epoch 11 Batch 394/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.991 Epoch 11 Batch 395/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.993 Epoch 11 Batch 396/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 1.051 Epoch 11 Batch 397/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 1.033 Epoch 11 Batch 398/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 1.056 Epoch 11 Batch 399/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 1.020 Epoch 11 Batch 400/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.948 Epoch 11 Batch 401/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 1.021 Epoch 11 Batch 402/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.983 Epoch 11 Batch 403/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 1.047 Epoch 11 Batch 404/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 1.019 Epoch 11 Batch 405/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 1.099 Epoch 11 Batch 406/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.232, Loss: 0.968 Epoch 11 Batch 407/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 1.018 Epoch 11 Batch 408/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 1.063 Epoch 11 Batch 409/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 1.032 Epoch 11 Batch 410/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 1.089 Epoch 11 Batch 411/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 1.079 Epoch 11 Batch 412/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 1.008 Epoch 11 Batch 413/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 1.038 Epoch 11 Batch 414/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 1.041 Epoch 11 Batch 415/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 1.037 Epoch 11 Batch 416/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.996 Epoch 11 Batch 417/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 1.090 Epoch 11 Batch 418/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 1.116 Epoch 11 Batch 419/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 1.019 Epoch 11 Batch 420/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.971 Epoch 11 Batch 421/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 1.031 Epoch 11 Batch 422/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.968 Epoch 11 Batch 423/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 1.023 Epoch 11 Batch 424/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.985 Epoch 11 Batch 425/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.997 Epoch 11 Batch 426/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 1.036 Epoch 11 Batch 427/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 1.054 Epoch 11 Batch 428/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 1.012 Epoch 11 Batch 429/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.968 Epoch 11 Batch 430/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.971 Epoch 11 Batch 431/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 1.028 Epoch 11 Batch 432/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 1.027 Epoch 11 Batch 433/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 1.031 Epoch 11 Batch 434/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 1.047 Epoch 11 Batch 435/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 1.071 Epoch 11 Batch 436/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 1.067 Epoch 11 Batch 437/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 1.002 Epoch 11 Batch 438/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 1.003 Epoch 11 Batch 439/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 1.017 Epoch 11 Batch 440/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 1.021 Epoch 11 Batch 441/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 1.012 Epoch 11 Batch 442/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 1.015 Epoch 11 Batch 443/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 1.020 Epoch 11 Batch 444/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.960 Epoch 11 Batch 445/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 1.098 Epoch 11 Batch 446/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 1.014 Epoch 11 Batch 447/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 1.020 Epoch 11 Batch 448/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 1.042 Epoch 11 Batch 449/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 1.007 Epoch 11 Batch 450/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 1.016 Epoch 11 Batch 451/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 1.017 Epoch 11 Batch 452/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 1.032 Epoch 11 Batch 453/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 1.016 Epoch 11 Batch 454/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 1.035 Epoch 11 Batch 455/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.231, Loss: 1.035 Epoch 11 Batch 456/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 1.083 Epoch 11 Batch 457/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 1.048 Epoch 11 Batch 458/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 1.001 Epoch 11 Batch 459/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 1.039 Epoch 11 Batch 460/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 1.099 Epoch 11 Batch 461/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 1.085 Epoch 11 Batch 462/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 1.026 Epoch 11 Batch 463/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 1.019 Epoch 11 Batch 464/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 1.067 Epoch 11 Batch 465/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 1.022 Epoch 11 Batch 466/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 1.019 Epoch 11 Batch 467/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 1.050 Epoch 11 Batch 468/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 1.010 Epoch 11 Batch 469/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 1.023 Epoch 11 Batch 470/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 1.005 Epoch 11 Batch 471/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 1.017 Epoch 11 Batch 472/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 1.031 Epoch 11 Batch 473/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 1.062 Epoch 11 Batch 474/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 1.074 Epoch 11 Batch 475/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 1.071 Epoch 11 Batch 476/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.231, Loss: 1.081 Epoch 11 Batch 477/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.232, Loss: 1.061 Epoch 11 Batch 478/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 1.052 Epoch 11 Batch 479/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 1.068 Epoch 11 Batch 480/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 1.061 Epoch 11 Batch 481/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 1.053 Epoch 11 Batch 482/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.231, Loss: 1.107 Epoch 11 Batch 483/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 1.034 Epoch 11 Batch 484/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 1.056 Epoch 11 Batch 485/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.973 Epoch 11 Batch 486/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.996 Epoch 11 Batch 487/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 1.000 Epoch 11 Batch 488/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.231, Loss: 1.019 Epoch 11 Batch 489/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 1.002 Epoch 11 Batch 490/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.999 Epoch 11 Batch 491/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 1.006 Epoch 11 Batch 492/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.997 Epoch 11 Batch 493/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 1.017 Epoch 11 Batch 494/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 1.055 Epoch 11 Batch 495/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 1.025 Epoch 11 Batch 496/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.979 Epoch 11 Batch 497/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.231, Loss: 1.064 Epoch 11 Batch 498/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 1.035 Epoch 11 Batch 499/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.231, Loss: 0.973 Epoch 11 Batch 500/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 1.038 Epoch 11 Batch 501/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 1.008 Epoch 11 Batch 502/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.991 Epoch 11 Batch 503/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.969 Epoch 11 Batch 504/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 1.022 Epoch 11 Batch 505/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 1.012 Epoch 11 Batch 506/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 1.024 Epoch 11 Batch 507/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.951 Epoch 11 Batch 508/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 1.050 Epoch 11 Batch 509/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 1.065 Epoch 11 Batch 510/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.959 Epoch 11 Batch 511/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 1.074 Epoch 11 Batch 512/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 1.026 Epoch 11 Batch 513/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 1.050 Epoch 11 Batch 514/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 1.063 Epoch 11 Batch 515/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.988 Epoch 11 Batch 516/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.943 Epoch 11 Batch 517/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 1.020 Epoch 11 Batch 518/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 1.049 Epoch 11 Batch 519/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.990 Epoch 11 Batch 520/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.977 Epoch 11 Batch 521/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 1.001 Epoch 11 Batch 522/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 1.041 Epoch 11 Batch 523/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.999 Epoch 11 Batch 524/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 1.085 Epoch 11 Batch 525/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.230, Loss: 0.992 Epoch 11 Batch 526/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 1.000 Epoch 11 Batch 527/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 1.081 Epoch 11 Batch 528/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 1.054 Epoch 11 Batch 529/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.964 Epoch 11 Batch 530/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 1.031 Epoch 11 Batch 531/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 1.039 Epoch 11 Batch 532/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 1.039 Epoch 11 Batch 533/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 1.059 Epoch 11 Batch 534/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 1.026 Epoch 11 Batch 535/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 1.009 Epoch 11 Batch 536/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 1.042 Epoch 11 Batch 537/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 1.053 Epoch 11 Batch 538/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 1.002 Epoch 11 Batch 539/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 1.050 Epoch 11 Batch 540/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.948 Epoch 11 Batch 541/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 1.056 Epoch 11 Batch 542/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 1.001 Epoch 11 Batch 543/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 1.054 Epoch 11 Batch 544/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.996 Epoch 11 Batch 545/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 1.083 Epoch 11 Batch 546/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 1.002 Epoch 11 Batch 547/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.981 Epoch 11 Batch 548/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 1.059 Epoch 11 Batch 549/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 1.049 Epoch 11 Batch 550/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 1.035 Epoch 11 Batch 551/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 1.077 Epoch 11 Batch 552/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 1.008 Epoch 11 Batch 553/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 1.051 Epoch 11 Batch 554/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 1.064 Epoch 11 Batch 555/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 1.043 Epoch 11 Batch 556/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 1.031 Epoch 11 Batch 557/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 1.048 Epoch 11 Batch 558/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 1.029 Epoch 11 Batch 559/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 1.051 Epoch 11 Batch 560/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 1.037 Epoch 11 Batch 561/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.987 Epoch 11 Batch 562/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 1.040 Epoch 11 Batch 563/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 1.118 Epoch 11 Batch 564/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 1.039 Epoch 11 Batch 565/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 1.083 Epoch 11 Batch 566/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 1.005 Epoch 11 Batch 567/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 1.046 Epoch 11 Batch 568/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 1.060 Epoch 11 Batch 569/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 1.047 Epoch 11 Batch 570/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.229, Loss: 1.102 Epoch 11 Batch 571/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 1.060 Epoch 11 Batch 572/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.229, Loss: 1.017 Epoch 11 Batch 573/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 1.004 Epoch 11 Batch 574/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 1.021 Epoch 11 Batch 575/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 1.033 Epoch 11 Batch 576/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 1.038 Epoch 11 Batch 577/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 1.008 Epoch 11 Batch 578/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 1.047 Epoch 11 Batch 579/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.999 Epoch 11 Batch 580/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.229, Loss: 0.991 Epoch 11 Batch 581/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.994 Epoch 11 Batch 582/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 1.005 Epoch 11 Batch 583/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 1.022 Epoch 11 Batch 584/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 1.053 Epoch 11 Batch 585/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 1.040 Epoch 11 Batch 586/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.979 Epoch 11 Batch 587/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 1.045 Epoch 11 Batch 588/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 1.078 Epoch 11 Batch 589/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 1.040 Epoch 11 Batch 590/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 1.025 Epoch 11 Batch 591/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.229, Loss: 1.030 Epoch 11 Batch 592/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 1.046 Epoch 11 Batch 593/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 1.036 Epoch 11 Batch 594/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.999 Epoch 11 Batch 595/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 1.012 Epoch 11 Batch 596/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 1.032 Epoch 11 Batch 597/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 1.085 Epoch 11 Batch 598/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 1.065 Epoch 11 Batch 599/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 1.069 Epoch 11 Batch 600/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.229, Loss: 1.029 Epoch 11 Batch 601/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 1.045 Epoch 11 Batch 602/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 1.035 Epoch 11 Batch 603/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 1.025 Epoch 11 Batch 604/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 1.024 Epoch 11 Batch 605/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 1.011 Epoch 11 Batch 606/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 1.005 Epoch 11 Batch 607/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.230, Loss: 1.061 Epoch 11 Batch 608/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 1.067 Epoch 11 Batch 609/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.945 Epoch 11 Batch 610/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 1.037 Epoch 11 Batch 611/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.230, Loss: 1.006 Epoch 11 Batch 612/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.950 Epoch 11 Batch 613/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 1.057 Epoch 11 Batch 614/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.989 Epoch 11 Batch 615/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 1.050 Epoch 11 Batch 616/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 1.020 Epoch 11 Batch 617/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 1.007 Epoch 11 Batch 618/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 1.001 Epoch 11 Batch 619/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.230, Loss: 1.080 Epoch 11 Batch 620/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 1.069 Epoch 11 Batch 621/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 1.089 Epoch 11 Batch 622/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 1.026 Epoch 11 Batch 623/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 1.034 Epoch 11 Batch 624/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.229, Loss: 0.991 Epoch 11 Batch 625/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 1.023 Epoch 11 Batch 626/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.230, Loss: 1.039 Epoch 11 Batch 627/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.994 Epoch 11 Batch 628/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 1.036 Epoch 11 Batch 629/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 1.005 Epoch 11 Batch 630/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.971 Epoch 11 Batch 631/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.974 Epoch 11 Batch 632/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.971 Epoch 11 Batch 633/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 1.040 Epoch 11 Batch 634/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.946 Epoch 11 Batch 635/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 1.051 Epoch 11 Batch 636/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 1.015 Epoch 11 Batch 637/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 1.095 Epoch 11 Batch 638/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 1.030 Epoch 11 Batch 639/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 1.042 Epoch 11 Batch 640/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.965 Epoch 11 Batch 641/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 1.039 Epoch 11 Batch 642/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.998 Epoch 11 Batch 643/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 1.011 Epoch 11 Batch 644/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 1.012 Epoch 11 Batch 645/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 1.027 Epoch 11 Batch 646/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.230, Loss: 1.089 Epoch 11 Batch 647/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 1.084 Epoch 11 Batch 648/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.229, Loss: 1.002 Epoch 11 Batch 649/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 1.032 Epoch 11 Batch 650/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 1.023 Epoch 11 Batch 651/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.972 Epoch 11 Batch 652/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.228, Loss: 1.070 Epoch 11 Batch 653/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.228, Loss: 1.030 Epoch 11 Batch 654/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 1.038 Epoch 11 Batch 655/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 1.039 Epoch 11 Batch 656/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.228, Loss: 0.981 Epoch 11 Batch 657/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 1.044 Epoch 11 Batch 658/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.950 Epoch 11 Batch 659/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 1.086 Epoch 11 Batch 660/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 1.043 Epoch 11 Batch 661/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 1.003 Epoch 11 Batch 662/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.974 Epoch 11 Batch 663/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.981 Epoch 11 Batch 664/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 1.011 Epoch 11 Batch 665/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 1.014 Epoch 11 Batch 666/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 1.011 Epoch 11 Batch 667/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.229, Loss: 1.044 Epoch 11 Batch 668/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 1.009 Epoch 11 Batch 669/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 1.014 Epoch 11 Batch 670/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.229, Loss: 1.002 Epoch 11 Batch 671/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.969 Epoch 11 Batch 672/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.995 Epoch 11 Batch 673/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 1.049 Epoch 11 Batch 674/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.998 Epoch 11 Batch 675/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 1.113 Epoch 11 Batch 676/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 1.004 Epoch 11 Batch 677/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 1.068 Epoch 11 Batch 678/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 1.058 Epoch 11 Batch 679/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 1.094 Epoch 11 Batch 680/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 1.072 Epoch 11 Batch 681/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 1.044 Epoch 11 Batch 682/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.230, Loss: 1.059 Epoch 11 Batch 683/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 1.004 Epoch 11 Batch 684/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.950 Epoch 11 Batch 685/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 1.081 Epoch 11 Batch 686/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.230, Loss: 1.021 Epoch 11 Batch 687/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 1.009 Epoch 11 Batch 688/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 1.003 Epoch 11 Batch 689/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.995 Epoch 11 Batch 690/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 1.099 Epoch 11 Batch 691/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 1.049 Epoch 11 Batch 692/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.999 Epoch 11 Batch 693/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 1.018 Epoch 11 Batch 694/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 1.067 Epoch 11 Batch 695/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.229, Loss: 1.034 Epoch 11 Batch 696/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.994 Epoch 11 Batch 697/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 1.034 Epoch 11 Batch 698/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.967 Epoch 11 Batch 699/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.229, Loss: 0.984 Epoch 11 Batch 700/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.991 Epoch 11 Batch 701/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 1.050 Epoch 11 Batch 702/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 1.035 Epoch 11 Batch 703/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.958 Epoch 11 Batch 704/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 1.053 Epoch 11 Batch 705/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.978 Epoch 11 Batch 706/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 1.076 Epoch 11 Batch 707/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 1.027 Epoch 11 Batch 708/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 1.019 Epoch 11 Batch 709/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.997 Epoch 11 Batch 710/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 1.018 Epoch 11 Batch 711/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 1.017 Epoch 11 Batch 712/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 1.018 Epoch 11 Batch 713/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.230, Loss: 1.047 Epoch 11 Batch 714/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 1.044 Epoch 11 Batch 715/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 1.013 Epoch 11 Batch 716/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 1.051 Epoch 11 Batch 717/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 1.050 Epoch 11 Batch 718/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 1.047 Epoch 11 Batch 719/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 1.063 Epoch 11 Batch 720/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.229, Loss: 1.034 Epoch 11 Batch 721/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 1.090 Epoch 11 Batch 722/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.992 Epoch 11 Batch 723/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 1.064 Epoch 11 Batch 724/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.228, Loss: 0.998 Epoch 11 Batch 725/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.919 Epoch 11 Batch 726/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.975 Epoch 11 Batch 727/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 1.068 Epoch 11 Batch 728/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 1.056 Epoch 11 Batch 729/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 1.047 Epoch 11 Batch 730/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 1.024 Epoch 11 Batch 731/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 1.014 Epoch 11 Batch 732/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.228, Loss: 0.990 Epoch 11 Batch 733/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.228, Loss: 1.062 Epoch 11 Batch 734/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.228, Loss: 1.064 Epoch 11 Batch 735/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.228, Loss: 1.022 Epoch 11 Batch 736/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.228, Loss: 1.000 Epoch 11 Batch 737/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 1.108 Epoch 11 Batch 738/1077 - Train Accuracy: 0.292, Validation Accuracy: 0.228, Loss: 1.017 Epoch 11 Batch 739/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 1.033 Epoch 11 Batch 740/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.228, Loss: 1.011 Epoch 11 Batch 741/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.993 Epoch 11 Batch 742/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 1.029 Epoch 11 Batch 743/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 1.006 Epoch 11 Batch 744/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.229, Loss: 1.014 Epoch 11 Batch 745/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 1.088 Epoch 11 Batch 746/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 1.043 Epoch 11 Batch 747/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 1.039 Epoch 11 Batch 748/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.228, Loss: 0.999 Epoch 11 Batch 749/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 1.031 Epoch 11 Batch 750/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 0.935 Epoch 11 Batch 751/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.935 Epoch 11 Batch 752/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.980 Epoch 11 Batch 753/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 1.019 Epoch 11 Batch 754/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 1.025 Epoch 11 Batch 755/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 1.033 Epoch 11 Batch 756/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.954 Epoch 11 Batch 757/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 1.064 Epoch 11 Batch 758/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 1.081 Epoch 11 Batch 759/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 1.023 Epoch 11 Batch 760/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.981 Epoch 11 Batch 761/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 1.004 Epoch 11 Batch 762/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 1.031 Epoch 11 Batch 763/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 1.029 Epoch 11 Batch 764/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.978 Epoch 11 Batch 765/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 1.012 Epoch 11 Batch 766/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 1.030 Epoch 11 Batch 767/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 1.000 Epoch 11 Batch 768/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 1.037 Epoch 11 Batch 769/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.984 Epoch 11 Batch 770/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 1.005 Epoch 11 Batch 771/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 1.091 Epoch 11 Batch 772/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 1.035 Epoch 11 Batch 773/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 1.015 Epoch 11 Batch 774/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 1.006 Epoch 11 Batch 775/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 1.063 Epoch 11 Batch 776/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 1.053 Epoch 11 Batch 777/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 1.047 Epoch 11 Batch 778/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 1.032 Epoch 11 Batch 779/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.971 Epoch 11 Batch 780/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 1.011 Epoch 11 Batch 781/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.229, Loss: 0.984 Epoch 11 Batch 782/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 1.065 Epoch 11 Batch 783/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.958 Epoch 11 Batch 784/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.977 Epoch 11 Batch 785/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.963 Epoch 11 Batch 786/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 1.085 Epoch 11 Batch 787/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 1.035 Epoch 11 Batch 788/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 1.003 Epoch 11 Batch 789/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 1.032 Epoch 11 Batch 790/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 1.076 Epoch 11 Batch 791/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.998 Epoch 11 Batch 792/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 1.052 Epoch 11 Batch 793/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 1.099 Epoch 11 Batch 794/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 1.008 Epoch 11 Batch 795/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 1.098 Epoch 11 Batch 796/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 1.049 Epoch 11 Batch 797/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 1.000 Epoch 11 Batch 798/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 1.038 Epoch 11 Batch 799/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 1.135 Epoch 11 Batch 800/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 1.015 Epoch 11 Batch 801/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 1.041 Epoch 11 Batch 802/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 1.042 Epoch 11 Batch 803/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 1.081 Epoch 11 Batch 804/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.975 Epoch 11 Batch 805/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.229, Loss: 1.027 Epoch 11 Batch 806/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.229, Loss: 0.982 Epoch 11 Batch 807/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 1.002 Epoch 11 Batch 808/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.992 Epoch 11 Batch 809/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.228, Loss: 1.095 Epoch 11 Batch 810/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 1.039 Epoch 11 Batch 811/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 1.004 Epoch 11 Batch 812/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.977 Epoch 11 Batch 813/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 1.024 Epoch 11 Batch 814/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 1.032 Epoch 11 Batch 815/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 1.024 Epoch 11 Batch 816/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.229, Loss: 1.047 Epoch 11 Batch 817/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 1.024 Epoch 11 Batch 818/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 1.060 Epoch 11 Batch 819/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 1.028 Epoch 11 Batch 820/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 1.055 Epoch 11 Batch 821/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.991 Epoch 11 Batch 822/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 1.037 Epoch 11 Batch 823/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 1.059 Epoch 11 Batch 824/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.979 Epoch 11 Batch 825/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.992 Epoch 11 Batch 826/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 1.002 Epoch 11 Batch 827/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.992 Epoch 11 Batch 828/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 1.077 Epoch 11 Batch 829/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.229, Loss: 1.030 Epoch 11 Batch 830/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 1.099 Epoch 11 Batch 831/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 1.049 Epoch 11 Batch 832/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 1.008 Epoch 11 Batch 833/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 1.064 Epoch 11 Batch 834/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.230, Loss: 0.965 Epoch 11 Batch 835/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.981 Epoch 11 Batch 836/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 1.072 Epoch 11 Batch 837/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 1.013 Epoch 11 Batch 838/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 1.070 Epoch 11 Batch 839/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.955 Epoch 11 Batch 840/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.992 Epoch 11 Batch 841/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 1.025 Epoch 11 Batch 842/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.992 Epoch 11 Batch 843/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.980 Epoch 11 Batch 844/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.229, Loss: 1.012 Epoch 11 Batch 845/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 1.067 Epoch 11 Batch 846/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.976 Epoch 11 Batch 847/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 1.061 Epoch 11 Batch 848/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 1.071 Epoch 11 Batch 849/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.990 Epoch 11 Batch 850/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 1.025 Epoch 11 Batch 851/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 1.099 Epoch 11 Batch 852/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 1.004 Epoch 11 Batch 853/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.229, Loss: 1.039 Epoch 11 Batch 854/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.990 Epoch 11 Batch 855/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 1.009 Epoch 11 Batch 856/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.229, Loss: 0.982 Epoch 11 Batch 857/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 1.036 Epoch 11 Batch 858/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 1.017 Epoch 11 Batch 859/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.229, Loss: 1.033 Epoch 11 Batch 860/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.229, Loss: 1.028 Epoch 11 Batch 861/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 1.052 Epoch 11 Batch 862/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 1.020 Epoch 11 Batch 863/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 1.028 Epoch 11 Batch 864/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 1.017 Epoch 11 Batch 865/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.230, Loss: 1.013 Epoch 11 Batch 866/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 1.012 Epoch 11 Batch 867/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 1.085 Epoch 11 Batch 868/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 1.033 Epoch 11 Batch 869/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 1.040 Epoch 11 Batch 870/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.230, Loss: 1.031 Epoch 11 Batch 871/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 1.046 Epoch 11 Batch 872/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 1.034 Epoch 11 Batch 873/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 1.024 Epoch 11 Batch 874/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 1.074 Epoch 11 Batch 875/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.228, Loss: 0.993 Epoch 11 Batch 876/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 1.022 Epoch 11 Batch 877/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.989 Epoch 11 Batch 878/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 1.020 Epoch 11 Batch 879/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 1.049 Epoch 11 Batch 880/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 0.986 Epoch 11 Batch 881/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 1.019 Epoch 11 Batch 882/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.229, Loss: 1.051 Epoch 11 Batch 883/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 1.065 Epoch 11 Batch 884/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 1.048 Epoch 11 Batch 885/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.229, Loss: 0.979 Epoch 11 Batch 886/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.995 Epoch 11 Batch 887/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.987 Epoch 11 Batch 888/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 1.031 Epoch 11 Batch 889/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.229, Loss: 1.086 Epoch 11 Batch 890/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.229, Loss: 1.005 Epoch 11 Batch 891/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 1.093 Epoch 11 Batch 892/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.228, Loss: 1.053 Epoch 11 Batch 893/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.228, Loss: 1.104 Epoch 11 Batch 894/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 1.001 Epoch 11 Batch 895/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 1.090 Epoch 11 Batch 896/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 1.005 Epoch 11 Batch 897/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 1.102 Epoch 11 Batch 898/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 1.067 Epoch 11 Batch 899/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 1.067 Epoch 11 Batch 900/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 1.099 Epoch 11 Batch 901/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 1.001 Epoch 11 Batch 902/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.229, Loss: 1.006 Epoch 11 Batch 903/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.979 Epoch 11 Batch 904/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.993 Epoch 11 Batch 905/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 1.027 Epoch 11 Batch 906/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 1.049 Epoch 11 Batch 907/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 1.000 Epoch 11 Batch 908/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 1.065 Epoch 11 Batch 909/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 1.059 Epoch 11 Batch 910/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 1.024 Epoch 11 Batch 911/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.228, Loss: 0.953 Epoch 11 Batch 912/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 1.019 Epoch 11 Batch 913/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 1.051 Epoch 11 Batch 914/1077 - Train Accuracy: 0.296, Validation Accuracy: 0.228, Loss: 0.945 Epoch 11 Batch 915/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.983 Epoch 11 Batch 916/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 1.007 Epoch 11 Batch 917/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 1.020 Epoch 11 Batch 918/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 1.029 Epoch 11 Batch 919/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.229, Loss: 1.079 Epoch 11 Batch 920/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 1.062 Epoch 11 Batch 921/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 1.031 Epoch 11 Batch 922/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 1.082 Epoch 11 Batch 923/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.228, Loss: 0.979 Epoch 11 Batch 924/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.228, Loss: 1.014 Epoch 11 Batch 925/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.998 Epoch 11 Batch 926/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 1.075 Epoch 11 Batch 927/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 1.095 Epoch 11 Batch 928/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.972 Epoch 11 Batch 929/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.042 Epoch 11 Batch 930/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.227, Loss: 0.986 Epoch 11 Batch 931/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 1.014 Epoch 11 Batch 932/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 1.061 Epoch 11 Batch 933/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 1.005 Epoch 11 Batch 934/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 1.064 Epoch 11 Batch 935/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 1.053 Epoch 11 Batch 936/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 1.011 Epoch 11 Batch 937/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.228, Loss: 1.043 Epoch 11 Batch 938/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 1.031 Epoch 11 Batch 939/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.988 Epoch 11 Batch 940/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 1.039 Epoch 11 Batch 941/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 1.003 Epoch 11 Batch 942/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 1.074 Epoch 11 Batch 943/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 1.025 Epoch 11 Batch 944/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 1.034 Epoch 11 Batch 945/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 1.011 Epoch 11 Batch 946/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 1.026 Epoch 11 Batch 947/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 1.073 Epoch 11 Batch 948/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 1.033 Epoch 11 Batch 949/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.229, Loss: 1.020 Epoch 11 Batch 950/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.995 Epoch 11 Batch 951/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.974 Epoch 11 Batch 952/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 1.046 Epoch 11 Batch 953/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.230, Loss: 1.012 Epoch 11 Batch 954/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 1.030 Epoch 11 Batch 955/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.998 Epoch 11 Batch 956/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.991 Epoch 11 Batch 957/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 1.023 Epoch 11 Batch 958/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 1.016 Epoch 11 Batch 959/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.955 Epoch 11 Batch 960/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.979 Epoch 11 Batch 961/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.993 Epoch 11 Batch 962/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.228, Loss: 0.994 Epoch 11 Batch 963/1077 - Train Accuracy: 0.066, Validation Accuracy: 0.228, Loss: 1.066 Epoch 11 Batch 964/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.228, Loss: 1.027 Epoch 11 Batch 965/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.228, Loss: 1.049 Epoch 11 Batch 966/1077 - Train Accuracy: 0.260, Validation Accuracy: 0.228, Loss: 0.966 Epoch 11 Batch 967/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.971 Epoch 11 Batch 968/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 1.035 Epoch 11 Batch 969/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 1.027 Epoch 11 Batch 970/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.073 Epoch 11 Batch 971/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.227, Loss: 0.983 Epoch 11 Batch 972/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.954 Epoch 11 Batch 973/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.992 Epoch 11 Batch 974/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.999 Epoch 11 Batch 975/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.228, Loss: 1.048 Epoch 11 Batch 976/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 1.000 Epoch 11 Batch 977/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.976 Epoch 11 Batch 978/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 1.018 Epoch 11 Batch 979/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 1.010 Epoch 11 Batch 980/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.947 Epoch 11 Batch 981/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 1.034 Epoch 11 Batch 982/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 1.041 Epoch 11 Batch 983/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 1.029 Epoch 11 Batch 984/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 1.073 Epoch 11 Batch 985/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 1.001 Epoch 11 Batch 986/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 1.021 Epoch 11 Batch 987/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.999 Epoch 11 Batch 988/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 1.041 Epoch 11 Batch 989/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 1.041 Epoch 11 Batch 990/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 1.021 Epoch 11 Batch 991/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.229, Loss: 1.005 Epoch 11 Batch 992/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 1.016 Epoch 11 Batch 993/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.229, Loss: 0.929 Epoch 11 Batch 994/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.994 Epoch 11 Batch 995/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.941 Epoch 11 Batch 996/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 1.000 Epoch 11 Batch 997/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 1.054 Epoch 11 Batch 998/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.947 Epoch 11 Batch 999/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 1.012 Epoch 11 Batch 1000/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.991 Epoch 11 Batch 1001/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.229, Loss: 1.048 Epoch 11 Batch 1002/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.229, Loss: 1.005 Epoch 11 Batch 1003/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 1.001 Epoch 11 Batch 1004/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 1.011 Epoch 11 Batch 1005/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.973 Epoch 11 Batch 1006/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.997 Epoch 11 Batch 1007/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 1.003 Epoch 11 Batch 1008/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 1.040 Epoch 11 Batch 1009/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.981 Epoch 11 Batch 1010/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 1.007 Epoch 11 Batch 1011/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.977 Epoch 11 Batch 1012/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.972 Epoch 11 Batch 1013/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.983 Epoch 11 Batch 1014/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 1.065 Epoch 11 Batch 1015/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 1.063 Epoch 11 Batch 1016/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 1.057 Epoch 11 Batch 1017/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.230, Loss: 1.055 Epoch 11 Batch 1018/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 1.048 Epoch 11 Batch 1019/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 1.078 Epoch 11 Batch 1020/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.991 Epoch 11 Batch 1021/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.957 Epoch 11 Batch 1022/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 1.020 Epoch 11 Batch 1023/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.228, Loss: 1.042 Epoch 11 Batch 1024/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 1.028 Epoch 11 Batch 1025/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 1.016 Epoch 11 Batch 1026/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.229, Loss: 0.975 Epoch 11 Batch 1027/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 1.063 Epoch 11 Batch 1028/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 1.002 Epoch 11 Batch 1029/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.999 Epoch 11 Batch 1030/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 1.047 Epoch 11 Batch 1031/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.992 Epoch 11 Batch 1032/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 1.027 Epoch 11 Batch 1033/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.229, Loss: 1.035 Epoch 11 Batch 1034/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 1.044 Epoch 11 Batch 1035/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 1.010 Epoch 11 Batch 1036/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 1.065 Epoch 11 Batch 1037/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 1.010 Epoch 11 Batch 1038/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 1.002 Epoch 11 Batch 1039/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.229, Loss: 0.947 Epoch 11 Batch 1040/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.995 Epoch 11 Batch 1041/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 1.006 Epoch 11 Batch 1042/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.229, Loss: 0.984 Epoch 11 Batch 1043/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.229, Loss: 0.989 Epoch 11 Batch 1044/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.992 Epoch 11 Batch 1045/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 1.048 Epoch 11 Batch 1046/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.983 Epoch 11 Batch 1047/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 1.021 Epoch 11 Batch 1048/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.976 Epoch 11 Batch 1049/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 1.027 Epoch 11 Batch 1050/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 1.019 Epoch 11 Batch 1051/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 1.017 Epoch 11 Batch 1052/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 1.006 Epoch 11 Batch 1053/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 1.038 Epoch 11 Batch 1054/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 1.106 Epoch 11 Batch 1055/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 1.044 Epoch 11 Batch 1056/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 1.048 Epoch 11 Batch 1057/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.227, Loss: 1.055 Epoch 11 Batch 1058/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 1.080 Epoch 11 Batch 1059/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.227, Loss: 1.014 Epoch 11 Batch 1060/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.983 Epoch 11 Batch 1061/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.028 Epoch 11 Batch 1062/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.977 Epoch 11 Batch 1063/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 1.030 Epoch 11 Batch 1064/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.228, Loss: 0.985 Epoch 11 Batch 1065/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 1.050 Epoch 11 Batch 1066/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 1.049 Epoch 11 Batch 1067/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 1.053 Epoch 11 Batch 1068/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.228, Loss: 1.027 Epoch 11 Batch 1069/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.984 Epoch 11 Batch 1070/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 1.016 Epoch 11 Batch 1071/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.992 Epoch 11 Batch 1072/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 1.050 Epoch 11 Batch 1073/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 1.065 Epoch 11 Batch 1074/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 1.006 Epoch 11 Batch 1075/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.228, Loss: 1.052 Epoch 12 Batch 0/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.953 Epoch 12 Batch 1/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.058 Epoch 12 Batch 2/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.227, Loss: 1.046 Epoch 12 Batch 3/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.227, Loss: 1.032 Epoch 12 Batch 4/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.019 Epoch 12 Batch 5/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.995 Epoch 12 Batch 6/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 1.016 Epoch 12 Batch 7/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.228, Loss: 1.044 Epoch 12 Batch 8/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.955 Epoch 12 Batch 9/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 0.998 Epoch 12 Batch 10/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 1.018 Epoch 12 Batch 11/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 1.078 Epoch 12 Batch 12/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 1.044 Epoch 12 Batch 13/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.228, Loss: 1.007 Epoch 12 Batch 14/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 1.043 Epoch 12 Batch 15/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 1.012 Epoch 12 Batch 16/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.990 Epoch 12 Batch 17/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 1.018 Epoch 12 Batch 18/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.980 Epoch 12 Batch 19/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.994 Epoch 12 Batch 20/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 1.001 Epoch 12 Batch 21/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 1.028 Epoch 12 Batch 22/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.995 Epoch 12 Batch 23/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 1.010 Epoch 12 Batch 24/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 1.000 Epoch 12 Batch 25/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 1.004 Epoch 12 Batch 26/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.986 Epoch 12 Batch 27/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.985 Epoch 12 Batch 28/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 1.075 Epoch 12 Batch 29/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 1.026 Epoch 12 Batch 30/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 1.023 Epoch 12 Batch 31/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 1.067 Epoch 12 Batch 32/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.228, Loss: 0.993 Epoch 12 Batch 33/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.935 Epoch 12 Batch 34/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 1.040 Epoch 12 Batch 35/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.995 Epoch 12 Batch 36/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 1.019 Epoch 12 Batch 37/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 1.020 Epoch 12 Batch 38/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.228, Loss: 1.061 Epoch 12 Batch 39/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 1.057 Epoch 12 Batch 40/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.987 Epoch 12 Batch 41/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.227, Loss: 1.063 Epoch 12 Batch 42/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 1.091 Epoch 12 Batch 43/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.227, Loss: 0.923 Epoch 12 Batch 44/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 1.094 Epoch 12 Batch 45/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.992 Epoch 12 Batch 46/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.228, Loss: 1.021 Epoch 12 Batch 47/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 1.022 Epoch 12 Batch 48/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 1.024 Epoch 12 Batch 49/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.228, Loss: 1.028 Epoch 12 Batch 50/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.996 Epoch 12 Batch 51/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 1.074 Epoch 12 Batch 52/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 1.024 Epoch 12 Batch 53/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.228, Loss: 0.960 Epoch 12 Batch 54/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 1.014 Epoch 12 Batch 55/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.014 Epoch 12 Batch 56/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.948 Epoch 12 Batch 57/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.227, Loss: 1.021 Epoch 12 Batch 58/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 1.014 Epoch 12 Batch 59/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.226, Loss: 0.997 Epoch 12 Batch 60/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 1.014 Epoch 12 Batch 61/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.081 Epoch 12 Batch 62/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 1.011 Epoch 12 Batch 63/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.227, Loss: 1.019 Epoch 12 Batch 64/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 1.030 Epoch 12 Batch 65/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 1.052 Epoch 12 Batch 66/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.227, Loss: 1.017 Epoch 12 Batch 67/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.227, Loss: 0.991 Epoch 12 Batch 68/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 1.105 Epoch 12 Batch 69/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 1.091 Epoch 12 Batch 70/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.964 Epoch 12 Batch 71/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.989 Epoch 12 Batch 72/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 1.051 Epoch 12 Batch 73/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 1.045 Epoch 12 Batch 74/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 1.019 Epoch 12 Batch 75/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 1.082 Epoch 12 Batch 76/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 1.031 Epoch 12 Batch 77/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 1.030 Epoch 12 Batch 78/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 1.061 Epoch 12 Batch 79/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.946 Epoch 12 Batch 80/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 1.038 Epoch 12 Batch 81/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.229, Loss: 0.974 Epoch 12 Batch 82/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.229, Loss: 0.966 Epoch 12 Batch 83/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 1.014 Epoch 12 Batch 84/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 1.030 Epoch 12 Batch 85/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 1.006 Epoch 12 Batch 86/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.976 Epoch 12 Batch 87/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 1.064 Epoch 12 Batch 88/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 1.049 Epoch 12 Batch 89/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.992 Epoch 12 Batch 90/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.984 Epoch 12 Batch 91/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 1.056 Epoch 12 Batch 92/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.228, Loss: 1.008 Epoch 12 Batch 93/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.999 Epoch 12 Batch 94/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.227, Loss: 1.023 Epoch 12 Batch 95/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.992 Epoch 12 Batch 96/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.965 Epoch 12 Batch 97/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.029 Epoch 12 Batch 98/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.972 Epoch 12 Batch 99/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 1.074 Epoch 12 Batch 100/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.929 Epoch 12 Batch 101/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.906 Epoch 12 Batch 102/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 1.014 Epoch 12 Batch 103/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 1.009 Epoch 12 Batch 104/1077 - Train Accuracy: 0.101, Validation Accuracy: 0.229, Loss: 1.069 Epoch 12 Batch 105/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 1.009 Epoch 12 Batch 106/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.228, Loss: 1.055 Epoch 12 Batch 107/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 1.047 Epoch 12 Batch 108/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.229, Loss: 1.069 Epoch 12 Batch 109/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.988 Epoch 12 Batch 110/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.229, Loss: 0.992 Epoch 12 Batch 111/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.971 Epoch 12 Batch 112/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 1.063 Epoch 12 Batch 113/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 1.040 Epoch 12 Batch 114/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.940 Epoch 12 Batch 115/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 1.025 Epoch 12 Batch 116/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 1.066 Epoch 12 Batch 117/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.997 Epoch 12 Batch 118/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 1.043 Epoch 12 Batch 119/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 1.020 Epoch 12 Batch 120/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 1.055 Epoch 12 Batch 121/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.228, Loss: 1.046 Epoch 12 Batch 122/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 1.026 Epoch 12 Batch 123/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 1.016 Epoch 12 Batch 124/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 1.024 Epoch 12 Batch 125/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.228, Loss: 1.066 Epoch 12 Batch 126/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 1.055 Epoch 12 Batch 127/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 1.054 Epoch 12 Batch 128/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 1.043 Epoch 12 Batch 129/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 1.029 Epoch 12 Batch 130/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 1.006 Epoch 12 Batch 131/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.979 Epoch 12 Batch 132/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 1.069 Epoch 12 Batch 133/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 1.032 Epoch 12 Batch 134/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 1.044 Epoch 12 Batch 135/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.228, Loss: 0.997 Epoch 12 Batch 136/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.943 Epoch 12 Batch 137/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 1.036 Epoch 12 Batch 138/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 1.054 Epoch 12 Batch 139/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 1.054 Epoch 12 Batch 140/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.970 Epoch 12 Batch 141/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 1.011 Epoch 12 Batch 142/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 1.032 Epoch 12 Batch 143/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 1.017 Epoch 12 Batch 144/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 1.065 Epoch 12 Batch 145/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.228, Loss: 1.023 Epoch 12 Batch 146/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 1.043 Epoch 12 Batch 147/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.993 Epoch 12 Batch 148/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.986 Epoch 12 Batch 149/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 1.010 Epoch 12 Batch 150/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.942 Epoch 12 Batch 151/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.228, Loss: 0.998 Epoch 12 Batch 152/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.228, Loss: 1.044 Epoch 12 Batch 153/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 1.064 Epoch 12 Batch 154/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 1.034 Epoch 12 Batch 155/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 1.015 Epoch 12 Batch 156/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 1.027 Epoch 12 Batch 157/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.228, Loss: 0.984 Epoch 12 Batch 158/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 1.022 Epoch 12 Batch 159/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.975 Epoch 12 Batch 160/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 1.002 Epoch 12 Batch 161/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 1.003 Epoch 12 Batch 162/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 1.035 Epoch 12 Batch 163/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 1.067 Epoch 12 Batch 164/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.034 Epoch 12 Batch 165/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 1.034 Epoch 12 Batch 166/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.227, Loss: 0.984 Epoch 12 Batch 167/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 1.028 Epoch 12 Batch 168/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.228, Loss: 1.085 Epoch 12 Batch 169/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 1.006 Epoch 12 Batch 170/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 1.017 Epoch 12 Batch 171/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.228, Loss: 1.029 Epoch 12 Batch 172/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.988 Epoch 12 Batch 173/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.228, Loss: 1.028 Epoch 12 Batch 174/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.947 Epoch 12 Batch 175/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 1.020 Epoch 12 Batch 176/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 1.028 Epoch 12 Batch 177/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.975 Epoch 12 Batch 178/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 1.000 Epoch 12 Batch 179/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.228, Loss: 0.984 Epoch 12 Batch 180/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 1.058 Epoch 12 Batch 181/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.996 Epoch 12 Batch 182/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 1.035 Epoch 12 Batch 183/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 1.044 Epoch 12 Batch 184/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.995 Epoch 12 Batch 185/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.006 Epoch 12 Batch 186/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.937 Epoch 12 Batch 187/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.969 Epoch 12 Batch 188/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.228, Loss: 0.984 Epoch 12 Batch 189/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 1.009 Epoch 12 Batch 190/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 1.010 Epoch 12 Batch 191/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.228, Loss: 0.948 Epoch 12 Batch 192/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 1.033 Epoch 12 Batch 193/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.993 Epoch 12 Batch 194/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.227, Loss: 1.008 Epoch 12 Batch 195/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 1.026 Epoch 12 Batch 196/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.945 Epoch 12 Batch 197/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.227, Loss: 1.038 Epoch 12 Batch 198/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 1.040 Epoch 12 Batch 199/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 1.050 Epoch 12 Batch 200/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 1.026 Epoch 12 Batch 201/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.019 Epoch 12 Batch 202/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.919 Epoch 12 Batch 203/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.087 Epoch 12 Batch 204/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.004 Epoch 12 Batch 205/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.004 Epoch 12 Batch 206/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 1.040 Epoch 12 Batch 207/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 1.044 Epoch 12 Batch 208/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.996 Epoch 12 Batch 209/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.986 Epoch 12 Batch 210/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.227, Loss: 1.044 Epoch 12 Batch 211/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 1.014 Epoch 12 Batch 212/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.227, Loss: 0.993 Epoch 12 Batch 213/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.992 Epoch 12 Batch 214/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.986 Epoch 12 Batch 215/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.996 Epoch 12 Batch 216/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 1.058 Epoch 12 Batch 217/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.015 Epoch 12 Batch 218/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.227, Loss: 1.052 Epoch 12 Batch 219/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.227, Loss: 1.007 Epoch 12 Batch 220/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 1.110 Epoch 12 Batch 221/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 1.073 Epoch 12 Batch 222/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 1.024 Epoch 12 Batch 223/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 1.023 Epoch 12 Batch 224/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 1.019 Epoch 12 Batch 225/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.066 Epoch 12 Batch 226/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.002 Epoch 12 Batch 227/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 1.066 Epoch 12 Batch 228/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.012 Epoch 12 Batch 229/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 1.014 Epoch 12 Batch 230/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.226, Loss: 0.951 Epoch 12 Batch 231/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 1.029 Epoch 12 Batch 232/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.227, Loss: 1.003 Epoch 12 Batch 233/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.983 Epoch 12 Batch 234/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.227, Loss: 1.063 Epoch 12 Batch 235/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 1.038 Epoch 12 Batch 236/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 1.056 Epoch 12 Batch 237/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 1.019 Epoch 12 Batch 238/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 1.025 Epoch 12 Batch 239/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.998 Epoch 12 Batch 240/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.911 Epoch 12 Batch 241/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.980 Epoch 12 Batch 242/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.954 Epoch 12 Batch 243/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 1.010 Epoch 12 Batch 244/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.227, Loss: 0.972 Epoch 12 Batch 245/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.988 Epoch 12 Batch 246/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.990 Epoch 12 Batch 247/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.982 Epoch 12 Batch 248/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.943 Epoch 12 Batch 249/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 1.048 Epoch 12 Batch 250/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.227, Loss: 0.992 Epoch 12 Batch 251/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 1.064 Epoch 12 Batch 252/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.034 Epoch 12 Batch 253/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.227, Loss: 0.957 Epoch 12 Batch 254/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 1.002 Epoch 12 Batch 255/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 1.035 Epoch 12 Batch 256/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.048 Epoch 12 Batch 257/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.919 Epoch 12 Batch 258/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.983 Epoch 12 Batch 259/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.008 Epoch 12 Batch 260/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.227, Loss: 0.987 Epoch 12 Batch 261/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 1.053 Epoch 12 Batch 262/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.975 Epoch 12 Batch 263/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.227, Loss: 0.983 Epoch 12 Batch 264/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.994 Epoch 12 Batch 265/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 1.013 Epoch 12 Batch 266/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 1.000 Epoch 12 Batch 267/1077 - Train Accuracy: 0.223, Validation Accuracy: 0.227, Loss: 0.928 Epoch 12 Batch 268/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 1.070 Epoch 12 Batch 269/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 1.021 Epoch 12 Batch 270/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 1.070 Epoch 12 Batch 271/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.977 Epoch 12 Batch 272/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 1.036 Epoch 12 Batch 273/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.227, Loss: 1.008 Epoch 12 Batch 274/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 1.051 Epoch 12 Batch 275/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 1.022 Epoch 12 Batch 276/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.993 Epoch 12 Batch 277/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.228, Loss: 0.997 Epoch 12 Batch 278/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 1.062 Epoch 12 Batch 279/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 1.010 Epoch 12 Batch 280/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.982 Epoch 12 Batch 281/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.030 Epoch 12 Batch 282/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 1.077 Epoch 12 Batch 283/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 1.023 Epoch 12 Batch 284/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 1.026 Epoch 12 Batch 285/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.227, Loss: 1.019 Epoch 12 Batch 286/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.976 Epoch 12 Batch 287/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.951 Epoch 12 Batch 288/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 1.046 Epoch 12 Batch 289/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.227, Loss: 0.992 Epoch 12 Batch 290/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.993 Epoch 12 Batch 291/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.227, Loss: 1.094 Epoch 12 Batch 292/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 1.020 Epoch 12 Batch 293/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 1.094 Epoch 12 Batch 294/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.228, Loss: 1.050 Epoch 12 Batch 295/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 1.049 Epoch 12 Batch 296/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.227, Loss: 0.988 Epoch 12 Batch 297/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 1.011 Epoch 12 Batch 298/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 1.052 Epoch 12 Batch 299/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.227, Loss: 1.000 Epoch 12 Batch 300/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 1.025 Epoch 12 Batch 301/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.977 Epoch 12 Batch 302/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 1.020 Epoch 12 Batch 303/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.954 Epoch 12 Batch 304/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 1.100 Epoch 12 Batch 305/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.994 Epoch 12 Batch 306/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 1.070 Epoch 12 Batch 307/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 1.009 Epoch 12 Batch 308/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 1.014 Epoch 12 Batch 309/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.227, Loss: 0.999 Epoch 12 Batch 310/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.065 Epoch 12 Batch 311/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.227, Loss: 1.004 Epoch 12 Batch 312/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 1.040 Epoch 12 Batch 313/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.994 Epoch 12 Batch 314/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 1.052 Epoch 12 Batch 315/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 1.032 Epoch 12 Batch 316/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.997 Epoch 12 Batch 317/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 1.002 Epoch 12 Batch 318/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.020 Epoch 12 Batch 319/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 1.081 Epoch 12 Batch 320/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 1.084 Epoch 12 Batch 321/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 1.007 Epoch 12 Batch 322/1077 - Train Accuracy: 0.180, Validation Accuracy: 0.228, Loss: 0.972 Epoch 12 Batch 323/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 1.065 Epoch 12 Batch 324/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 1.034 Epoch 12 Batch 325/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.980 Epoch 12 Batch 326/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 1.000 Epoch 12 Batch 327/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 1.059 Epoch 12 Batch 328/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.967 Epoch 12 Batch 329/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 1.011 Epoch 12 Batch 330/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.982 Epoch 12 Batch 331/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.228, Loss: 1.028 Epoch 12 Batch 332/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 1.029 Epoch 12 Batch 333/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.228, Loss: 1.020 Epoch 12 Batch 334/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 1.011 Epoch 12 Batch 335/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.993 Epoch 12 Batch 336/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 1.016 Epoch 12 Batch 337/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 1.074 Epoch 12 Batch 338/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 1.038 Epoch 12 Batch 339/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.972 Epoch 12 Batch 340/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.987 Epoch 12 Batch 341/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 1.106 Epoch 12 Batch 342/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.945 Epoch 12 Batch 343/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 1.019 Epoch 12 Batch 344/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 1.013 Epoch 12 Batch 345/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 1.030 Epoch 12 Batch 346/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 1.008 Epoch 12 Batch 347/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 1.035 Epoch 12 Batch 348/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 1.027 Epoch 12 Batch 349/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 1.043 Epoch 12 Batch 350/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.019 Epoch 12 Batch 351/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 1.063 Epoch 12 Batch 352/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 1.016 Epoch 12 Batch 353/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.228, Loss: 1.024 Epoch 12 Batch 354/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 1.037 Epoch 12 Batch 355/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 1.009 Epoch 12 Batch 356/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 1.053 Epoch 12 Batch 357/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 1.018 Epoch 12 Batch 358/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 1.017 Epoch 12 Batch 359/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 1.014 Epoch 12 Batch 360/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.959 Epoch 12 Batch 361/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.229, Loss: 0.998 Epoch 12 Batch 362/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 1.065 Epoch 12 Batch 363/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.986 Epoch 12 Batch 364/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.987 Epoch 12 Batch 365/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.951 Epoch 12 Batch 366/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 1.024 Epoch 12 Batch 367/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 0.998 Epoch 12 Batch 368/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 1.019 Epoch 12 Batch 369/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 1.055 Epoch 12 Batch 370/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.986 Epoch 12 Batch 371/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 1.064 Epoch 12 Batch 372/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 1.015 Epoch 12 Batch 373/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.972 Epoch 12 Batch 374/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.993 Epoch 12 Batch 375/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.228, Loss: 1.003 Epoch 12 Batch 376/1077 - Train Accuracy: 0.223, Validation Accuracy: 0.228, Loss: 1.046 Epoch 12 Batch 377/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 1.026 Epoch 12 Batch 378/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.996 Epoch 12 Batch 379/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.989 Epoch 12 Batch 380/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.990 Epoch 12 Batch 381/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 1.013 Epoch 12 Batch 382/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 1.086 Epoch 12 Batch 383/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.970 Epoch 12 Batch 384/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 1.058 Epoch 12 Batch 385/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 1.061 Epoch 12 Batch 386/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.970 Epoch 12 Batch 387/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.933 Epoch 12 Batch 388/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 1.021 Epoch 12 Batch 389/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.996 Epoch 12 Batch 390/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 1.039 Epoch 12 Batch 391/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 1.067 Epoch 12 Batch 392/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.990 Epoch 12 Batch 393/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 1.016 Epoch 12 Batch 394/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 1.024 Epoch 12 Batch 395/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 1.010 Epoch 12 Batch 396/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 1.052 Epoch 12 Batch 397/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.226, Loss: 1.069 Epoch 12 Batch 398/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 0.991 Epoch 12 Batch 399/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.225, Loss: 1.058 Epoch 12 Batch 400/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 1.006 Epoch 12 Batch 401/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.996 Epoch 12 Batch 402/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 1.043 Epoch 12 Batch 403/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.977 Epoch 12 Batch 404/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.977 Epoch 12 Batch 405/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 1.035 Epoch 12 Batch 406/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.225, Loss: 1.030 Epoch 12 Batch 407/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.021 Epoch 12 Batch 408/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.074 Epoch 12 Batch 409/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.035 Epoch 12 Batch 410/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 0.985 Epoch 12 Batch 411/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.225, Loss: 1.021 Epoch 12 Batch 412/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.951 Epoch 12 Batch 413/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 1.009 Epoch 12 Batch 414/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.108 Epoch 12 Batch 415/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 1.010 Epoch 12 Batch 416/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 1.020 Epoch 12 Batch 417/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.016 Epoch 12 Batch 418/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.935 Epoch 12 Batch 419/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.973 Epoch 12 Batch 420/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.980 Epoch 12 Batch 421/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.990 Epoch 12 Batch 422/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.226, Loss: 1.005 Epoch 12 Batch 423/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.010 Epoch 12 Batch 424/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.972 Epoch 12 Batch 425/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 1.019 Epoch 12 Batch 426/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.065 Epoch 12 Batch 427/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.227, Loss: 0.999 Epoch 12 Batch 428/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.227, Loss: 0.970 Epoch 12 Batch 429/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.940 Epoch 12 Batch 430/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 1.094 Epoch 12 Batch 431/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 1.005 Epoch 12 Batch 432/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.973 Epoch 12 Batch 433/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 1.047 Epoch 12 Batch 434/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 1.035 Epoch 12 Batch 435/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 1.032 Epoch 12 Batch 436/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.968 Epoch 12 Batch 437/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 1.020 Epoch 12 Batch 438/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.946 Epoch 12 Batch 439/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 1.075 Epoch 12 Batch 440/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 1.059 Epoch 12 Batch 441/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.988 Epoch 12 Batch 442/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.951 Epoch 12 Batch 443/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 1.005 Epoch 12 Batch 444/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.984 Epoch 12 Batch 445/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.227, Loss: 1.005 Epoch 12 Batch 446/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.996 Epoch 12 Batch 447/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.226, Loss: 1.057 Epoch 12 Batch 448/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 1.059 Epoch 12 Batch 449/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.043 Epoch 12 Batch 450/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.992 Epoch 12 Batch 451/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.998 Epoch 12 Batch 452/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 1.042 Epoch 12 Batch 453/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.227, Loss: 0.950 Epoch 12 Batch 454/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 1.019 Epoch 12 Batch 455/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.227, Loss: 1.019 Epoch 12 Batch 456/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 1.072 Epoch 12 Batch 457/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.957 Epoch 12 Batch 458/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 1.017 Epoch 12 Batch 459/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.981 Epoch 12 Batch 460/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 1.040 Epoch 12 Batch 461/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.980 Epoch 12 Batch 462/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 1.065 Epoch 12 Batch 463/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 1.003 Epoch 12 Batch 464/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.227, Loss: 1.049 Epoch 12 Batch 465/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.227, Loss: 1.017 Epoch 12 Batch 466/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.978 Epoch 12 Batch 467/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.227, Loss: 1.039 Epoch 12 Batch 468/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.984 Epoch 12 Batch 469/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.047 Epoch 12 Batch 470/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 1.052 Epoch 12 Batch 471/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.952 Epoch 12 Batch 472/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.227, Loss: 0.952 Epoch 12 Batch 473/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.035 Epoch 12 Batch 474/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 1.032 Epoch 12 Batch 475/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.227, Loss: 0.989 Epoch 12 Batch 476/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.227, Loss: 1.020 Epoch 12 Batch 477/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.228, Loss: 1.045 Epoch 12 Batch 478/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.228, Loss: 1.025 Epoch 12 Batch 479/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 1.014 Epoch 12 Batch 480/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.938 Epoch 12 Batch 481/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 1.039 Epoch 12 Batch 482/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 1.061 Epoch 12 Batch 483/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.044 Epoch 12 Batch 484/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.227, Loss: 0.961 Epoch 12 Batch 485/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.026 Epoch 12 Batch 486/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.965 Epoch 12 Batch 487/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.227, Loss: 1.070 Epoch 12 Batch 488/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.227, Loss: 0.980 Epoch 12 Batch 489/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.955 Epoch 12 Batch 490/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 1.032 Epoch 12 Batch 491/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.979 Epoch 12 Batch 492/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 1.071 Epoch 12 Batch 493/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.985 Epoch 12 Batch 494/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.959 Epoch 12 Batch 495/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.982 Epoch 12 Batch 496/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 1.053 Epoch 12 Batch 497/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 1.039 Epoch 12 Batch 498/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.999 Epoch 12 Batch 499/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.970 Epoch 12 Batch 500/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.972 Epoch 12 Batch 501/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 1.002 Epoch 12 Batch 502/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 1.044 Epoch 12 Batch 503/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 1.043 Epoch 12 Batch 504/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 1.042 Epoch 12 Batch 505/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.986 Epoch 12 Batch 506/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 1.002 Epoch 12 Batch 507/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.995 Epoch 12 Batch 508/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.988 Epoch 12 Batch 509/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 1.027 Epoch 12 Batch 510/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.015 Epoch 12 Batch 511/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 1.037 Epoch 12 Batch 512/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.947 Epoch 12 Batch 513/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 1.038 Epoch 12 Batch 514/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 1.033 Epoch 12 Batch 515/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 1.003 Epoch 12 Batch 516/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.948 Epoch 12 Batch 517/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.968 Epoch 12 Batch 518/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 1.009 Epoch 12 Batch 519/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.980 Epoch 12 Batch 520/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.226, Loss: 1.045 Epoch 12 Batch 521/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.226, Loss: 1.008 Epoch 12 Batch 522/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.006 Epoch 12 Batch 523/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.226, Loss: 1.031 Epoch 12 Batch 524/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 1.007 Epoch 12 Batch 525/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.959 Epoch 12 Batch 526/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 1.087 Epoch 12 Batch 527/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.226, Loss: 1.033 Epoch 12 Batch 528/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 1.031 Epoch 12 Batch 529/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.942 Epoch 12 Batch 530/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 1.034 Epoch 12 Batch 531/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.993 Epoch 12 Batch 532/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.226, Loss: 1.029 Epoch 12 Batch 533/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.963 Epoch 12 Batch 534/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.226, Loss: 1.061 Epoch 12 Batch 535/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 1.003 Epoch 12 Batch 536/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.968 Epoch 12 Batch 537/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.985 Epoch 12 Batch 538/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 1.000 Epoch 12 Batch 539/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 1.049 Epoch 12 Batch 540/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.966 Epoch 12 Batch 541/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.995 Epoch 12 Batch 542/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.029 Epoch 12 Batch 543/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.013 Epoch 12 Batch 544/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.965 Epoch 12 Batch 545/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.033 Epoch 12 Batch 546/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 1.007 Epoch 12 Batch 547/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 0.989 Epoch 12 Batch 548/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.001 Epoch 12 Batch 549/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 1.048 Epoch 12 Batch 550/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.042 Epoch 12 Batch 551/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.982 Epoch 12 Batch 552/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.980 Epoch 12 Batch 553/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.988 Epoch 12 Batch 554/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.225, Loss: 1.077 Epoch 12 Batch 555/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.029 Epoch 12 Batch 556/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.051 Epoch 12 Batch 557/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 1.016 Epoch 12 Batch 558/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.987 Epoch 12 Batch 559/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.989 Epoch 12 Batch 560/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.095 Epoch 12 Batch 561/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 1.024 Epoch 12 Batch 562/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.977 Epoch 12 Batch 563/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.029 Epoch 12 Batch 564/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.225, Loss: 1.059 Epoch 12 Batch 565/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.976 Epoch 12 Batch 566/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.036 Epoch 12 Batch 567/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.003 Epoch 12 Batch 568/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.988 Epoch 12 Batch 569/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.999 Epoch 12 Batch 570/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 1.006 Epoch 12 Batch 571/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.226, Loss: 1.059 Epoch 12 Batch 572/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.226, Loss: 1.000 Epoch 12 Batch 573/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.995 Epoch 12 Batch 574/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 0.994 Epoch 12 Batch 575/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 1.011 Epoch 12 Batch 576/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.226, Loss: 0.995 Epoch 12 Batch 577/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 1.029 Epoch 12 Batch 578/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.046 Epoch 12 Batch 579/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.977 Epoch 12 Batch 580/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.225, Loss: 1.037 Epoch 12 Batch 581/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.013 Epoch 12 Batch 582/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.067 Epoch 12 Batch 583/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.225, Loss: 0.973 Epoch 12 Batch 584/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.997 Epoch 12 Batch 585/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 1.038 Epoch 12 Batch 586/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.226, Loss: 0.990 Epoch 12 Batch 587/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 1.031 Epoch 12 Batch 588/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.948 Epoch 12 Batch 589/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 1.022 Epoch 12 Batch 590/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 0.957 Epoch 12 Batch 591/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.227, Loss: 1.019 Epoch 12 Batch 592/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 1.016 Epoch 12 Batch 593/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 1.054 Epoch 12 Batch 594/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 1.035 Epoch 12 Batch 595/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.984 Epoch 12 Batch 596/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.043 Epoch 12 Batch 597/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.225, Loss: 1.013 Epoch 12 Batch 598/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.994 Epoch 12 Batch 599/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.975 Epoch 12 Batch 600/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.225, Loss: 0.953 Epoch 12 Batch 601/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.984 Epoch 12 Batch 602/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.003 Epoch 12 Batch 603/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.998 Epoch 12 Batch 604/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 1.069 Epoch 12 Batch 605/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.225, Loss: 1.026 Epoch 12 Batch 606/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 1.009 Epoch 12 Batch 607/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.225, Loss: 1.013 Epoch 12 Batch 608/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.023 Epoch 12 Batch 609/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.022 Epoch 12 Batch 610/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.225, Loss: 1.058 Epoch 12 Batch 611/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.225, Loss: 1.007 Epoch 12 Batch 612/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.225, Loss: 1.014 Epoch 12 Batch 613/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.991 Epoch 12 Batch 614/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 1.092 Epoch 12 Batch 615/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.950 Epoch 12 Batch 616/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 1.033 Epoch 12 Batch 617/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.954 Epoch 12 Batch 618/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.953 Epoch 12 Batch 619/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.225, Loss: 1.019 Epoch 12 Batch 620/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.939 Epoch 12 Batch 621/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.012 Epoch 12 Batch 622/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 1.079 Epoch 12 Batch 623/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.031 Epoch 12 Batch 624/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.225, Loss: 1.000 Epoch 12 Batch 625/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.019 Epoch 12 Batch 626/1077 - Train Accuracy: 0.223, Validation Accuracy: 0.225, Loss: 0.998 Epoch 12 Batch 627/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.064 Epoch 12 Batch 628/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 1.027 Epoch 12 Batch 629/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 1.055 Epoch 12 Batch 630/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.988 Epoch 12 Batch 631/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.225, Loss: 1.034 Epoch 12 Batch 632/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.989 Epoch 12 Batch 633/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.224, Loss: 0.994 Epoch 12 Batch 634/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.224, Loss: 0.944 Epoch 12 Batch 635/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.224, Loss: 0.957 Epoch 12 Batch 636/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.224, Loss: 0.957 Epoch 12 Batch 637/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.998 Epoch 12 Batch 638/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.953 Epoch 12 Batch 639/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.078 Epoch 12 Batch 640/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.980 Epoch 12 Batch 641/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.972 Epoch 12 Batch 642/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 1.061 Epoch 12 Batch 643/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 1.045 Epoch 12 Batch 644/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.008 Epoch 12 Batch 645/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.225, Loss: 0.930 Epoch 12 Batch 646/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.225, Loss: 1.013 Epoch 12 Batch 647/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.950 Epoch 12 Batch 648/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 1.060 Epoch 12 Batch 649/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.944 Epoch 12 Batch 650/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.026 Epoch 12 Batch 651/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 0.995 Epoch 12 Batch 652/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 0.955 Epoch 12 Batch 653/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.226, Loss: 1.040 Epoch 12 Batch 654/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 1.040 Epoch 12 Batch 655/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 1.029 Epoch 12 Batch 656/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 1.059 Epoch 12 Batch 657/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 0.930 Epoch 12 Batch 658/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 1.011 Epoch 12 Batch 659/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.226, Loss: 0.981 Epoch 12 Batch 660/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 1.007 Epoch 12 Batch 661/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 1.020 Epoch 12 Batch 662/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.967 Epoch 12 Batch 663/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.227, Loss: 1.005 Epoch 12 Batch 664/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.955 Epoch 12 Batch 665/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.994 Epoch 12 Batch 666/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.227, Loss: 1.039 Epoch 12 Batch 667/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.227, Loss: 1.088 Epoch 12 Batch 668/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 1.019 Epoch 12 Batch 669/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 1.008 Epoch 12 Batch 670/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.227, Loss: 0.964 Epoch 12 Batch 671/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 1.034 Epoch 12 Batch 672/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.226, Loss: 0.988 Epoch 12 Batch 673/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.226, Loss: 0.991 Epoch 12 Batch 674/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.938 Epoch 12 Batch 675/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 1.015 Epoch 12 Batch 676/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 1.031 Epoch 12 Batch 677/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 1.011 Epoch 12 Batch 678/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.227, Loss: 1.005 Epoch 12 Batch 679/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.999 Epoch 12 Batch 680/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 1.042 Epoch 12 Batch 681/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 1.048 Epoch 12 Batch 682/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.227, Loss: 0.982 Epoch 12 Batch 683/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.960 Epoch 12 Batch 684/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.006 Epoch 12 Batch 685/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.927 Epoch 12 Batch 686/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.227, Loss: 0.970 Epoch 12 Batch 687/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.925 Epoch 12 Batch 688/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.973 Epoch 12 Batch 689/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.028 Epoch 12 Batch 690/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.958 Epoch 12 Batch 691/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.227, Loss: 1.018 Epoch 12 Batch 692/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.991 Epoch 12 Batch 693/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 1.053 Epoch 12 Batch 694/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.946 Epoch 12 Batch 695/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.992 Epoch 12 Batch 696/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.226, Loss: 1.001 Epoch 12 Batch 697/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 1.014 Epoch 12 Batch 698/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.977 Epoch 12 Batch 699/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.226, Loss: 0.994 Epoch 12 Batch 700/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.984 Epoch 12 Batch 701/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 1.021 Epoch 12 Batch 702/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 1.050 Epoch 12 Batch 703/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 1.005 Epoch 12 Batch 704/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 1.031 Epoch 12 Batch 705/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.228, Loss: 1.015 Epoch 12 Batch 706/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 1.027 Epoch 12 Batch 707/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 1.015 Epoch 12 Batch 708/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 1.005 Epoch 12 Batch 709/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 1.057 Epoch 12 Batch 710/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 1.026 Epoch 12 Batch 711/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 1.043 Epoch 12 Batch 712/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 1.051 Epoch 12 Batch 713/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.228, Loss: 0.960 Epoch 12 Batch 714/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.968 Epoch 12 Batch 715/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.073 Epoch 12 Batch 716/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.984 Epoch 12 Batch 717/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.879 Epoch 12 Batch 718/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 1.051 Epoch 12 Batch 719/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 1.017 Epoch 12 Batch 720/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.228, Loss: 0.993 Epoch 12 Batch 721/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.227, Loss: 0.964 Epoch 12 Batch 722/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.982 Epoch 12 Batch 723/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.973 Epoch 12 Batch 724/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.939 Epoch 12 Batch 725/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 1.054 Epoch 12 Batch 726/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.988 Epoch 12 Batch 727/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 1.066 Epoch 12 Batch 728/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.996 Epoch 12 Batch 729/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 1.006 Epoch 12 Batch 730/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 1.056 Epoch 12 Batch 731/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.984 Epoch 12 Batch 732/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.227, Loss: 0.983 Epoch 12 Batch 733/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.227, Loss: 1.039 Epoch 12 Batch 734/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 1.019 Epoch 12 Batch 735/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 1.072 Epoch 12 Batch 736/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.861 Epoch 12 Batch 737/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.988 Epoch 12 Batch 738/1077 - Train Accuracy: 0.291, Validation Accuracy: 0.227, Loss: 1.018 Epoch 12 Batch 739/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.996 Epoch 12 Batch 740/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.227, Loss: 1.059 Epoch 12 Batch 741/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.008 Epoch 12 Batch 742/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.978 Epoch 12 Batch 743/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.049 Epoch 12 Batch 744/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.227, Loss: 0.969 Epoch 12 Batch 745/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 1.036 Epoch 12 Batch 746/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.961 Epoch 12 Batch 747/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 1.011 Epoch 12 Batch 748/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.985 Epoch 12 Batch 749/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 1.034 Epoch 12 Batch 750/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 1.018 Epoch 12 Batch 751/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.959 Epoch 12 Batch 752/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.227, Loss: 0.981 Epoch 12 Batch 753/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.985 Epoch 12 Batch 754/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.004 Epoch 12 Batch 755/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.032 Epoch 12 Batch 756/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.995 Epoch 12 Batch 757/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 1.085 Epoch 12 Batch 758/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.227, Loss: 0.955 Epoch 12 Batch 759/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.997 Epoch 12 Batch 760/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 1.057 Epoch 12 Batch 761/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 1.020 Epoch 12 Batch 762/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.929 Epoch 12 Batch 763/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 1.000 Epoch 12 Batch 764/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 0.922 Epoch 12 Batch 765/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 1.004 Epoch 12 Batch 766/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 1.046 Epoch 12 Batch 767/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 1.035 Epoch 12 Batch 768/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.986 Epoch 12 Batch 769/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.062 Epoch 12 Batch 770/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.227, Loss: 1.031 Epoch 12 Batch 771/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.030 Epoch 12 Batch 772/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.982 Epoch 12 Batch 773/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.013 Epoch 12 Batch 774/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.979 Epoch 12 Batch 775/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.088 Epoch 12 Batch 776/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.993 Epoch 12 Batch 777/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 1.004 Epoch 12 Batch 778/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.227, Loss: 0.995 Epoch 12 Batch 779/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.227, Loss: 1.009 Epoch 12 Batch 780/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 1.059 Epoch 12 Batch 781/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.227, Loss: 0.980 Epoch 12 Batch 782/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 1.010 Epoch 12 Batch 783/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 0.990 Epoch 12 Batch 784/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.945 Epoch 12 Batch 785/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 1.048 Epoch 12 Batch 786/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.996 Epoch 12 Batch 787/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.992 Epoch 12 Batch 788/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.979 Epoch 12 Batch 789/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 0.983 Epoch 12 Batch 790/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.996 Epoch 12 Batch 791/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.992 Epoch 12 Batch 792/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.993 Epoch 12 Batch 793/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 1.033 Epoch 12 Batch 794/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.996 Epoch 12 Batch 795/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 1.001 Epoch 12 Batch 796/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 1.043 Epoch 12 Batch 797/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 1.029 Epoch 12 Batch 798/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.994 Epoch 12 Batch 799/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.979 Epoch 12 Batch 800/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 1.035 Epoch 12 Batch 801/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.968 Epoch 12 Batch 802/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 1.037 Epoch 12 Batch 803/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.059 Epoch 12 Batch 804/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.975 Epoch 12 Batch 805/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.226, Loss: 1.047 Epoch 12 Batch 806/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.226, Loss: 0.993 Epoch 12 Batch 807/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 1.005 Epoch 12 Batch 808/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 1.098 Epoch 12 Batch 809/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.226, Loss: 1.069 Epoch 12 Batch 810/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.995 Epoch 12 Batch 811/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.968 Epoch 12 Batch 812/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.982 Epoch 12 Batch 813/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.227, Loss: 1.022 Epoch 12 Batch 814/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.976 Epoch 12 Batch 815/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.227, Loss: 1.021 Epoch 12 Batch 816/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.227, Loss: 1.018 Epoch 12 Batch 817/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 1.043 Epoch 12 Batch 818/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 1.006 Epoch 12 Batch 819/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 1.040 Epoch 12 Batch 820/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.982 Epoch 12 Batch 821/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.227, Loss: 1.061 Epoch 12 Batch 822/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 1.052 Epoch 12 Batch 823/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.984 Epoch 12 Batch 824/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.984 Epoch 12 Batch 825/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.021 Epoch 12 Batch 826/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 1.014 Epoch 12 Batch 827/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.951 Epoch 12 Batch 828/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.227, Loss: 1.025 Epoch 12 Batch 829/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.227, Loss: 1.026 Epoch 12 Batch 830/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 1.062 Epoch 12 Batch 831/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.227, Loss: 1.085 Epoch 12 Batch 832/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.009 Epoch 12 Batch 833/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 1.040 Epoch 12 Batch 834/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.228, Loss: 0.982 Epoch 12 Batch 835/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 1.048 Epoch 12 Batch 836/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 1.011 Epoch 12 Batch 837/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 1.019 Epoch 12 Batch 838/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.963 Epoch 12 Batch 839/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.974 Epoch 12 Batch 840/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.948 Epoch 12 Batch 841/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 1.036 Epoch 12 Batch 842/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.994 Epoch 12 Batch 843/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.228, Loss: 0.991 Epoch 12 Batch 844/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 0.988 Epoch 12 Batch 845/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.970 Epoch 12 Batch 846/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 1.002 Epoch 12 Batch 847/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.990 Epoch 12 Batch 848/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.953 Epoch 12 Batch 849/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.967 Epoch 12 Batch 850/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 1.056 Epoch 12 Batch 851/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.908 Epoch 12 Batch 852/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 1.028 Epoch 12 Batch 853/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.227, Loss: 1.021 Epoch 12 Batch 854/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 1.020 Epoch 12 Batch 855/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.970 Epoch 12 Batch 856/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.227, Loss: 1.066 Epoch 12 Batch 857/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.000 Epoch 12 Batch 858/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 1.028 Epoch 12 Batch 859/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.227, Loss: 1.049 Epoch 12 Batch 860/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.227, Loss: 0.972 Epoch 12 Batch 861/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.994 Epoch 12 Batch 862/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.227, Loss: 1.006 Epoch 12 Batch 863/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.227, Loss: 0.973 Epoch 12 Batch 864/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.954 Epoch 12 Batch 865/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.227, Loss: 0.940 Epoch 12 Batch 866/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.227, Loss: 1.036 Epoch 12 Batch 867/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.116 Epoch 12 Batch 868/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 1.006 Epoch 12 Batch 869/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.963 Epoch 12 Batch 870/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.226, Loss: 1.029 Epoch 12 Batch 871/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.981 Epoch 12 Batch 872/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 1.025 Epoch 12 Batch 873/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.022 Epoch 12 Batch 874/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 1.004 Epoch 12 Batch 875/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.226, Loss: 1.029 Epoch 12 Batch 876/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.952 Epoch 12 Batch 877/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.975 Epoch 12 Batch 878/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.992 Epoch 12 Batch 879/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.984 Epoch 12 Batch 880/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 1.037 Epoch 12 Batch 881/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.976 Epoch 12 Batch 882/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.227, Loss: 1.034 Epoch 12 Batch 883/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 1.036 Epoch 12 Batch 884/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.994 Epoch 12 Batch 885/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.227, Loss: 0.974 Epoch 12 Batch 886/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.963 Epoch 12 Batch 887/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 0.975 Epoch 12 Batch 888/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.226, Loss: 1.001 Epoch 12 Batch 889/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.226, Loss: 0.999 Epoch 12 Batch 890/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.226, Loss: 0.959 Epoch 12 Batch 891/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 1.006 Epoch 12 Batch 892/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 0.980 Epoch 12 Batch 893/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.226, Loss: 0.978 Epoch 12 Batch 894/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.226, Loss: 0.965 Epoch 12 Batch 895/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 1.045 Epoch 12 Batch 896/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.226, Loss: 1.004 Epoch 12 Batch 897/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 1.004 Epoch 12 Batch 898/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.985 Epoch 12 Batch 899/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.982 Epoch 12 Batch 900/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 1.043 Epoch 12 Batch 901/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.988 Epoch 12 Batch 902/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.226, Loss: 1.056 Epoch 12 Batch 903/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 1.013 Epoch 12 Batch 904/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.001 Epoch 12 Batch 905/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.970 Epoch 12 Batch 906/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.985 Epoch 12 Batch 907/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.017 Epoch 12 Batch 908/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 1.022 Epoch 12 Batch 909/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 1.042 Epoch 12 Batch 910/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.978 Epoch 12 Batch 911/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.225, Loss: 0.986 Epoch 12 Batch 912/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.986 Epoch 12 Batch 913/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.062 Epoch 12 Batch 914/1077 - Train Accuracy: 0.295, Validation Accuracy: 0.225, Loss: 1.052 Epoch 12 Batch 915/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.226, Loss: 1.041 Epoch 12 Batch 916/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 1.088 Epoch 12 Batch 917/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.025 Epoch 12 Batch 918/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 1.000 Epoch 12 Batch 919/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.226, Loss: 0.955 Epoch 12 Batch 920/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 1.027 Epoch 12 Batch 921/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.969 Epoch 12 Batch 922/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.226, Loss: 1.004 Epoch 12 Batch 923/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.226, Loss: 0.998 Epoch 12 Batch 924/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.226, Loss: 1.029 Epoch 12 Batch 925/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.226, Loss: 0.935 Epoch 12 Batch 926/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.996 Epoch 12 Batch 927/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.996 Epoch 12 Batch 928/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.966 Epoch 12 Batch 929/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.041 Epoch 12 Batch 930/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 0.998 Epoch 12 Batch 931/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.973 Epoch 12 Batch 932/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.225, Loss: 1.000 Epoch 12 Batch 933/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.032 Epoch 12 Batch 934/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.925 Epoch 12 Batch 935/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.028 Epoch 12 Batch 936/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 1.028 Epoch 12 Batch 937/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.225, Loss: 1.013 Epoch 12 Batch 938/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.225, Loss: 0.982 Epoch 12 Batch 939/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.018 Epoch 12 Batch 940/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.026 Epoch 12 Batch 941/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 1.036 Epoch 12 Batch 942/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.013 Epoch 12 Batch 943/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.026 Epoch 12 Batch 944/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 0.947 Epoch 12 Batch 945/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.017 Epoch 12 Batch 946/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.225, Loss: 0.964 Epoch 12 Batch 947/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 0.992 Epoch 12 Batch 948/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 1.053 Epoch 12 Batch 949/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.226, Loss: 1.052 Epoch 12 Batch 950/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.226, Loss: 0.951 Epoch 12 Batch 951/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 1.015 Epoch 12 Batch 952/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 1.016 Epoch 12 Batch 953/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.226, Loss: 0.901 Epoch 12 Batch 954/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.031 Epoch 12 Batch 955/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 1.024 Epoch 12 Batch 956/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 1.016 Epoch 12 Batch 957/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 1.052 Epoch 12 Batch 958/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 1.065 Epoch 12 Batch 959/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.993 Epoch 12 Batch 960/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.226, Loss: 0.981 Epoch 12 Batch 961/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.936 Epoch 12 Batch 962/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.225, Loss: 1.069 Epoch 12 Batch 963/1077 - Train Accuracy: 0.064, Validation Accuracy: 0.225, Loss: 1.031 Epoch 12 Batch 964/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.961 Epoch 12 Batch 965/1077 - Train Accuracy: 0.102, Validation Accuracy: 0.226, Loss: 1.006 Epoch 12 Batch 966/1077 - Train Accuracy: 0.258, Validation Accuracy: 0.226, Loss: 1.002 Epoch 12 Batch 967/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.985 Epoch 12 Batch 968/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 1.032 Epoch 12 Batch 969/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 1.040 Epoch 12 Batch 970/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.008 Epoch 12 Batch 971/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.975 Epoch 12 Batch 972/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 1.039 Epoch 12 Batch 973/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.984 Epoch 12 Batch 974/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.994 Epoch 12 Batch 975/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.226, Loss: 0.992 Epoch 12 Batch 976/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.969 Epoch 12 Batch 977/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.226, Loss: 0.999 Epoch 12 Batch 978/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.226, Loss: 0.999 Epoch 12 Batch 979/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 0.997 Epoch 12 Batch 980/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 1.005 Epoch 12 Batch 981/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.972 Epoch 12 Batch 982/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.226, Loss: 1.022 Epoch 12 Batch 983/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.226, Loss: 1.051 Epoch 12 Batch 984/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.967 Epoch 12 Batch 985/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.920 Epoch 12 Batch 986/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.981 Epoch 12 Batch 987/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 1.052 Epoch 12 Batch 988/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 1.086 Epoch 12 Batch 989/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.965 Epoch 12 Batch 990/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.226, Loss: 1.039 Epoch 12 Batch 991/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.226, Loss: 0.979 Epoch 12 Batch 992/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.976 Epoch 12 Batch 993/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.962 Epoch 12 Batch 994/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.951 Epoch 12 Batch 995/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 1.035 Epoch 12 Batch 996/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.049 Epoch 12 Batch 997/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.227, Loss: 1.003 Epoch 12 Batch 998/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.981 Epoch 12 Batch 999/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 1.042 Epoch 12 Batch 1000/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.989 Epoch 12 Batch 1001/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.227, Loss: 0.994 Epoch 12 Batch 1002/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 1.044 Epoch 12 Batch 1003/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.226, Loss: 0.968 Epoch 12 Batch 1004/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 1.005 Epoch 12 Batch 1005/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.928 Epoch 12 Batch 1006/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.929 Epoch 12 Batch 1007/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.226, Loss: 0.969 Epoch 12 Batch 1008/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.947 Epoch 12 Batch 1009/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.959 Epoch 12 Batch 1010/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 1.047 Epoch 12 Batch 1011/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.987 Epoch 12 Batch 1012/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.226, Loss: 1.000 Epoch 12 Batch 1013/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.226, Loss: 0.974 Epoch 12 Batch 1014/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.013 Epoch 12 Batch 1015/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.226, Loss: 1.027 Epoch 12 Batch 1016/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 1.056 Epoch 12 Batch 1017/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.226, Loss: 1.029 Epoch 12 Batch 1018/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.226, Loss: 1.028 Epoch 12 Batch 1019/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.226, Loss: 1.065 Epoch 12 Batch 1020/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 1.024 Epoch 12 Batch 1021/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.976 Epoch 12 Batch 1022/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.957 Epoch 12 Batch 1023/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.225, Loss: 1.007 Epoch 12 Batch 1024/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.032 Epoch 12 Batch 1025/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.988 Epoch 12 Batch 1026/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.226, Loss: 0.972 Epoch 12 Batch 1027/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.960 Epoch 12 Batch 1028/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.226, Loss: 0.913 Epoch 12 Batch 1029/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 1.001 Epoch 12 Batch 1030/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.955 Epoch 12 Batch 1031/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.226, Loss: 0.997 Epoch 12 Batch 1032/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 1.048 Epoch 12 Batch 1033/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.226, Loss: 1.055 Epoch 12 Batch 1034/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 1.017 Epoch 12 Batch 1035/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.928 Epoch 12 Batch 1036/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 1.050 Epoch 12 Batch 1037/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.997 Epoch 12 Batch 1038/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.966 Epoch 12 Batch 1039/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 1.013 Epoch 12 Batch 1040/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 0.994 Epoch 12 Batch 1041/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.959 Epoch 12 Batch 1042/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.225, Loss: 1.036 Epoch 12 Batch 1043/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.225, Loss: 1.018 Epoch 12 Batch 1044/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 1.006 Epoch 12 Batch 1045/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.991 Epoch 12 Batch 1046/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.225, Loss: 1.002 Epoch 12 Batch 1047/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.023 Epoch 12 Batch 1048/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.001 Epoch 12 Batch 1049/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.018 Epoch 12 Batch 1050/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 1.012 Epoch 12 Batch 1051/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 1.034 Epoch 12 Batch 1052/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 1.025 Epoch 12 Batch 1053/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.958 Epoch 12 Batch 1054/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.963 Epoch 12 Batch 1055/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.002 Epoch 12 Batch 1056/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.956 Epoch 12 Batch 1057/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.226, Loss: 1.064 Epoch 12 Batch 1058/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.226, Loss: 1.033 Epoch 12 Batch 1059/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.226, Loss: 1.077 Epoch 12 Batch 1060/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 1.067 Epoch 12 Batch 1061/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.998 Epoch 12 Batch 1062/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 1.014 Epoch 12 Batch 1063/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.012 Epoch 12 Batch 1064/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.225, Loss: 1.050 Epoch 12 Batch 1065/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 1.004 Epoch 12 Batch 1066/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 1.003 Epoch 12 Batch 1067/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 1.012 Epoch 12 Batch 1068/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 0.972 Epoch 12 Batch 1069/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.999 Epoch 12 Batch 1070/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.956 Epoch 12 Batch 1071/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.978 Epoch 12 Batch 1072/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.226, Loss: 1.005 Epoch 12 Batch 1073/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.993 Epoch 12 Batch 1074/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 1.022 Epoch 12 Batch 1075/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 1.003 Epoch 13 Batch 0/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.916 Epoch 13 Batch 1/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 1.006 Epoch 13 Batch 2/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 0.959 Epoch 13 Batch 3/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.225, Loss: 0.956 Epoch 13 Batch 4/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.956 Epoch 13 Batch 5/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.985 Epoch 13 Batch 6/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.073 Epoch 13 Batch 7/1077 - Train Accuracy: 0.139, Validation Accuracy: 0.225, Loss: 0.993 Epoch 13 Batch 8/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 1.009 Epoch 13 Batch 9/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 1.044 Epoch 13 Batch 10/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.226, Loss: 1.038 Epoch 13 Batch 11/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.979 Epoch 13 Batch 12/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.043 Epoch 13 Batch 13/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.225, Loss: 1.028 Epoch 13 Batch 14/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 0.957 Epoch 13 Batch 15/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.994 Epoch 13 Batch 16/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.922 Epoch 13 Batch 17/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.002 Epoch 13 Batch 18/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.980 Epoch 13 Batch 19/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 0.968 Epoch 13 Batch 20/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 1.059 Epoch 13 Batch 21/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.226, Loss: 0.970 Epoch 13 Batch 22/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.985 Epoch 13 Batch 23/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 1.050 Epoch 13 Batch 24/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 1.021 Epoch 13 Batch 25/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 1.006 Epoch 13 Batch 26/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 1.009 Epoch 13 Batch 27/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 0.976 Epoch 13 Batch 28/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 1.019 Epoch 13 Batch 29/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.996 Epoch 13 Batch 30/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 1.026 Epoch 13 Batch 31/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.972 Epoch 13 Batch 32/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.226, Loss: 0.978 Epoch 13 Batch 33/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 0.939 Epoch 13 Batch 34/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 1.044 Epoch 13 Batch 35/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.964 Epoch 13 Batch 36/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 1.021 Epoch 13 Batch 37/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 1.035 Epoch 13 Batch 38/1077 - Train Accuracy: 0.103, Validation Accuracy: 0.226, Loss: 0.978 Epoch 13 Batch 39/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 1.009 Epoch 13 Batch 40/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 1.015 Epoch 13 Batch 41/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 1.027 Epoch 13 Batch 42/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.943 Epoch 13 Batch 43/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.227, Loss: 0.986 Epoch 13 Batch 44/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.227, Loss: 0.984 Epoch 13 Batch 45/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.996 Epoch 13 Batch 46/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.227, Loss: 0.962 Epoch 13 Batch 47/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.065 Epoch 13 Batch 48/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.932 Epoch 13 Batch 49/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.225, Loss: 0.965 Epoch 13 Batch 50/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.974 Epoch 13 Batch 51/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.025 Epoch 13 Batch 52/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.045 Epoch 13 Batch 53/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.225, Loss: 1.023 Epoch 13 Batch 54/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.042 Epoch 13 Batch 55/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.964 Epoch 13 Batch 56/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.981 Epoch 13 Batch 57/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.226, Loss: 1.018 Epoch 13 Batch 58/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 1.016 Epoch 13 Batch 59/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 0.966 Epoch 13 Batch 60/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 1.005 Epoch 13 Batch 61/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.990 Epoch 13 Batch 62/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 0.985 Epoch 13 Batch 63/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 1.001 Epoch 13 Batch 64/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.954 Epoch 13 Batch 65/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 1.045 Epoch 13 Batch 66/1077 - Train Accuracy: 0.180, Validation Accuracy: 0.226, Loss: 0.992 Epoch 13 Batch 67/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.226, Loss: 1.001 Epoch 13 Batch 68/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.956 Epoch 13 Batch 69/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.998 Epoch 13 Batch 70/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 1.029 Epoch 13 Batch 71/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.972 Epoch 13 Batch 72/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.021 Epoch 13 Batch 73/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.027 Epoch 13 Batch 74/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.911 Epoch 13 Batch 75/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.078 Epoch 13 Batch 76/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 1.016 Epoch 13 Batch 77/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.959 Epoch 13 Batch 78/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.227, Loss: 1.006 Epoch 13 Batch 79/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.947 Epoch 13 Batch 80/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 1.045 Epoch 13 Batch 81/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.227, Loss: 0.994 Epoch 13 Batch 82/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.226, Loss: 1.018 Epoch 13 Batch 83/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.226, Loss: 0.990 Epoch 13 Batch 84/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.937 Epoch 13 Batch 85/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 0.935 Epoch 13 Batch 86/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 1.001 Epoch 13 Batch 87/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 1.059 Epoch 13 Batch 88/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.976 Epoch 13 Batch 89/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.999 Epoch 13 Batch 90/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.003 Epoch 13 Batch 91/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.967 Epoch 13 Batch 92/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.225, Loss: 1.009 Epoch 13 Batch 93/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.058 Epoch 13 Batch 94/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 1.038 Epoch 13 Batch 95/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.988 Epoch 13 Batch 96/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.030 Epoch 13 Batch 97/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.941 Epoch 13 Batch 98/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 0.934 Epoch 13 Batch 99/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.988 Epoch 13 Batch 100/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.974 Epoch 13 Batch 101/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.958 Epoch 13 Batch 102/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.925 Epoch 13 Batch 103/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 0.993 Epoch 13 Batch 104/1077 - Train Accuracy: 0.097, Validation Accuracy: 0.225, Loss: 1.057 Epoch 13 Batch 105/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.987 Epoch 13 Batch 106/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.225, Loss: 1.090 Epoch 13 Batch 107/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.225, Loss: 1.072 Epoch 13 Batch 108/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.225, Loss: 0.956 Epoch 13 Batch 109/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.973 Epoch 13 Batch 110/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.226, Loss: 0.963 Epoch 13 Batch 111/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.007 Epoch 13 Batch 112/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.027 Epoch 13 Batch 113/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.032 Epoch 13 Batch 114/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.226, Loss: 1.002 Epoch 13 Batch 115/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.010 Epoch 13 Batch 116/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.226, Loss: 1.030 Epoch 13 Batch 117/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.989 Epoch 13 Batch 118/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.225, Loss: 1.038 Epoch 13 Batch 119/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.980 Epoch 13 Batch 120/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 1.003 Epoch 13 Batch 121/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.962 Epoch 13 Batch 122/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.928 Epoch 13 Batch 123/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.995 Epoch 13 Batch 124/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.226, Loss: 1.013 Epoch 13 Batch 125/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.934 Epoch 13 Batch 126/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 1.045 Epoch 13 Batch 127/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.948 Epoch 13 Batch 128/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.227, Loss: 1.006 Epoch 13 Batch 129/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.983 Epoch 13 Batch 130/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.226, Loss: 1.042 Epoch 13 Batch 131/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.002 Epoch 13 Batch 132/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.014 Epoch 13 Batch 133/1077 - Train Accuracy: 0.103, Validation Accuracy: 0.225, Loss: 1.001 Epoch 13 Batch 134/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 1.004 Epoch 13 Batch 135/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.226, Loss: 0.944 Epoch 13 Batch 136/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.955 Epoch 13 Batch 137/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 1.008 Epoch 13 Batch 138/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.981 Epoch 13 Batch 139/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 1.027 Epoch 13 Batch 140/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.226, Loss: 1.007 Epoch 13 Batch 141/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 1.081 Epoch 13 Batch 142/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 1.016 Epoch 13 Batch 143/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 1.032 Epoch 13 Batch 144/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.987 Epoch 13 Batch 145/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.227, Loss: 1.003 Epoch 13 Batch 146/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 1.095 Epoch 13 Batch 147/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 1.041 Epoch 13 Batch 148/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.995 Epoch 13 Batch 149/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 1.034 Epoch 13 Batch 150/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.994 Epoch 13 Batch 151/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.227, Loss: 1.043 Epoch 13 Batch 152/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.227, Loss: 1.010 Epoch 13 Batch 153/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 1.026 Epoch 13 Batch 154/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 1.012 Epoch 13 Batch 155/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.012 Epoch 13 Batch 156/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.962 Epoch 13 Batch 157/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 1.024 Epoch 13 Batch 158/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 1.005 Epoch 13 Batch 159/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.935 Epoch 13 Batch 160/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.001 Epoch 13 Batch 161/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.938 Epoch 13 Batch 162/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 1.034 Epoch 13 Batch 163/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.227, Loss: 0.931 Epoch 13 Batch 164/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.985 Epoch 13 Batch 165/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.974 Epoch 13 Batch 166/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.227, Loss: 1.008 Epoch 13 Batch 167/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.946 Epoch 13 Batch 168/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 0.953 Epoch 13 Batch 169/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.995 Epoch 13 Batch 170/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.998 Epoch 13 Batch 171/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.227, Loss: 1.019 Epoch 13 Batch 172/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.227, Loss: 0.986 Epoch 13 Batch 173/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.227, Loss: 0.992 Epoch 13 Batch 174/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.990 Epoch 13 Batch 175/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.995 Epoch 13 Batch 176/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 1.019 Epoch 13 Batch 177/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 1.038 Epoch 13 Batch 178/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.972 Epoch 13 Batch 179/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.227, Loss: 0.969 Epoch 13 Batch 180/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 1.037 Epoch 13 Batch 181/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.994 Epoch 13 Batch 182/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 1.016 Epoch 13 Batch 183/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 1.061 Epoch 13 Batch 184/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.965 Epoch 13 Batch 185/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.069 Epoch 13 Batch 186/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.227, Loss: 1.020 Epoch 13 Batch 187/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.961 Epoch 13 Batch 188/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.227, Loss: 0.955 Epoch 13 Batch 189/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.974 Epoch 13 Batch 190/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.955 Epoch 13 Batch 191/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.227, Loss: 1.002 Epoch 13 Batch 192/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.990 Epoch 13 Batch 193/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.981 Epoch 13 Batch 194/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.227, Loss: 0.949 Epoch 13 Batch 195/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 1.067 Epoch 13 Batch 196/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 1.017 Epoch 13 Batch 197/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.228, Loss: 1.009 Epoch 13 Batch 198/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 1.019 Epoch 13 Batch 199/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.972 Epoch 13 Batch 200/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 1.037 Epoch 13 Batch 201/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.941 Epoch 13 Batch 202/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.978 Epoch 13 Batch 203/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.977 Epoch 13 Batch 204/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.979 Epoch 13 Batch 205/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.999 Epoch 13 Batch 206/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.995 Epoch 13 Batch 207/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.993 Epoch 13 Batch 208/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 1.069 Epoch 13 Batch 209/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.988 Epoch 13 Batch 210/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.226, Loss: 0.957 Epoch 13 Batch 211/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.941 Epoch 13 Batch 212/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.226, Loss: 1.005 Epoch 13 Batch 213/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.933 Epoch 13 Batch 214/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 1.013 Epoch 13 Batch 215/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.934 Epoch 13 Batch 216/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 1.000 Epoch 13 Batch 217/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.993 Epoch 13 Batch 218/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.226, Loss: 0.957 Epoch 13 Batch 219/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.226, Loss: 0.992 Epoch 13 Batch 220/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.226, Loss: 1.056 Epoch 13 Batch 221/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.226, Loss: 0.970 Epoch 13 Batch 222/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.991 Epoch 13 Batch 223/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.952 Epoch 13 Batch 224/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.993 Epoch 13 Batch 225/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 1.000 Epoch 13 Batch 226/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 1.010 Epoch 13 Batch 227/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 1.056 Epoch 13 Batch 228/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.944 Epoch 13 Batch 229/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.992 Epoch 13 Batch 230/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 0.984 Epoch 13 Batch 231/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.001 Epoch 13 Batch 232/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 0.953 Epoch 13 Batch 233/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 1.100 Epoch 13 Batch 234/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.225, Loss: 0.980 Epoch 13 Batch 235/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 1.049 Epoch 13 Batch 236/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.975 Epoch 13 Batch 237/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 1.003 Epoch 13 Batch 238/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 0.976 Epoch 13 Batch 239/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.960 Epoch 13 Batch 240/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.225, Loss: 0.996 Epoch 13 Batch 241/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.991 Epoch 13 Batch 242/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.027 Epoch 13 Batch 243/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 1.046 Epoch 13 Batch 244/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.225, Loss: 1.014 Epoch 13 Batch 245/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.996 Epoch 13 Batch 246/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.970 Epoch 13 Batch 247/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.226, Loss: 0.963 Epoch 13 Batch 248/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.983 Epoch 13 Batch 249/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.960 Epoch 13 Batch 250/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.225, Loss: 0.977 Epoch 13 Batch 251/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.987 Epoch 13 Batch 252/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.970 Epoch 13 Batch 253/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.225, Loss: 1.039 Epoch 13 Batch 254/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.045 Epoch 13 Batch 255/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.008 Epoch 13 Batch 256/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.002 Epoch 13 Batch 257/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 1.033 Epoch 13 Batch 258/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.979 Epoch 13 Batch 259/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.049 Epoch 13 Batch 260/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.998 Epoch 13 Batch 261/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.972 Epoch 13 Batch 262/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 1.038 Epoch 13 Batch 263/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.226, Loss: 1.035 Epoch 13 Batch 264/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 1.017 Epoch 13 Batch 265/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.990 Epoch 13 Batch 266/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.985 Epoch 13 Batch 267/1077 - Train Accuracy: 0.222, Validation Accuracy: 0.226, Loss: 1.012 Epoch 13 Batch 268/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 1.023 Epoch 13 Batch 269/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.226, Loss: 1.041 Epoch 13 Batch 270/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.969 Epoch 13 Batch 271/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.983 Epoch 13 Batch 272/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 1.044 Epoch 13 Batch 273/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 1.032 Epoch 13 Batch 274/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 0.978 Epoch 13 Batch 275/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 1.029 Epoch 13 Batch 276/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 1.044 Epoch 13 Batch 277/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.225, Loss: 0.948 Epoch 13 Batch 278/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.073 Epoch 13 Batch 279/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.975 Epoch 13 Batch 280/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.977 Epoch 13 Batch 281/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.025 Epoch 13 Batch 282/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.997 Epoch 13 Batch 283/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.983 Epoch 13 Batch 284/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.993 Epoch 13 Batch 285/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.226, Loss: 1.003 Epoch 13 Batch 286/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 1.021 Epoch 13 Batch 287/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 1.028 Epoch 13 Batch 288/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 1.046 Epoch 13 Batch 289/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 1.035 Epoch 13 Batch 290/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.006 Epoch 13 Batch 291/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.226, Loss: 1.005 Epoch 13 Batch 292/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.979 Epoch 13 Batch 293/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 1.057 Epoch 13 Batch 294/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.225, Loss: 1.004 Epoch 13 Batch 295/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 0.920 Epoch 13 Batch 296/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 1.010 Epoch 13 Batch 297/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.019 Epoch 13 Batch 298/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.978 Epoch 13 Batch 299/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.226, Loss: 1.003 Epoch 13 Batch 300/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.226, Loss: 0.977 Epoch 13 Batch 301/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.935 Epoch 13 Batch 302/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.954 Epoch 13 Batch 303/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.225, Loss: 1.048 Epoch 13 Batch 304/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.969 Epoch 13 Batch 305/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.990 Epoch 13 Batch 306/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 1.025 Epoch 13 Batch 307/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 1.021 Epoch 13 Batch 308/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.958 Epoch 13 Batch 309/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.959 Epoch 13 Batch 310/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.981 Epoch 13 Batch 311/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.225, Loss: 0.951 Epoch 13 Batch 312/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 1.041 Epoch 13 Batch 313/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.983 Epoch 13 Batch 314/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.976 Epoch 13 Batch 315/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.983 Epoch 13 Batch 316/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 1.020 Epoch 13 Batch 317/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 1.030 Epoch 13 Batch 318/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 1.003 Epoch 13 Batch 319/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.970 Epoch 13 Batch 320/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.966 Epoch 13 Batch 321/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.023 Epoch 13 Batch 322/1077 - Train Accuracy: 0.179, Validation Accuracy: 0.225, Loss: 0.991 Epoch 13 Batch 323/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 1.003 Epoch 13 Batch 324/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.959 Epoch 13 Batch 325/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.986 Epoch 13 Batch 326/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 1.022 Epoch 13 Batch 327/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 1.005 Epoch 13 Batch 328/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.980 Epoch 13 Batch 329/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.986 Epoch 13 Batch 330/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.983 Epoch 13 Batch 331/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.226, Loss: 0.956 Epoch 13 Batch 332/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.962 Epoch 13 Batch 333/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.226, Loss: 0.943 Epoch 13 Batch 334/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.945 Epoch 13 Batch 335/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.973 Epoch 13 Batch 336/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 1.021 Epoch 13 Batch 337/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 1.071 Epoch 13 Batch 338/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 1.053 Epoch 13 Batch 339/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.977 Epoch 13 Batch 340/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.225, Loss: 0.971 Epoch 13 Batch 341/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 1.079 Epoch 13 Batch 342/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.225, Loss: 0.994 Epoch 13 Batch 343/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.017 Epoch 13 Batch 344/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.019 Epoch 13 Batch 345/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.972 Epoch 13 Batch 346/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.974 Epoch 13 Batch 347/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.971 Epoch 13 Batch 348/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.225, Loss: 0.993 Epoch 13 Batch 349/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.965 Epoch 13 Batch 350/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.007 Epoch 13 Batch 351/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 0.951 Epoch 13 Batch 352/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.966 Epoch 13 Batch 353/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.226, Loss: 1.003 Epoch 13 Batch 354/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.025 Epoch 13 Batch 355/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 1.015 Epoch 13 Batch 356/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.976 Epoch 13 Batch 357/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.226, Loss: 0.984 Epoch 13 Batch 358/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 0.998 Epoch 13 Batch 359/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.005 Epoch 13 Batch 360/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 1.036 Epoch 13 Batch 361/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.226, Loss: 0.984 Epoch 13 Batch 362/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.226, Loss: 1.007 Epoch 13 Batch 363/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 1.027 Epoch 13 Batch 364/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.983 Epoch 13 Batch 365/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.967 Epoch 13 Batch 366/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 1.078 Epoch 13 Batch 367/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.225, Loss: 0.969 Epoch 13 Batch 368/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.045 Epoch 13 Batch 369/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.009 Epoch 13 Batch 370/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.987 Epoch 13 Batch 371/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.036 Epoch 13 Batch 372/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.984 Epoch 13 Batch 373/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.938 Epoch 13 Batch 374/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 1.028 Epoch 13 Batch 375/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.225, Loss: 0.945 Epoch 13 Batch 376/1077 - Train Accuracy: 0.223, Validation Accuracy: 0.225, Loss: 0.966 Epoch 13 Batch 377/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.983 Epoch 13 Batch 378/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.993 Epoch 13 Batch 379/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 1.003 Epoch 13 Batch 380/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.932 Epoch 13 Batch 381/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.058 Epoch 13 Batch 382/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 1.012 Epoch 13 Batch 383/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.226, Loss: 0.959 Epoch 13 Batch 384/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 1.010 Epoch 13 Batch 385/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.992 Epoch 13 Batch 386/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.952 Epoch 13 Batch 387/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.966 Epoch 13 Batch 388/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.225, Loss: 1.030 Epoch 13 Batch 389/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.024 Epoch 13 Batch 390/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.970 Epoch 13 Batch 391/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.225, Loss: 1.054 Epoch 13 Batch 392/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.968 Epoch 13 Batch 393/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.977 Epoch 13 Batch 394/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.984 Epoch 13 Batch 395/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 0.960 Epoch 13 Batch 396/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.008 Epoch 13 Batch 397/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.980 Epoch 13 Batch 398/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 1.050 Epoch 13 Batch 399/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 0.993 Epoch 13 Batch 400/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.011 Epoch 13 Batch 401/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.984 Epoch 13 Batch 402/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.000 Epoch 13 Batch 403/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.019 Epoch 13 Batch 404/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 0.963 Epoch 13 Batch 405/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 1.020 Epoch 13 Batch 406/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.225, Loss: 0.890 Epoch 13 Batch 407/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.029 Epoch 13 Batch 408/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.986 Epoch 13 Batch 409/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.029 Epoch 13 Batch 410/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 0.984 Epoch 13 Batch 411/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.225, Loss: 0.996 Epoch 13 Batch 412/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.031 Epoch 13 Batch 413/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.017 Epoch 13 Batch 414/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.943 Epoch 13 Batch 415/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 0.965 Epoch 13 Batch 416/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.971 Epoch 13 Batch 417/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 1.048 Epoch 13 Batch 418/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.979 Epoch 13 Batch 419/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.052 Epoch 13 Batch 420/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.956 Epoch 13 Batch 421/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.009 Epoch 13 Batch 422/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 1.019 Epoch 13 Batch 423/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.961 Epoch 13 Batch 424/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.004 Epoch 13 Batch 425/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 1.001 Epoch 13 Batch 426/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 1.057 Epoch 13 Batch 427/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.226, Loss: 0.993 Epoch 13 Batch 428/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.226, Loss: 0.923 Epoch 13 Batch 429/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 1.040 Epoch 13 Batch 430/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.918 Epoch 13 Batch 431/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 1.064 Epoch 13 Batch 432/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 0.961 Epoch 13 Batch 433/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 1.028 Epoch 13 Batch 434/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.226, Loss: 1.087 Epoch 13 Batch 435/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 0.964 Epoch 13 Batch 436/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 1.044 Epoch 13 Batch 437/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.977 Epoch 13 Batch 438/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 1.018 Epoch 13 Batch 439/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.993 Epoch 13 Batch 440/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 1.029 Epoch 13 Batch 441/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.226, Loss: 0.989 Epoch 13 Batch 442/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.965 Epoch 13 Batch 443/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.226, Loss: 0.946 Epoch 13 Batch 444/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.955 Epoch 13 Batch 445/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 1.006 Epoch 13 Batch 446/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 1.009 Epoch 13 Batch 447/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.982 Epoch 13 Batch 448/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.096 Epoch 13 Batch 449/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.962 Epoch 13 Batch 450/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.977 Epoch 13 Batch 451/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 0.986 Epoch 13 Batch 452/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.969 Epoch 13 Batch 453/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.226, Loss: 0.972 Epoch 13 Batch 454/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 1.016 Epoch 13 Batch 455/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.227, Loss: 1.001 Epoch 13 Batch 456/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.949 Epoch 13 Batch 457/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.937 Epoch 13 Batch 458/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.227, Loss: 0.995 Epoch 13 Batch 459/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 1.009 Epoch 13 Batch 460/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 1.025 Epoch 13 Batch 461/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.983 Epoch 13 Batch 462/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.960 Epoch 13 Batch 463/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.998 Epoch 13 Batch 464/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.226, Loss: 0.957 Epoch 13 Batch 465/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.226, Loss: 1.067 Epoch 13 Batch 466/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.992 Epoch 13 Batch 467/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.226, Loss: 1.029 Epoch 13 Batch 468/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 1.015 Epoch 13 Batch 469/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 1.011 Epoch 13 Batch 470/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 1.003 Epoch 13 Batch 471/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.033 Epoch 13 Batch 472/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.226, Loss: 0.939 Epoch 13 Batch 473/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.993 Epoch 13 Batch 474/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 1.064 Epoch 13 Batch 475/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.226, Loss: 1.034 Epoch 13 Batch 476/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.227, Loss: 0.953 Epoch 13 Batch 477/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.227, Loss: 1.026 Epoch 13 Batch 478/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.227, Loss: 1.071 Epoch 13 Batch 479/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.964 Epoch 13 Batch 480/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 0.974 Epoch 13 Batch 481/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 1.023 Epoch 13 Batch 482/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.226, Loss: 1.017 Epoch 13 Batch 483/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.974 Epoch 13 Batch 484/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.226, Loss: 0.979 Epoch 13 Batch 485/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 1.034 Epoch 13 Batch 486/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.226, Loss: 0.984 Epoch 13 Batch 487/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.226, Loss: 0.967 Epoch 13 Batch 488/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.226, Loss: 0.931 Epoch 13 Batch 489/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.226, Loss: 1.012 Epoch 13 Batch 490/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.958 Epoch 13 Batch 491/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.993 Epoch 13 Batch 492/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.973 Epoch 13 Batch 493/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 0.954 Epoch 13 Batch 494/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.008 Epoch 13 Batch 495/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 1.004 Epoch 13 Batch 496/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.963 Epoch 13 Batch 497/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.226, Loss: 0.952 Epoch 13 Batch 498/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.954 Epoch 13 Batch 499/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.227, Loss: 1.004 Epoch 13 Batch 500/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.903 Epoch 13 Batch 501/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.971 Epoch 13 Batch 502/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 1.002 Epoch 13 Batch 503/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.959 Epoch 13 Batch 504/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 1.006 Epoch 13 Batch 505/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 1.040 Epoch 13 Batch 506/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 1.021 Epoch 13 Batch 507/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.974 Epoch 13 Batch 508/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.987 Epoch 13 Batch 509/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.984 Epoch 13 Batch 510/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.999 Epoch 13 Batch 511/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.226, Loss: 0.983 Epoch 13 Batch 512/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.961 Epoch 13 Batch 513/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.947 Epoch 13 Batch 514/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.978 Epoch 13 Batch 515/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 1.028 Epoch 13 Batch 516/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 1.035 Epoch 13 Batch 517/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.226, Loss: 1.008 Epoch 13 Batch 518/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.950 Epoch 13 Batch 519/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.988 Epoch 13 Batch 520/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.961 Epoch 13 Batch 521/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.907 Epoch 13 Batch 522/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.018 Epoch 13 Batch 523/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.956 Epoch 13 Batch 524/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.037 Epoch 13 Batch 525/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.996 Epoch 13 Batch 526/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.020 Epoch 13 Batch 527/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.226, Loss: 1.027 Epoch 13 Batch 528/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.226, Loss: 0.932 Epoch 13 Batch 529/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.021 Epoch 13 Batch 530/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.928 Epoch 13 Batch 531/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.972 Epoch 13 Batch 532/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.226, Loss: 1.030 Epoch 13 Batch 533/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 1.024 Epoch 13 Batch 534/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.226, Loss: 0.977 Epoch 13 Batch 535/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.995 Epoch 13 Batch 536/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.022 Epoch 13 Batch 537/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.981 Epoch 13 Batch 538/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.963 Epoch 13 Batch 539/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.983 Epoch 13 Batch 540/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.985 Epoch 13 Batch 541/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.994 Epoch 13 Batch 542/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.976 Epoch 13 Batch 543/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.927 Epoch 13 Batch 544/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.039 Epoch 13 Batch 545/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.966 Epoch 13 Batch 546/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.225, Loss: 0.951 Epoch 13 Batch 547/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 1.005 Epoch 13 Batch 548/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.016 Epoch 13 Batch 549/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.014 Epoch 13 Batch 550/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.958 Epoch 13 Batch 551/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.984 Epoch 13 Batch 552/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.983 Epoch 13 Batch 553/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.011 Epoch 13 Batch 554/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.225, Loss: 1.009 Epoch 13 Batch 555/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.965 Epoch 13 Batch 556/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.060 Epoch 13 Batch 557/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 1.033 Epoch 13 Batch 558/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.960 Epoch 13 Batch 559/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 0.994 Epoch 13 Batch 560/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 1.006 Epoch 13 Batch 561/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.981 Epoch 13 Batch 562/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.983 Epoch 13 Batch 563/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.005 Epoch 13 Batch 564/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.225, Loss: 1.045 Epoch 13 Batch 565/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.996 Epoch 13 Batch 566/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.965 Epoch 13 Batch 567/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.981 Epoch 13 Batch 568/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.963 Epoch 13 Batch 569/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.956 Epoch 13 Batch 570/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 0.993 Epoch 13 Batch 571/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.971 Epoch 13 Batch 572/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.947 Epoch 13 Batch 573/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.961 Epoch 13 Batch 574/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 0.991 Epoch 13 Batch 575/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.964 Epoch 13 Batch 576/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.225, Loss: 0.966 Epoch 13 Batch 577/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 1.049 Epoch 13 Batch 578/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 1.018 Epoch 13 Batch 579/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.981 Epoch 13 Batch 580/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.225, Loss: 1.026 Epoch 13 Batch 581/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.060 Epoch 13 Batch 582/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 1.010 Epoch 13 Batch 583/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 0.953 Epoch 13 Batch 584/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.957 Epoch 13 Batch 585/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 1.035 Epoch 13 Batch 586/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 1.048 Epoch 13 Batch 587/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.977 Epoch 13 Batch 588/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.993 Epoch 13 Batch 589/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.225, Loss: 1.015 Epoch 13 Batch 590/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.225, Loss: 1.039 Epoch 13 Batch 591/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.225, Loss: 0.943 Epoch 13 Batch 592/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.966 Epoch 13 Batch 593/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 1.016 Epoch 13 Batch 594/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.032 Epoch 13 Batch 595/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.000 Epoch 13 Batch 596/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.016 Epoch 13 Batch 597/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.225, Loss: 0.980 Epoch 13 Batch 598/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 0.951 Epoch 13 Batch 599/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.055 Epoch 13 Batch 600/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.225, Loss: 0.974 Epoch 13 Batch 601/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.990 Epoch 13 Batch 602/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.029 Epoch 13 Batch 603/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 1.061 Epoch 13 Batch 604/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 1.002 Epoch 13 Batch 605/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.225, Loss: 0.975 Epoch 13 Batch 606/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.971 Epoch 13 Batch 607/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.225, Loss: 1.003 Epoch 13 Batch 608/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.944 Epoch 13 Batch 609/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 1.020 Epoch 13 Batch 610/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 1.002 Epoch 13 Batch 611/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.225, Loss: 1.020 Epoch 13 Batch 612/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.225, Loss: 0.952 Epoch 13 Batch 613/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.052 Epoch 13 Batch 614/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 1.001 Epoch 13 Batch 615/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.026 Epoch 13 Batch 616/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.225, Loss: 0.972 Epoch 13 Batch 617/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.950 Epoch 13 Batch 618/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.989 Epoch 13 Batch 619/1077 - Train Accuracy: 0.102, Validation Accuracy: 0.225, Loss: 0.978 Epoch 13 Batch 620/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.980 Epoch 13 Batch 621/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.999 Epoch 13 Batch 622/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 1.030 Epoch 13 Batch 623/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.014 Epoch 13 Batch 624/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.988 Epoch 13 Batch 625/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.224, Loss: 0.925 Epoch 13 Batch 626/1077 - Train Accuracy: 0.220, Validation Accuracy: 0.224, Loss: 0.942 Epoch 13 Batch 627/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.014 Epoch 13 Batch 628/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 1.025 Epoch 13 Batch 629/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.224, Loss: 0.957 Epoch 13 Batch 630/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 1.010 Epoch 13 Batch 631/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.224, Loss: 0.996 Epoch 13 Batch 632/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.948 Epoch 13 Batch 633/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.224, Loss: 0.985 Epoch 13 Batch 634/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.224, Loss: 0.910 Epoch 13 Batch 635/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.224, Loss: 1.018 Epoch 13 Batch 636/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.224, Loss: 1.004 Epoch 13 Batch 637/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.023 Epoch 13 Batch 638/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 1.022 Epoch 13 Batch 639/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.953 Epoch 13 Batch 640/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.976 Epoch 13 Batch 641/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.994 Epoch 13 Batch 642/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 1.023 Epoch 13 Batch 643/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.968 Epoch 13 Batch 644/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.975 Epoch 13 Batch 645/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.225, Loss: 1.014 Epoch 13 Batch 646/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.225, Loss: 1.012 Epoch 13 Batch 647/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.940 Epoch 13 Batch 648/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.945 Epoch 13 Batch 649/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.956 Epoch 13 Batch 650/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.987 Epoch 13 Batch 651/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 1.057 Epoch 13 Batch 652/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 1.032 Epoch 13 Batch 653/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.950 Epoch 13 Batch 654/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.000 Epoch 13 Batch 655/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.013 Epoch 13 Batch 656/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 1.024 Epoch 13 Batch 657/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 1.058 Epoch 13 Batch 658/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.996 Epoch 13 Batch 659/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 1.006 Epoch 13 Batch 660/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.972 Epoch 13 Batch 661/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.979 Epoch 13 Batch 662/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 1.008 Epoch 13 Batch 663/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 1.018 Epoch 13 Batch 664/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.933 Epoch 13 Batch 665/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.975 Epoch 13 Batch 666/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 1.040 Epoch 13 Batch 667/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 1.071 Epoch 13 Batch 668/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.965 Epoch 13 Batch 669/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.964 Epoch 13 Batch 670/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.225, Loss: 0.960 Epoch 13 Batch 671/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.225, Loss: 1.058 Epoch 13 Batch 672/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.981 Epoch 13 Batch 673/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.979 Epoch 13 Batch 674/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.983 Epoch 13 Batch 675/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.964 Epoch 13 Batch 676/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 1.063 Epoch 13 Batch 677/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 1.019 Epoch 13 Batch 678/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.957 Epoch 13 Batch 679/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.225, Loss: 0.996 Epoch 13 Batch 680/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 1.009 Epoch 13 Batch 681/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 1.018 Epoch 13 Batch 682/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.225, Loss: 0.997 Epoch 13 Batch 683/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 1.032 Epoch 13 Batch 684/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.934 Epoch 13 Batch 685/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.942 Epoch 13 Batch 686/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.225, Loss: 0.945 Epoch 13 Batch 687/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.987 Epoch 13 Batch 688/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.023 Epoch 13 Batch 689/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.962 Epoch 13 Batch 690/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.015 Epoch 13 Batch 691/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.225, Loss: 1.014 Epoch 13 Batch 692/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 1.009 Epoch 13 Batch 693/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 1.036 Epoch 13 Batch 694/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.986 Epoch 13 Batch 695/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.986 Epoch 13 Batch 696/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 1.030 Epoch 13 Batch 697/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.010 Epoch 13 Batch 698/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.949 Epoch 13 Batch 699/1077 - Train Accuracy: 0.102, Validation Accuracy: 0.225, Loss: 1.050 Epoch 13 Batch 700/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.974 Epoch 13 Batch 701/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.969 Epoch 13 Batch 702/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 1.030 Epoch 13 Batch 703/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.966 Epoch 13 Batch 704/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.993 Epoch 13 Batch 705/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.225, Loss: 1.011 Epoch 13 Batch 706/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.967 Epoch 13 Batch 707/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.976 Epoch 13 Batch 708/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.997 Epoch 13 Batch 709/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 1.070 Epoch 13 Batch 710/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 1.013 Epoch 13 Batch 711/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.048 Epoch 13 Batch 712/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.021 Epoch 13 Batch 713/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.225, Loss: 0.936 Epoch 13 Batch 714/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.225, Loss: 1.050 Epoch 13 Batch 715/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.985 Epoch 13 Batch 716/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.970 Epoch 13 Batch 717/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.226, Loss: 0.987 Epoch 13 Batch 718/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.005 Epoch 13 Batch 719/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 1.026 Epoch 13 Batch 720/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.226, Loss: 1.004 Epoch 13 Batch 721/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 1.048 Epoch 13 Batch 722/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.987 Epoch 13 Batch 723/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.989 Epoch 13 Batch 724/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.226, Loss: 0.984 Epoch 13 Batch 725/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.226, Loss: 1.002 Epoch 13 Batch 726/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.952 Epoch 13 Batch 727/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.942 Epoch 13 Batch 728/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.226, Loss: 0.964 Epoch 13 Batch 729/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.967 Epoch 13 Batch 730/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.058 Epoch 13 Batch 731/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 1.006 Epoch 13 Batch 732/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.226, Loss: 1.020 Epoch 13 Batch 733/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.984 Epoch 13 Batch 734/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 1.009 Epoch 13 Batch 735/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.962 Epoch 13 Batch 736/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.226, Loss: 0.976 Epoch 13 Batch 737/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.960 Epoch 13 Batch 738/1077 - Train Accuracy: 0.287, Validation Accuracy: 0.227, Loss: 0.996 Epoch 13 Batch 739/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.958 Epoch 13 Batch 740/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.977 Epoch 13 Batch 741/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.986 Epoch 13 Batch 742/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.961 Epoch 13 Batch 743/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.999 Epoch 13 Batch 744/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.226, Loss: 0.984 Epoch 13 Batch 745/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 1.009 Epoch 13 Batch 746/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.977 Epoch 13 Batch 747/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.007 Epoch 13 Batch 748/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 1.018 Epoch 13 Batch 749/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.079 Epoch 13 Batch 750/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.986 Epoch 13 Batch 751/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.984 Epoch 13 Batch 752/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.937 Epoch 13 Batch 753/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 1.049 Epoch 13 Batch 754/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.051 Epoch 13 Batch 755/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 1.015 Epoch 13 Batch 756/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.962 Epoch 13 Batch 757/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 0.997 Epoch 13 Batch 758/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 1.013 Epoch 13 Batch 759/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 1.008 Epoch 13 Batch 760/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 1.008 Epoch 13 Batch 761/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 0.987 Epoch 13 Batch 762/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.982 Epoch 13 Batch 763/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 1.035 Epoch 13 Batch 764/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 1.009 Epoch 13 Batch 765/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 1.011 Epoch 13 Batch 766/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.976 Epoch 13 Batch 767/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.975 Epoch 13 Batch 768/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 1.016 Epoch 13 Batch 769/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.992 Epoch 13 Batch 770/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.226, Loss: 1.019 Epoch 13 Batch 771/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.979 Epoch 13 Batch 772/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.992 Epoch 13 Batch 773/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.007 Epoch 13 Batch 774/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.929 Epoch 13 Batch 775/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.916 Epoch 13 Batch 776/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.990 Epoch 13 Batch 777/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.012 Epoch 13 Batch 778/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.227, Loss: 0.997 Epoch 13 Batch 779/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.972 Epoch 13 Batch 780/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 1.084 Epoch 13 Batch 781/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.227, Loss: 0.946 Epoch 13 Batch 782/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 1.038 Epoch 13 Batch 783/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.227, Loss: 1.005 Epoch 13 Batch 784/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.981 Epoch 13 Batch 785/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.969 Epoch 13 Batch 786/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.021 Epoch 13 Batch 787/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 1.001 Epoch 13 Batch 788/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.916 Epoch 13 Batch 789/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 1.009 Epoch 13 Batch 790/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 1.043 Epoch 13 Batch 791/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 1.074 Epoch 13 Batch 792/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.026 Epoch 13 Batch 793/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.931 Epoch 13 Batch 794/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.225, Loss: 0.964 Epoch 13 Batch 795/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.987 Epoch 13 Batch 796/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.000 Epoch 13 Batch 797/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.003 Epoch 13 Batch 798/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 1.049 Epoch 13 Batch 799/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.967 Epoch 13 Batch 800/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.971 Epoch 13 Batch 801/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.055 Epoch 13 Batch 802/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 1.030 Epoch 13 Batch 803/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.992 Epoch 13 Batch 804/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.005 Epoch 13 Batch 805/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.225, Loss: 1.028 Epoch 13 Batch 806/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.225, Loss: 1.033 Epoch 13 Batch 807/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.002 Epoch 13 Batch 808/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.016 Epoch 13 Batch 809/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 1.039 Epoch 13 Batch 810/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.982 Epoch 13 Batch 811/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 1.045 Epoch 13 Batch 812/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.995 Epoch 13 Batch 813/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.225, Loss: 0.985 Epoch 13 Batch 814/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.017 Epoch 13 Batch 815/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.225, Loss: 0.979 Epoch 13 Batch 816/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.225, Loss: 0.970 Epoch 13 Batch 817/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.977 Epoch 13 Batch 818/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 1.029 Epoch 13 Batch 819/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 1.015 Epoch 13 Batch 820/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.018 Epoch 13 Batch 821/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.225, Loss: 1.005 Epoch 13 Batch 822/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 1.004 Epoch 13 Batch 823/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 1.008 Epoch 13 Batch 824/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.226, Loss: 0.990 Epoch 13 Batch 825/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.952 Epoch 13 Batch 826/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.981 Epoch 13 Batch 827/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.226, Loss: 1.042 Epoch 13 Batch 828/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.966 Epoch 13 Batch 829/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.973 Epoch 13 Batch 830/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 1.010 Epoch 13 Batch 831/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.227, Loss: 1.054 Epoch 13 Batch 832/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.976 Epoch 13 Batch 833/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 1.018 Epoch 13 Batch 834/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.227, Loss: 0.955 Epoch 13 Batch 835/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.954 Epoch 13 Batch 836/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 1.018 Epoch 13 Batch 837/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 1.052 Epoch 13 Batch 838/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.975 Epoch 13 Batch 839/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.969 Epoch 13 Batch 840/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 1.017 Epoch 13 Batch 841/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.998 Epoch 13 Batch 842/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.002 Epoch 13 Batch 843/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.227, Loss: 1.019 Epoch 13 Batch 844/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.227, Loss: 1.016 Epoch 13 Batch 845/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.886 Epoch 13 Batch 846/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 1.021 Epoch 13 Batch 847/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.994 Epoch 13 Batch 848/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.971 Epoch 13 Batch 849/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.987 Epoch 13 Batch 850/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 1.035 Epoch 13 Batch 851/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 1.036 Epoch 13 Batch 852/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.974 Epoch 13 Batch 853/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 0.940 Epoch 13 Batch 854/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 1.070 Epoch 13 Batch 855/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 1.017 Epoch 13 Batch 856/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 0.952 Epoch 13 Batch 857/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.980 Epoch 13 Batch 858/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 1.014 Epoch 13 Batch 859/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.226, Loss: 0.967 Epoch 13 Batch 860/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 1.026 Epoch 13 Batch 861/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.992 Epoch 13 Batch 862/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.984 Epoch 13 Batch 863/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.987 Epoch 13 Batch 864/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 1.034 Epoch 13 Batch 865/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.226, Loss: 1.006 Epoch 13 Batch 866/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 1.048 Epoch 13 Batch 867/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.065 Epoch 13 Batch 868/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.980 Epoch 13 Batch 869/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 1.027 Epoch 13 Batch 870/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.226, Loss: 1.037 Epoch 13 Batch 871/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 1.012 Epoch 13 Batch 872/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.898 Epoch 13 Batch 873/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.966 Epoch 13 Batch 874/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 1.007 Epoch 13 Batch 875/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 1.067 Epoch 13 Batch 876/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.981 Epoch 13 Batch 877/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.988 Epoch 13 Batch 878/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.003 Epoch 13 Batch 879/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.059 Epoch 13 Batch 880/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.922 Epoch 13 Batch 881/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.025 Epoch 13 Batch 882/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.225, Loss: 0.949 Epoch 13 Batch 883/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 1.087 Epoch 13 Batch 884/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.962 Epoch 13 Batch 885/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.225, Loss: 0.998 Epoch 13 Batch 886/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.988 Epoch 13 Batch 887/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.987 Epoch 13 Batch 888/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.225, Loss: 1.024 Epoch 13 Batch 889/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.225, Loss: 1.022 Epoch 13 Batch 890/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.225, Loss: 1.009 Epoch 13 Batch 891/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 1.017 Epoch 13 Batch 892/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.904 Epoch 13 Batch 893/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 1.023 Epoch 13 Batch 894/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.979 Epoch 13 Batch 895/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.948 Epoch 13 Batch 896/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.225, Loss: 0.955 Epoch 13 Batch 897/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 1.010 Epoch 13 Batch 898/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 1.011 Epoch 13 Batch 899/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.012 Epoch 13 Batch 900/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.986 Epoch 13 Batch 901/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 1.026 Epoch 13 Batch 902/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.225, Loss: 1.009 Epoch 13 Batch 903/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.994 Epoch 13 Batch 904/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.960 Epoch 13 Batch 905/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.995 Epoch 13 Batch 906/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.054 Epoch 13 Batch 907/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.998 Epoch 13 Batch 908/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.978 Epoch 13 Batch 909/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.225, Loss: 0.983 Epoch 13 Batch 910/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.985 Epoch 13 Batch 911/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.225, Loss: 0.985 Epoch 13 Batch 912/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.957 Epoch 13 Batch 913/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.002 Epoch 13 Batch 914/1077 - Train Accuracy: 0.293, Validation Accuracy: 0.225, Loss: 0.975 Epoch 13 Batch 915/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 1.006 Epoch 13 Batch 916/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.059 Epoch 13 Batch 917/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.964 Epoch 13 Batch 918/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 1.001 Epoch 13 Batch 919/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.225, Loss: 1.000 Epoch 13 Batch 920/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.059 Epoch 13 Batch 921/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.973 Epoch 13 Batch 922/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 1.017 Epoch 13 Batch 923/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.225, Loss: 0.945 Epoch 13 Batch 924/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.225, Loss: 1.028 Epoch 13 Batch 925/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.225, Loss: 1.030 Epoch 13 Batch 926/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.052 Epoch 13 Batch 927/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 1.006 Epoch 13 Batch 928/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 1.029 Epoch 13 Batch 929/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.991 Epoch 13 Batch 930/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.224, Loss: 0.962 Epoch 13 Batch 931/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 1.006 Epoch 13 Batch 932/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.224, Loss: 0.952 Epoch 13 Batch 933/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 0.954 Epoch 13 Batch 934/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 1.014 Epoch 13 Batch 935/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 1.000 Epoch 13 Batch 936/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.224, Loss: 1.009 Epoch 13 Batch 937/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.224, Loss: 1.021 Epoch 13 Batch 938/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.224, Loss: 0.989 Epoch 13 Batch 939/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 1.022 Epoch 13 Batch 940/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.985 Epoch 13 Batch 941/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.224, Loss: 0.998 Epoch 13 Batch 942/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.994 Epoch 13 Batch 943/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.960 Epoch 13 Batch 944/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.224, Loss: 0.950 Epoch 13 Batch 945/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.945 Epoch 13 Batch 946/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.225, Loss: 0.978 Epoch 13 Batch 947/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 1.003 Epoch 13 Batch 948/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 1.023 Epoch 13 Batch 949/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.225, Loss: 0.972 Epoch 13 Batch 950/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.993 Epoch 13 Batch 951/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 0.972 Epoch 13 Batch 952/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.965 Epoch 13 Batch 953/1077 - Train Accuracy: 0.103, Validation Accuracy: 0.225, Loss: 0.998 Epoch 13 Batch 954/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.043 Epoch 13 Batch 955/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.034 Epoch 13 Batch 956/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.029 Epoch 13 Batch 957/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.910 Epoch 13 Batch 958/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.000 Epoch 13 Batch 959/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.954 Epoch 13 Batch 960/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.951 Epoch 13 Batch 961/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.983 Epoch 13 Batch 962/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.226, Loss: 0.986 Epoch 13 Batch 963/1077 - Train Accuracy: 0.065, Validation Accuracy: 0.225, Loss: 1.051 Epoch 13 Batch 964/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.945 Epoch 13 Batch 965/1077 - Train Accuracy: 0.101, Validation Accuracy: 0.225, Loss: 1.024 Epoch 13 Batch 966/1077 - Train Accuracy: 0.259, Validation Accuracy: 0.225, Loss: 0.999 Epoch 13 Batch 967/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.936 Epoch 13 Batch 968/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.989 Epoch 13 Batch 969/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.934 Epoch 13 Batch 970/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.011 Epoch 13 Batch 971/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.953 Epoch 13 Batch 972/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.940 Epoch 13 Batch 973/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.950 Epoch 13 Batch 974/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.982 Epoch 13 Batch 975/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.225, Loss: 0.990 Epoch 13 Batch 976/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 1.005 Epoch 13 Batch 977/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 1.024 Epoch 13 Batch 978/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 0.998 Epoch 13 Batch 979/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 1.040 Epoch 13 Batch 980/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.031 Epoch 13 Batch 981/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.963 Epoch 13 Batch 982/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.960 Epoch 13 Batch 983/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.225, Loss: 1.028 Epoch 13 Batch 984/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.979 Epoch 13 Batch 985/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.945 Epoch 13 Batch 986/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.977 Epoch 13 Batch 987/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.999 Epoch 13 Batch 988/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.225, Loss: 0.955 Epoch 13 Batch 989/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.976 Epoch 13 Batch 990/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.225, Loss: 0.970 Epoch 13 Batch 991/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.225, Loss: 1.014 Epoch 13 Batch 992/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.026 Epoch 13 Batch 993/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 0.960 Epoch 13 Batch 994/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.973 Epoch 13 Batch 995/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.953 Epoch 13 Batch 996/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.974 Epoch 13 Batch 997/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 0.981 Epoch 13 Batch 998/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.986 Epoch 13 Batch 999/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.006 Epoch 13 Batch 1000/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.998 Epoch 13 Batch 1001/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.225, Loss: 0.962 Epoch 13 Batch 1002/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.225, Loss: 1.009 Epoch 13 Batch 1003/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 0.965 Epoch 13 Batch 1004/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.996 Epoch 13 Batch 1005/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.968 Epoch 13 Batch 1006/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.917 Epoch 13 Batch 1007/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 1.033 Epoch 13 Batch 1008/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.024 Epoch 13 Batch 1009/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.997 Epoch 13 Batch 1010/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 1.023 Epoch 13 Batch 1011/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.894 Epoch 13 Batch 1012/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.225, Loss: 0.978 Epoch 13 Batch 1013/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 1.018 Epoch 13 Batch 1014/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.996 Epoch 13 Batch 1015/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 0.976 Epoch 13 Batch 1016/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.979 Epoch 13 Batch 1017/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.225, Loss: 0.945 Epoch 13 Batch 1018/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.977 Epoch 13 Batch 1019/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.225, Loss: 1.028 Epoch 13 Batch 1020/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.992 Epoch 13 Batch 1021/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.922 Epoch 13 Batch 1022/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 1.006 Epoch 13 Batch 1023/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.224, Loss: 0.985 Epoch 13 Batch 1024/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.965 Epoch 13 Batch 1025/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 1.062 Epoch 13 Batch 1026/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.224, Loss: 1.027 Epoch 13 Batch 1027/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.959 Epoch 13 Batch 1028/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.224, Loss: 0.986 Epoch 13 Batch 1029/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.939 Epoch 13 Batch 1030/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 1.011 Epoch 13 Batch 1031/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 1.014 Epoch 13 Batch 1032/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 1.000 Epoch 13 Batch 1033/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.955 Epoch 13 Batch 1034/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.994 Epoch 13 Batch 1035/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.921 Epoch 13 Batch 1036/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 1.018 Epoch 13 Batch 1037/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.971 Epoch 13 Batch 1038/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.012 Epoch 13 Batch 1039/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.998 Epoch 13 Batch 1040/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.225, Loss: 1.019 Epoch 13 Batch 1041/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.961 Epoch 13 Batch 1042/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 0.941 Epoch 13 Batch 1043/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.225, Loss: 1.019 Epoch 13 Batch 1044/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.949 Epoch 13 Batch 1045/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.022 Epoch 13 Batch 1046/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 0.944 Epoch 13 Batch 1047/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.011 Epoch 13 Batch 1048/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.012 Epoch 13 Batch 1049/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.991 Epoch 13 Batch 1050/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 1.010 Epoch 13 Batch 1051/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 1.028 Epoch 13 Batch 1052/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.226, Loss: 0.937 Epoch 13 Batch 1053/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.226, Loss: 0.992 Epoch 13 Batch 1054/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.957 Epoch 13 Batch 1055/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 1.057 Epoch 13 Batch 1056/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.017 Epoch 13 Batch 1057/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.225, Loss: 1.035 Epoch 13 Batch 1058/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 1.027 Epoch 13 Batch 1059/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 0.969 Epoch 13 Batch 1060/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.915 Epoch 13 Batch 1061/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.005 Epoch 13 Batch 1062/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.978 Epoch 13 Batch 1063/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.041 Epoch 13 Batch 1064/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.225, Loss: 1.012 Epoch 13 Batch 1065/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.046 Epoch 13 Batch 1066/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 1.035 Epoch 13 Batch 1067/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 1.020 Epoch 13 Batch 1068/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 1.000 Epoch 13 Batch 1069/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 0.985 Epoch 13 Batch 1070/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.961 Epoch 13 Batch 1071/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.027 Epoch 13 Batch 1072/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.224, Loss: 1.022 Epoch 13 Batch 1073/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 1.076 Epoch 13 Batch 1074/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.992 Epoch 13 Batch 1075/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.225, Loss: 1.030 Epoch 14 Batch 0/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 1.006 Epoch 14 Batch 1/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.979 Epoch 14 Batch 2/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 1.031 Epoch 14 Batch 3/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 0.975 Epoch 14 Batch 4/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.942 Epoch 14 Batch 5/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.970 Epoch 14 Batch 6/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.029 Epoch 14 Batch 7/1077 - Train Accuracy: 0.138, Validation Accuracy: 0.225, Loss: 0.936 Epoch 14 Batch 8/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.967 Epoch 14 Batch 9/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.000 Epoch 14 Batch 10/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 0.955 Epoch 14 Batch 11/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.945 Epoch 14 Batch 12/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.047 Epoch 14 Batch 13/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.225, Loss: 1.014 Epoch 14 Batch 14/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 1.015 Epoch 14 Batch 15/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.007 Epoch 14 Batch 16/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.981 Epoch 14 Batch 17/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.983 Epoch 14 Batch 18/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.975 Epoch 14 Batch 19/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.952 Epoch 14 Batch 20/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.920 Epoch 14 Batch 21/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 1.002 Epoch 14 Batch 22/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.968 Epoch 14 Batch 23/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.958 Epoch 14 Batch 24/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.031 Epoch 14 Batch 25/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 1.036 Epoch 14 Batch 26/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 0.931 Epoch 14 Batch 27/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 1.016 Epoch 14 Batch 28/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.993 Epoch 14 Batch 29/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 1.015 Epoch 14 Batch 30/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.963 Epoch 14 Batch 31/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.976 Epoch 14 Batch 32/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.226, Loss: 1.060 Epoch 14 Batch 33/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.975 Epoch 14 Batch 34/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 1.036 Epoch 14 Batch 35/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 1.011 Epoch 14 Batch 36/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 1.067 Epoch 14 Batch 37/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.060 Epoch 14 Batch 38/1077 - Train Accuracy: 0.102, Validation Accuracy: 0.226, Loss: 1.031 Epoch 14 Batch 39/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 1.024 Epoch 14 Batch 40/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.999 Epoch 14 Batch 41/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.956 Epoch 14 Batch 42/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.956 Epoch 14 Batch 43/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.225, Loss: 0.953 Epoch 14 Batch 44/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 0.987 Epoch 14 Batch 45/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.953 Epoch 14 Batch 46/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 0.912 Epoch 14 Batch 47/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.961 Epoch 14 Batch 48/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.053 Epoch 14 Batch 49/1077 - Train Accuracy: 0.181, Validation Accuracy: 0.225, Loss: 0.988 Epoch 14 Batch 50/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.982 Epoch 14 Batch 51/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.982 Epoch 14 Batch 52/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.999 Epoch 14 Batch 53/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.225, Loss: 0.973 Epoch 14 Batch 54/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.138 Epoch 14 Batch 55/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 0.952 Epoch 14 Batch 56/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 0.926 Epoch 14 Batch 57/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.224, Loss: 0.961 Epoch 14 Batch 58/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 1.000 Epoch 14 Batch 59/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 1.029 Epoch 14 Batch 60/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.996 Epoch 14 Batch 61/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.943 Epoch 14 Batch 62/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.225, Loss: 1.012 Epoch 14 Batch 63/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.969 Epoch 14 Batch 64/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.014 Epoch 14 Batch 65/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.225, Loss: 0.993 Epoch 14 Batch 66/1077 - Train Accuracy: 0.180, Validation Accuracy: 0.225, Loss: 0.981 Epoch 14 Batch 67/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.970 Epoch 14 Batch 68/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.919 Epoch 14 Batch 69/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.002 Epoch 14 Batch 70/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 0.926 Epoch 14 Batch 71/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.963 Epoch 14 Batch 72/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.013 Epoch 14 Batch 73/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 1.020 Epoch 14 Batch 74/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 1.000 Epoch 14 Batch 75/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.018 Epoch 14 Batch 76/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.056 Epoch 14 Batch 77/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.953 Epoch 14 Batch 78/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.225, Loss: 0.992 Epoch 14 Batch 79/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.962 Epoch 14 Batch 80/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 1.007 Epoch 14 Batch 81/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.225, Loss: 1.030 Epoch 14 Batch 82/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.225, Loss: 1.044 Epoch 14 Batch 83/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.225, Loss: 1.028 Epoch 14 Batch 84/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.038 Epoch 14 Batch 85/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.977 Epoch 14 Batch 86/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.001 Epoch 14 Batch 87/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.944 Epoch 14 Batch 88/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 1.013 Epoch 14 Batch 89/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.972 Epoch 14 Batch 90/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 0.976 Epoch 14 Batch 91/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.224, Loss: 0.965 Epoch 14 Batch 92/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.224, Loss: 0.978 Epoch 14 Batch 93/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 0.994 Epoch 14 Batch 94/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.958 Epoch 14 Batch 95/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 1.020 Epoch 14 Batch 96/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.999 Epoch 14 Batch 97/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.002 Epoch 14 Batch 98/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 1.010 Epoch 14 Batch 99/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.939 Epoch 14 Batch 100/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.011 Epoch 14 Batch 101/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.040 Epoch 14 Batch 102/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.983 Epoch 14 Batch 103/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.225, Loss: 1.001 Epoch 14 Batch 104/1077 - Train Accuracy: 0.096, Validation Accuracy: 0.225, Loss: 1.006 Epoch 14 Batch 105/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.964 Epoch 14 Batch 106/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.225, Loss: 0.986 Epoch 14 Batch 107/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.225, Loss: 1.005 Epoch 14 Batch 108/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.225, Loss: 0.989 Epoch 14 Batch 109/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.040 Epoch 14 Batch 110/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.225, Loss: 0.898 Epoch 14 Batch 111/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.988 Epoch 14 Batch 112/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.965 Epoch 14 Batch 113/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.022 Epoch 14 Batch 114/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 1.022 Epoch 14 Batch 115/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.957 Epoch 14 Batch 116/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.225, Loss: 1.081 Epoch 14 Batch 117/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.046 Epoch 14 Batch 118/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.225, Loss: 1.039 Epoch 14 Batch 119/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.928 Epoch 14 Batch 120/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.999 Epoch 14 Batch 121/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.945 Epoch 14 Batch 122/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.975 Epoch 14 Batch 123/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.923 Epoch 14 Batch 124/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.966 Epoch 14 Batch 125/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.995 Epoch 14 Batch 126/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.950 Epoch 14 Batch 127/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 1.024 Epoch 14 Batch 128/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.226, Loss: 0.994 Epoch 14 Batch 129/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.013 Epoch 14 Batch 130/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.225, Loss: 0.948 Epoch 14 Batch 131/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.981 Epoch 14 Batch 132/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.998 Epoch 14 Batch 133/1077 - Train Accuracy: 0.101, Validation Accuracy: 0.225, Loss: 0.962 Epoch 14 Batch 134/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.956 Epoch 14 Batch 135/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 0.961 Epoch 14 Batch 136/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.947 Epoch 14 Batch 137/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 1.017 Epoch 14 Batch 138/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 1.062 Epoch 14 Batch 139/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.922 Epoch 14 Batch 140/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.225, Loss: 1.034 Epoch 14 Batch 141/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.033 Epoch 14 Batch 142/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 1.036 Epoch 14 Batch 143/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.932 Epoch 14 Batch 144/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.225, Loss: 1.043 Epoch 14 Batch 145/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 1.029 Epoch 14 Batch 146/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.975 Epoch 14 Batch 147/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.980 Epoch 14 Batch 148/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 0.983 Epoch 14 Batch 149/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 1.020 Epoch 14 Batch 150/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.226, Loss: 0.933 Epoch 14 Batch 151/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.226, Loss: 0.924 Epoch 14 Batch 152/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.226, Loss: 0.970 Epoch 14 Batch 153/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.075 Epoch 14 Batch 154/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 0.991 Epoch 14 Batch 155/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.946 Epoch 14 Batch 156/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 1.039 Epoch 14 Batch 157/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.035 Epoch 14 Batch 158/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 0.966 Epoch 14 Batch 159/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.226, Loss: 1.008 Epoch 14 Batch 160/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.960 Epoch 14 Batch 161/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.934 Epoch 14 Batch 162/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.991 Epoch 14 Batch 163/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.225, Loss: 0.992 Epoch 14 Batch 164/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.917 Epoch 14 Batch 165/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 1.055 Epoch 14 Batch 166/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.225, Loss: 1.039 Epoch 14 Batch 167/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.957 Epoch 14 Batch 168/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 0.985 Epoch 14 Batch 169/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.998 Epoch 14 Batch 170/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.225, Loss: 1.009 Epoch 14 Batch 171/1077 - Train Accuracy: 0.222, Validation Accuracy: 0.225, Loss: 0.979 Epoch 14 Batch 172/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.225, Loss: 0.935 Epoch 14 Batch 173/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.226, Loss: 0.976 Epoch 14 Batch 174/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.963 Epoch 14 Batch 175/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.930 Epoch 14 Batch 176/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 1.020 Epoch 14 Batch 177/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.226, Loss: 0.974 Epoch 14 Batch 178/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.981 Epoch 14 Batch 179/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.227, Loss: 0.964 Epoch 14 Batch 180/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.996 Epoch 14 Batch 181/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.968 Epoch 14 Batch 182/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 1.028 Epoch 14 Batch 183/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.985 Epoch 14 Batch 184/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.969 Epoch 14 Batch 185/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.953 Epoch 14 Batch 186/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.226, Loss: 0.977 Epoch 14 Batch 187/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 1.004 Epoch 14 Batch 188/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.226, Loss: 0.942 Epoch 14 Batch 189/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.008 Epoch 14 Batch 190/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.959 Epoch 14 Batch 191/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.226, Loss: 0.972 Epoch 14 Batch 192/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 1.008 Epoch 14 Batch 193/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 0.990 Epoch 14 Batch 194/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.983 Epoch 14 Batch 195/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.900 Epoch 14 Batch 196/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 1.017 Epoch 14 Batch 197/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.950 Epoch 14 Batch 198/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.934 Epoch 14 Batch 199/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.965 Epoch 14 Batch 200/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.227, Loss: 1.037 Epoch 14 Batch 201/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.982 Epoch 14 Batch 202/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.985 Epoch 14 Batch 203/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 1.068 Epoch 14 Batch 204/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.983 Epoch 14 Batch 205/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.013 Epoch 14 Batch 206/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.978 Epoch 14 Batch 207/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.971 Epoch 14 Batch 208/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 1.046 Epoch 14 Batch 209/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 1.011 Epoch 14 Batch 210/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.225, Loss: 0.992 Epoch 14 Batch 211/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.974 Epoch 14 Batch 212/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 1.017 Epoch 14 Batch 213/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.913 Epoch 14 Batch 214/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.951 Epoch 14 Batch 215/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.039 Epoch 14 Batch 216/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.985 Epoch 14 Batch 217/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.872 Epoch 14 Batch 218/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 1.090 Epoch 14 Batch 219/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.225, Loss: 0.958 Epoch 14 Batch 220/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.224, Loss: 0.977 Epoch 14 Batch 221/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.224, Loss: 1.016 Epoch 14 Batch 222/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.225, Loss: 0.985 Epoch 14 Batch 223/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.962 Epoch 14 Batch 224/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.027 Epoch 14 Batch 225/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.987 Epoch 14 Batch 226/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.961 Epoch 14 Batch 227/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.225, Loss: 1.010 Epoch 14 Batch 228/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.041 Epoch 14 Batch 229/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.966 Epoch 14 Batch 230/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 1.019 Epoch 14 Batch 231/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 1.031 Epoch 14 Batch 232/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.226, Loss: 1.014 Epoch 14 Batch 233/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.026 Epoch 14 Batch 234/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.226, Loss: 0.976 Epoch 14 Batch 235/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.226, Loss: 0.971 Epoch 14 Batch 236/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 1.008 Epoch 14 Batch 237/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.226, Loss: 0.936 Epoch 14 Batch 238/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.226, Loss: 0.976 Epoch 14 Batch 239/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.226, Loss: 0.924 Epoch 14 Batch 240/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 0.997 Epoch 14 Batch 241/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.950 Epoch 14 Batch 242/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.913 Epoch 14 Batch 243/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.227, Loss: 0.943 Epoch 14 Batch 244/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.226, Loss: 1.016 Epoch 14 Batch 245/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.982 Epoch 14 Batch 246/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.923 Epoch 14 Batch 247/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 1.003 Epoch 14 Batch 248/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.956 Epoch 14 Batch 249/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.935 Epoch 14 Batch 250/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.225, Loss: 1.026 Epoch 14 Batch 251/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 1.019 Epoch 14 Batch 252/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.037 Epoch 14 Batch 253/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.225, Loss: 0.981 Epoch 14 Batch 254/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.966 Epoch 14 Batch 255/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.966 Epoch 14 Batch 256/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.956 Epoch 14 Batch 257/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 0.982 Epoch 14 Batch 258/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 1.003 Epoch 14 Batch 259/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.000 Epoch 14 Batch 260/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.954 Epoch 14 Batch 261/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.950 Epoch 14 Batch 262/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.990 Epoch 14 Batch 263/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.225, Loss: 0.976 Epoch 14 Batch 264/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.936 Epoch 14 Batch 265/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.987 Epoch 14 Batch 266/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.951 Epoch 14 Batch 267/1077 - Train Accuracy: 0.222, Validation Accuracy: 0.225, Loss: 1.029 Epoch 14 Batch 268/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.014 Epoch 14 Batch 269/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 1.035 Epoch 14 Batch 270/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.013 Epoch 14 Batch 271/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.072 Epoch 14 Batch 272/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 1.011 Epoch 14 Batch 273/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 1.028 Epoch 14 Batch 274/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 0.967 Epoch 14 Batch 275/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.967 Epoch 14 Batch 276/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.224, Loss: 1.029 Epoch 14 Batch 277/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.224, Loss: 0.985 Epoch 14 Batch 278/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 1.013 Epoch 14 Batch 279/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.224, Loss: 0.953 Epoch 14 Batch 280/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 0.983 Epoch 14 Batch 281/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.968 Epoch 14 Batch 282/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.986 Epoch 14 Batch 283/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.977 Epoch 14 Batch 284/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 0.973 Epoch 14 Batch 285/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.224, Loss: 1.000 Epoch 14 Batch 286/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.224, Loss: 1.010 Epoch 14 Batch 287/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.224, Loss: 0.965 Epoch 14 Batch 288/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 1.004 Epoch 14 Batch 289/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.224, Loss: 0.991 Epoch 14 Batch 290/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.023 Epoch 14 Batch 291/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 1.010 Epoch 14 Batch 292/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 1.001 Epoch 14 Batch 293/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 1.012 Epoch 14 Batch 294/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.225, Loss: 0.996 Epoch 14 Batch 295/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.225, Loss: 1.009 Epoch 14 Batch 296/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.224, Loss: 0.994 Epoch 14 Batch 297/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.957 Epoch 14 Batch 298/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 1.039 Epoch 14 Batch 299/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.224, Loss: 1.051 Epoch 14 Batch 300/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.224, Loss: 1.013 Epoch 14 Batch 301/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.971 Epoch 14 Batch 302/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.004 Epoch 14 Batch 303/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.224, Loss: 0.985 Epoch 14 Batch 304/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 1.026 Epoch 14 Batch 305/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.022 Epoch 14 Batch 306/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.225, Loss: 1.008 Epoch 14 Batch 307/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 1.053 Epoch 14 Batch 308/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.980 Epoch 14 Batch 309/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.962 Epoch 14 Batch 310/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 1.034 Epoch 14 Batch 311/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.225, Loss: 0.957 Epoch 14 Batch 312/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.971 Epoch 14 Batch 313/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.981 Epoch 14 Batch 314/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.967 Epoch 14 Batch 315/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.224, Loss: 0.948 Epoch 14 Batch 316/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.224, Loss: 0.968 Epoch 14 Batch 317/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 0.990 Epoch 14 Batch 318/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.972 Epoch 14 Batch 319/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 1.098 Epoch 14 Batch 320/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.012 Epoch 14 Batch 321/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.933 Epoch 14 Batch 322/1077 - Train Accuracy: 0.179, Validation Accuracy: 0.225, Loss: 1.035 Epoch 14 Batch 323/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.999 Epoch 14 Batch 324/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.961 Epoch 14 Batch 325/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.970 Epoch 14 Batch 326/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.985 Epoch 14 Batch 327/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.037 Epoch 14 Batch 328/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.997 Epoch 14 Batch 329/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.973 Epoch 14 Batch 330/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.980 Epoch 14 Batch 331/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 0.991 Epoch 14 Batch 332/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.959 Epoch 14 Batch 333/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.225, Loss: 0.929 Epoch 14 Batch 334/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 1.015 Epoch 14 Batch 335/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.224, Loss: 0.940 Epoch 14 Batch 336/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.978 Epoch 14 Batch 337/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 1.068 Epoch 14 Batch 338/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 0.991 Epoch 14 Batch 339/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 1.012 Epoch 14 Batch 340/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.225, Loss: 0.966 Epoch 14 Batch 341/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 1.014 Epoch 14 Batch 342/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.225, Loss: 0.982 Epoch 14 Batch 343/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.964 Epoch 14 Batch 344/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.994 Epoch 14 Batch 345/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 1.022 Epoch 14 Batch 346/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.992 Epoch 14 Batch 347/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.972 Epoch 14 Batch 348/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 1.004 Epoch 14 Batch 349/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.966 Epoch 14 Batch 350/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.005 Epoch 14 Batch 351/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 0.929 Epoch 14 Batch 352/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.977 Epoch 14 Batch 353/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 0.982 Epoch 14 Batch 354/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.978 Epoch 14 Batch 355/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 1.008 Epoch 14 Batch 356/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.025 Epoch 14 Batch 357/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.225, Loss: 0.986 Epoch 14 Batch 358/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.226, Loss: 1.021 Epoch 14 Batch 359/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.043 Epoch 14 Batch 360/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.985 Epoch 14 Batch 361/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.226, Loss: 0.984 Epoch 14 Batch 362/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.225, Loss: 0.919 Epoch 14 Batch 363/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.050 Epoch 14 Batch 364/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.024 Epoch 14 Batch 365/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 1.005 Epoch 14 Batch 366/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.890 Epoch 14 Batch 367/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.225, Loss: 0.962 Epoch 14 Batch 368/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.994 Epoch 14 Batch 369/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.955 Epoch 14 Batch 370/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.976 Epoch 14 Batch 371/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.006 Epoch 14 Batch 372/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.019 Epoch 14 Batch 373/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 0.949 Epoch 14 Batch 374/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.975 Epoch 14 Batch 375/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.226, Loss: 0.931 Epoch 14 Batch 376/1077 - Train Accuracy: 0.222, Validation Accuracy: 0.225, Loss: 0.995 Epoch 14 Batch 377/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 1.016 Epoch 14 Batch 378/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.962 Epoch 14 Batch 379/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 1.044 Epoch 14 Batch 380/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.991 Epoch 14 Batch 381/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 1.069 Epoch 14 Batch 382/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 1.004 Epoch 14 Batch 383/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.225, Loss: 0.935 Epoch 14 Batch 384/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.225, Loss: 0.976 Epoch 14 Batch 385/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.973 Epoch 14 Batch 386/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.953 Epoch 14 Batch 387/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.998 Epoch 14 Batch 388/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.225, Loss: 1.007 Epoch 14 Batch 389/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.987 Epoch 14 Batch 390/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.955 Epoch 14 Batch 391/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.225, Loss: 1.013 Epoch 14 Batch 392/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.965 Epoch 14 Batch 393/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.995 Epoch 14 Batch 394/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.985 Epoch 14 Batch 395/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 0.967 Epoch 14 Batch 396/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.028 Epoch 14 Batch 397/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.967 Epoch 14 Batch 398/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 0.934 Epoch 14 Batch 399/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.225, Loss: 1.006 Epoch 14 Batch 400/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.967 Epoch 14 Batch 401/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.959 Epoch 14 Batch 402/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.941 Epoch 14 Batch 403/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.975 Epoch 14 Batch 404/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.929 Epoch 14 Batch 405/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 0.990 Epoch 14 Batch 406/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.225, Loss: 1.003 Epoch 14 Batch 407/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.054 Epoch 14 Batch 408/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.075 Epoch 14 Batch 409/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.982 Epoch 14 Batch 410/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 1.027 Epoch 14 Batch 411/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 1.003 Epoch 14 Batch 412/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.985 Epoch 14 Batch 413/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.013 Epoch 14 Batch 414/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.224, Loss: 1.021 Epoch 14 Batch 415/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.224, Loss: 1.019 Epoch 14 Batch 416/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 0.895 Epoch 14 Batch 417/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 0.991 Epoch 14 Batch 418/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.978 Epoch 14 Batch 419/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.224, Loss: 1.036 Epoch 14 Batch 420/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 0.997 Epoch 14 Batch 421/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 0.989 Epoch 14 Batch 422/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.224, Loss: 0.963 Epoch 14 Batch 423/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.973 Epoch 14 Batch 424/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.050 Epoch 14 Batch 425/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.937 Epoch 14 Batch 426/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.025 Epoch 14 Batch 427/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.225, Loss: 0.962 Epoch 14 Batch 428/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.225, Loss: 0.954 Epoch 14 Batch 429/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.951 Epoch 14 Batch 430/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.998 Epoch 14 Batch 431/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.000 Epoch 14 Batch 432/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 1.021 Epoch 14 Batch 433/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.051 Epoch 14 Batch 434/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.969 Epoch 14 Batch 435/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 1.018 Epoch 14 Batch 436/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.226, Loss: 0.987 Epoch 14 Batch 437/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.929 Epoch 14 Batch 438/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.990 Epoch 14 Batch 439/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.964 Epoch 14 Batch 440/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 1.005 Epoch 14 Batch 441/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.225, Loss: 0.988 Epoch 14 Batch 442/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.928 Epoch 14 Batch 443/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.224, Loss: 0.963 Epoch 14 Batch 444/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 0.938 Epoch 14 Batch 445/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.224, Loss: 0.903 Epoch 14 Batch 446/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.224, Loss: 0.984 Epoch 14 Batch 447/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.224, Loss: 1.022 Epoch 14 Batch 448/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 1.058 Epoch 14 Batch 449/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.993 Epoch 14 Batch 450/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.954 Epoch 14 Batch 451/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.224, Loss: 0.911 Epoch 14 Batch 452/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 1.010 Epoch 14 Batch 453/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.224, Loss: 0.985 Epoch 14 Batch 454/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.037 Epoch 14 Batch 455/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.225, Loss: 1.004 Epoch 14 Batch 456/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 1.001 Epoch 14 Batch 457/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.999 Epoch 14 Batch 458/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.225, Loss: 1.049 Epoch 14 Batch 459/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.949 Epoch 14 Batch 460/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 1.011 Epoch 14 Batch 461/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 0.989 Epoch 14 Batch 462/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 1.017 Epoch 14 Batch 463/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 1.006 Epoch 14 Batch 464/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.225, Loss: 1.005 Epoch 14 Batch 465/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.224, Loss: 1.048 Epoch 14 Batch 466/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.972 Epoch 14 Batch 467/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.224, Loss: 0.992 Epoch 14 Batch 468/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.224, Loss: 0.982 Epoch 14 Batch 469/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.960 Epoch 14 Batch 470/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.224, Loss: 1.070 Epoch 14 Batch 471/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.029 Epoch 14 Batch 472/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.225, Loss: 0.951 Epoch 14 Batch 473/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.994 Epoch 14 Batch 474/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.989 Epoch 14 Batch 475/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.224, Loss: 0.985 Epoch 14 Batch 476/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.224, Loss: 0.991 Epoch 14 Batch 477/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.224, Loss: 0.913 Epoch 14 Batch 478/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.224, Loss: 1.004 Epoch 14 Batch 479/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 1.024 Epoch 14 Batch 480/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.224, Loss: 0.963 Epoch 14 Batch 481/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 1.006 Epoch 14 Batch 482/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.224, Loss: 0.953 Epoch 14 Batch 483/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.971 Epoch 14 Batch 484/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 1.001 Epoch 14 Batch 485/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.989 Epoch 14 Batch 486/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.224, Loss: 1.012 Epoch 14 Batch 487/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.224, Loss: 0.983 Epoch 14 Batch 488/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.224, Loss: 0.993 Epoch 14 Batch 489/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.224, Loss: 0.951 Epoch 14 Batch 490/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.957 Epoch 14 Batch 491/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 1.052 Epoch 14 Batch 492/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 1.016 Epoch 14 Batch 493/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.224, Loss: 0.914 Epoch 14 Batch 494/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 0.970 Epoch 14 Batch 495/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 0.986 Epoch 14 Batch 496/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 1.006 Epoch 14 Batch 497/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.224, Loss: 1.013 Epoch 14 Batch 498/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.994 Epoch 14 Batch 499/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.224, Loss: 1.002 Epoch 14 Batch 500/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.965 Epoch 14 Batch 501/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.957 Epoch 14 Batch 502/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.992 Epoch 14 Batch 503/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.922 Epoch 14 Batch 504/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.982 Epoch 14 Batch 505/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 0.964 Epoch 14 Batch 506/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 1.012 Epoch 14 Batch 507/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 0.945 Epoch 14 Batch 508/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.224, Loss: 0.942 Epoch 14 Batch 509/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 1.052 Epoch 14 Batch 510/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.987 Epoch 14 Batch 511/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.225, Loss: 1.056 Epoch 14 Batch 512/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.959 Epoch 14 Batch 513/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.978 Epoch 14 Batch 514/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.018 Epoch 14 Batch 515/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.035 Epoch 14 Batch 516/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.224, Loss: 1.038 Epoch 14 Batch 517/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.224, Loss: 1.058 Epoch 14 Batch 518/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.855 Epoch 14 Batch 519/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 0.983 Epoch 14 Batch 520/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.224, Loss: 0.898 Epoch 14 Batch 521/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.224, Loss: 0.963 Epoch 14 Batch 522/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 0.975 Epoch 14 Batch 523/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 0.927 Epoch 14 Batch 524/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 1.004 Epoch 14 Batch 525/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 1.001 Epoch 14 Batch 526/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 0.981 Epoch 14 Batch 527/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 0.976 Epoch 14 Batch 528/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.993 Epoch 14 Batch 529/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.053 Epoch 14 Batch 530/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.995 Epoch 14 Batch 531/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.000 Epoch 14 Batch 532/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.224, Loss: 1.010 Epoch 14 Batch 533/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 1.037 Epoch 14 Batch 534/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.224, Loss: 1.015 Epoch 14 Batch 535/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 1.001 Epoch 14 Batch 536/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.224, Loss: 0.963 Epoch 14 Batch 537/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.961 Epoch 14 Batch 538/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.224, Loss: 0.921 Epoch 14 Batch 539/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 1.029 Epoch 14 Batch 540/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 0.961 Epoch 14 Batch 541/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 0.993 Epoch 14 Batch 542/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 1.007 Epoch 14 Batch 543/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.224, Loss: 0.963 Epoch 14 Batch 544/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.960 Epoch 14 Batch 545/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 0.980 Epoch 14 Batch 546/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.224, Loss: 0.983 Epoch 14 Batch 547/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.224, Loss: 0.968 Epoch 14 Batch 548/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 1.024 Epoch 14 Batch 549/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 1.057 Epoch 14 Batch 550/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 0.985 Epoch 14 Batch 551/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 1.007 Epoch 14 Batch 552/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 1.021 Epoch 14 Batch 553/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 0.981 Epoch 14 Batch 554/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.224, Loss: 1.022 Epoch 14 Batch 555/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 0.973 Epoch 14 Batch 556/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.224, Loss: 0.988 Epoch 14 Batch 557/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 1.037 Epoch 14 Batch 558/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.956 Epoch 14 Batch 559/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.992 Epoch 14 Batch 560/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.991 Epoch 14 Batch 561/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.224, Loss: 1.009 Epoch 14 Batch 562/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.941 Epoch 14 Batch 563/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.022 Epoch 14 Batch 564/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 0.987 Epoch 14 Batch 565/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.989 Epoch 14 Batch 566/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.957 Epoch 14 Batch 567/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.941 Epoch 14 Batch 568/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.977 Epoch 14 Batch 569/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 1.044 Epoch 14 Batch 570/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.224, Loss: 0.952 Epoch 14 Batch 571/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.224, Loss: 0.990 Epoch 14 Batch 572/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.224, Loss: 0.921 Epoch 14 Batch 573/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 1.019 Epoch 14 Batch 574/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.224, Loss: 0.968 Epoch 14 Batch 575/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.224, Loss: 1.039 Epoch 14 Batch 576/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.224, Loss: 0.936 Epoch 14 Batch 577/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.224, Loss: 1.028 Epoch 14 Batch 578/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.224, Loss: 0.986 Epoch 14 Batch 579/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 0.956 Epoch 14 Batch 580/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.224, Loss: 0.993 Epoch 14 Batch 581/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.991 Epoch 14 Batch 582/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.950 Epoch 14 Batch 583/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.224, Loss: 1.031 Epoch 14 Batch 584/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.224, Loss: 0.951 Epoch 14 Batch 585/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.224, Loss: 0.985 Epoch 14 Batch 586/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.225, Loss: 0.994 Epoch 14 Batch 587/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.224, Loss: 0.974 Epoch 14 Batch 588/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 0.884 Epoch 14 Batch 589/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.224, Loss: 1.044 Epoch 14 Batch 590/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.224, Loss: 1.027 Epoch 14 Batch 591/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.224, Loss: 0.954 Epoch 14 Batch 592/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.224, Loss: 1.034 Epoch 14 Batch 593/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.224, Loss: 1.018 Epoch 14 Batch 594/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 1.005 Epoch 14 Batch 595/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.008 Epoch 14 Batch 596/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.988 Epoch 14 Batch 597/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.225, Loss: 0.999 Epoch 14 Batch 598/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.968 Epoch 14 Batch 599/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.000 Epoch 14 Batch 600/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.225, Loss: 1.020 Epoch 14 Batch 601/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.225, Loss: 0.970 Epoch 14 Batch 602/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.957 Epoch 14 Batch 603/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 1.011 Epoch 14 Batch 604/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.945 Epoch 14 Batch 605/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.224, Loss: 0.988 Epoch 14 Batch 606/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.224, Loss: 1.007 Epoch 14 Batch 607/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.225, Loss: 0.937 Epoch 14 Batch 608/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.025 Epoch 14 Batch 609/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 1.015 Epoch 14 Batch 610/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.224, Loss: 0.959 Epoch 14 Batch 611/1077 - Train Accuracy: 0.140, Validation Accuracy: 0.224, Loss: 1.035 Epoch 14 Batch 612/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.224, Loss: 0.995 Epoch 14 Batch 613/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.224, Loss: 0.986 Epoch 14 Batch 614/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.224, Loss: 0.977 Epoch 14 Batch 615/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.224, Loss: 0.966 Epoch 14 Batch 616/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.224, Loss: 0.951 Epoch 14 Batch 617/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.224, Loss: 1.011 Epoch 14 Batch 618/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 1.034 Epoch 14 Batch 619/1077 - Train Accuracy: 0.103, Validation Accuracy: 0.224, Loss: 0.937 Epoch 14 Batch 620/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 0.928 Epoch 14 Batch 621/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.986 Epoch 14 Batch 622/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.224, Loss: 0.962 Epoch 14 Batch 623/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.968 Epoch 14 Batch 624/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.224, Loss: 0.996 Epoch 14 Batch 625/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.224, Loss: 0.993 Epoch 14 Batch 626/1077 - Train Accuracy: 0.220, Validation Accuracy: 0.224, Loss: 0.996 Epoch 14 Batch 627/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.966 Epoch 14 Batch 628/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 0.881 Epoch 14 Batch 629/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.224, Loss: 1.014 Epoch 14 Batch 630/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 1.008 Epoch 14 Batch 631/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.224, Loss: 1.028 Epoch 14 Batch 632/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.946 Epoch 14 Batch 633/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 1.001 Epoch 14 Batch 634/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.224, Loss: 0.922 Epoch 14 Batch 635/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.224, Loss: 1.051 Epoch 14 Batch 636/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.224, Loss: 0.961 Epoch 14 Batch 637/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 1.007 Epoch 14 Batch 638/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.224, Loss: 1.002 Epoch 14 Batch 639/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 1.005 Epoch 14 Batch 640/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.224, Loss: 1.004 Epoch 14 Batch 641/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 1.006 Epoch 14 Batch 642/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.224, Loss: 0.995 Epoch 14 Batch 643/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.224, Loss: 1.030 Epoch 14 Batch 644/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 0.982 Epoch 14 Batch 645/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.224, Loss: 0.898 Epoch 14 Batch 646/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.225, Loss: 1.014 Epoch 14 Batch 647/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.016 Epoch 14 Batch 648/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.972 Epoch 14 Batch 649/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.910 Epoch 14 Batch 650/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.956 Epoch 14 Batch 651/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.986 Epoch 14 Batch 652/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.225, Loss: 0.997 Epoch 14 Batch 653/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.985 Epoch 14 Batch 654/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.005 Epoch 14 Batch 655/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.964 Epoch 14 Batch 656/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.944 Epoch 14 Batch 657/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 0.936 Epoch 14 Batch 658/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.916 Epoch 14 Batch 659/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 1.084 Epoch 14 Batch 660/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.986 Epoch 14 Batch 661/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.970 Epoch 14 Batch 662/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.992 Epoch 14 Batch 663/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.948 Epoch 14 Batch 664/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.968 Epoch 14 Batch 665/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.939 Epoch 14 Batch 666/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.225, Loss: 1.024 Epoch 14 Batch 667/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.225, Loss: 1.049 Epoch 14 Batch 668/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 1.035 Epoch 14 Batch 669/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.961 Epoch 14 Batch 670/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.225, Loss: 0.942 Epoch 14 Batch 671/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.225, Loss: 0.928 Epoch 14 Batch 672/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 1.015 Epoch 14 Batch 673/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.899 Epoch 14 Batch 674/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.936 Epoch 14 Batch 675/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 1.026 Epoch 14 Batch 676/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 0.926 Epoch 14 Batch 677/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 1.034 Epoch 14 Batch 678/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.954 Epoch 14 Batch 679/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 1.021 Epoch 14 Batch 680/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.974 Epoch 14 Batch 681/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.225, Loss: 1.005 Epoch 14 Batch 682/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.225, Loss: 0.917 Epoch 14 Batch 683/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.981 Epoch 14 Batch 684/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.007 Epoch 14 Batch 685/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 1.000 Epoch 14 Batch 686/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.225, Loss: 0.988 Epoch 14 Batch 687/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.987 Epoch 14 Batch 688/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.998 Epoch 14 Batch 689/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.029 Epoch 14 Batch 690/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.922 Epoch 14 Batch 691/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 0.981 Epoch 14 Batch 692/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.915 Epoch 14 Batch 693/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.225, Loss: 1.030 Epoch 14 Batch 694/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 1.008 Epoch 14 Batch 695/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.928 Epoch 14 Batch 696/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 0.943 Epoch 14 Batch 697/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.901 Epoch 14 Batch 698/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.921 Epoch 14 Batch 699/1077 - Train Accuracy: 0.102, Validation Accuracy: 0.225, Loss: 0.945 Epoch 14 Batch 700/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.943 Epoch 14 Batch 701/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.979 Epoch 14 Batch 702/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.993 Epoch 14 Batch 703/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.978 Epoch 14 Batch 704/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.997 Epoch 14 Batch 705/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.225, Loss: 0.986 Epoch 14 Batch 706/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.963 Epoch 14 Batch 707/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.948 Epoch 14 Batch 708/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 1.010 Epoch 14 Batch 709/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.915 Epoch 14 Batch 710/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.942 Epoch 14 Batch 711/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.003 Epoch 14 Batch 712/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.981 Epoch 14 Batch 713/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.225, Loss: 0.994 Epoch 14 Batch 714/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.225, Loss: 0.982 Epoch 14 Batch 715/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.986 Epoch 14 Batch 716/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 1.023 Epoch 14 Batch 717/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 0.976 Epoch 14 Batch 718/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.980 Epoch 14 Batch 719/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 1.029 Epoch 14 Batch 720/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 1.037 Epoch 14 Batch 721/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 1.014 Epoch 14 Batch 722/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.966 Epoch 14 Batch 723/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.963 Epoch 14 Batch 724/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.225, Loss: 0.983 Epoch 14 Batch 725/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.225, Loss: 0.949 Epoch 14 Batch 726/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.915 Epoch 14 Batch 727/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.002 Epoch 14 Batch 728/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.992 Epoch 14 Batch 729/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.949 Epoch 14 Batch 730/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 1.039 Epoch 14 Batch 731/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 1.043 Epoch 14 Batch 732/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.225, Loss: 0.967 Epoch 14 Batch 733/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.995 Epoch 14 Batch 734/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 0.997 Epoch 14 Batch 735/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 1.029 Epoch 14 Batch 736/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.226, Loss: 1.004 Epoch 14 Batch 737/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.974 Epoch 14 Batch 738/1077 - Train Accuracy: 0.286, Validation Accuracy: 0.227, Loss: 0.964 Epoch 14 Batch 739/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.021 Epoch 14 Batch 740/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.964 Epoch 14 Batch 741/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.946 Epoch 14 Batch 742/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.969 Epoch 14 Batch 743/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.956 Epoch 14 Batch 744/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.225, Loss: 0.947 Epoch 14 Batch 745/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.957 Epoch 14 Batch 746/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.919 Epoch 14 Batch 747/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.958 Epoch 14 Batch 748/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.970 Epoch 14 Batch 749/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 1.020 Epoch 14 Batch 750/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.023 Epoch 14 Batch 751/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.926 Epoch 14 Batch 752/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.945 Epoch 14 Batch 753/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.989 Epoch 14 Batch 754/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.047 Epoch 14 Batch 755/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.988 Epoch 14 Batch 756/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.962 Epoch 14 Batch 757/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 1.059 Epoch 14 Batch 758/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.969 Epoch 14 Batch 759/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.947 Epoch 14 Batch 760/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.978 Epoch 14 Batch 761/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.225, Loss: 0.998 Epoch 14 Batch 762/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.963 Epoch 14 Batch 763/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.948 Epoch 14 Batch 764/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.224, Loss: 0.969 Epoch 14 Batch 765/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.974 Epoch 14 Batch 766/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 1.022 Epoch 14 Batch 767/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 1.003 Epoch 14 Batch 768/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 0.946 Epoch 14 Batch 769/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 0.952 Epoch 14 Batch 770/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.224, Loss: 1.001 Epoch 14 Batch 771/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.224, Loss: 0.989 Epoch 14 Batch 772/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.224, Loss: 0.949 Epoch 14 Batch 773/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.224, Loss: 0.976 Epoch 14 Batch 774/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 1.029 Epoch 14 Batch 775/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.958 Epoch 14 Batch 776/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.941 Epoch 14 Batch 777/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 1.012 Epoch 14 Batch 778/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.224, Loss: 1.006 Epoch 14 Batch 779/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 0.949 Epoch 14 Batch 780/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.224, Loss: 1.004 Epoch 14 Batch 781/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.224, Loss: 0.927 Epoch 14 Batch 782/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.224, Loss: 0.962 Epoch 14 Batch 783/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.224, Loss: 0.966 Epoch 14 Batch 784/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.947 Epoch 14 Batch 785/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.965 Epoch 14 Batch 786/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.994 Epoch 14 Batch 787/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 0.969 Epoch 14 Batch 788/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.008 Epoch 14 Batch 789/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 0.925 Epoch 14 Batch 790/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.225, Loss: 1.009 Epoch 14 Batch 791/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.982 Epoch 14 Batch 792/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.954 Epoch 14 Batch 793/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.937 Epoch 14 Batch 794/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.989 Epoch 14 Batch 795/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.981 Epoch 14 Batch 796/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.000 Epoch 14 Batch 797/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.998 Epoch 14 Batch 798/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.964 Epoch 14 Batch 799/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.994 Epoch 14 Batch 800/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.984 Epoch 14 Batch 801/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.952 Epoch 14 Batch 802/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.950 Epoch 14 Batch 803/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.982 Epoch 14 Batch 804/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.224, Loss: 0.974 Epoch 14 Batch 805/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.224, Loss: 0.921 Epoch 14 Batch 806/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.224, Loss: 0.936 Epoch 14 Batch 807/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.937 Epoch 14 Batch 808/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.034 Epoch 14 Batch 809/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 1.008 Epoch 14 Batch 810/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.962 Epoch 14 Batch 811/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.932 Epoch 14 Batch 812/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 1.010 Epoch 14 Batch 813/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.225, Loss: 1.029 Epoch 14 Batch 814/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.982 Epoch 14 Batch 815/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.225, Loss: 0.992 Epoch 14 Batch 816/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.225, Loss: 0.930 Epoch 14 Batch 817/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 1.008 Epoch 14 Batch 818/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.890 Epoch 14 Batch 819/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 1.016 Epoch 14 Batch 820/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.974 Epoch 14 Batch 821/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.224, Loss: 0.961 Epoch 14 Batch 822/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.952 Epoch 14 Batch 823/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.043 Epoch 14 Batch 824/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 1.012 Epoch 14 Batch 825/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.929 Epoch 14 Batch 826/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 1.032 Epoch 14 Batch 827/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.226, Loss: 0.968 Epoch 14 Batch 828/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.018 Epoch 14 Batch 829/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.225, Loss: 1.015 Epoch 14 Batch 830/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.987 Epoch 14 Batch 831/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.225, Loss: 0.940 Epoch 14 Batch 832/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.977 Epoch 14 Batch 833/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 1.006 Epoch 14 Batch 834/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.225, Loss: 0.949 Epoch 14 Batch 835/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.006 Epoch 14 Batch 836/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 0.889 Epoch 14 Batch 837/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 1.013 Epoch 14 Batch 838/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.974 Epoch 14 Batch 839/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 1.000 Epoch 14 Batch 840/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.976 Epoch 14 Batch 841/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 1.028 Epoch 14 Batch 842/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.959 Epoch 14 Batch 843/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.226, Loss: 0.928 Epoch 14 Batch 844/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.226, Loss: 0.927 Epoch 14 Batch 845/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.938 Epoch 14 Batch 846/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.226, Loss: 1.012 Epoch 14 Batch 847/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.971 Epoch 14 Batch 848/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.041 Epoch 14 Batch 849/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 1.012 Epoch 14 Batch 850/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.226, Loss: 0.999 Epoch 14 Batch 851/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.938 Epoch 14 Batch 852/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.962 Epoch 14 Batch 853/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.225, Loss: 0.932 Epoch 14 Batch 854/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 1.049 Epoch 14 Batch 855/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 1.085 Epoch 14 Batch 856/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 0.950 Epoch 14 Batch 857/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 1.003 Epoch 14 Batch 858/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.968 Epoch 14 Batch 859/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.225, Loss: 0.972 Epoch 14 Batch 860/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 0.949 Epoch 14 Batch 861/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.940 Epoch 14 Batch 862/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.958 Epoch 14 Batch 863/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.225, Loss: 0.953 Epoch 14 Batch 864/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 1.010 Epoch 14 Batch 865/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.225, Loss: 0.944 Epoch 14 Batch 866/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 1.011 Epoch 14 Batch 867/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.985 Epoch 14 Batch 868/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.987 Epoch 14 Batch 869/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.905 Epoch 14 Batch 870/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.225, Loss: 0.967 Epoch 14 Batch 871/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.969 Epoch 14 Batch 872/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.981 Epoch 14 Batch 873/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.974 Epoch 14 Batch 874/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 1.045 Epoch 14 Batch 875/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.225, Loss: 0.951 Epoch 14 Batch 876/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.922 Epoch 14 Batch 877/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.952 Epoch 14 Batch 878/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.983 Epoch 14 Batch 879/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.943 Epoch 14 Batch 880/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.991 Epoch 14 Batch 881/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.965 Epoch 14 Batch 882/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.225, Loss: 1.024 Epoch 14 Batch 883/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 1.006 Epoch 14 Batch 884/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.973 Epoch 14 Batch 885/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.225, Loss: 0.866 Epoch 14 Batch 886/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 1.012 Epoch 14 Batch 887/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 1.014 Epoch 14 Batch 888/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.225, Loss: 1.029 Epoch 14 Batch 889/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 0.955 Epoch 14 Batch 890/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.224, Loss: 1.009 Epoch 14 Batch 891/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.224, Loss: 0.870 Epoch 14 Batch 892/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 0.994 Epoch 14 Batch 893/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 1.025 Epoch 14 Batch 894/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.224, Loss: 0.922 Epoch 14 Batch 895/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.224, Loss: 1.003 Epoch 14 Batch 896/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.224, Loss: 0.970 Epoch 14 Batch 897/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.224, Loss: 0.922 Epoch 14 Batch 898/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.224, Loss: 0.945 Epoch 14 Batch 899/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.993 Epoch 14 Batch 900/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.972 Epoch 14 Batch 901/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 1.006 Epoch 14 Batch 902/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.225, Loss: 0.969 Epoch 14 Batch 903/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.929 Epoch 14 Batch 904/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.959 Epoch 14 Batch 905/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.943 Epoch 14 Batch 906/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.959 Epoch 14 Batch 907/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.970 Epoch 14 Batch 908/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 1.031 Epoch 14 Batch 909/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.224, Loss: 0.956 Epoch 14 Batch 910/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.224, Loss: 1.006 Epoch 14 Batch 911/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.224, Loss: 0.996 Epoch 14 Batch 912/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 0.931 Epoch 14 Batch 913/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.950 Epoch 14 Batch 914/1077 - Train Accuracy: 0.294, Validation Accuracy: 0.225, Loss: 1.026 Epoch 14 Batch 915/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 1.020 Epoch 14 Batch 916/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.224, Loss: 0.909 Epoch 14 Batch 917/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.966 Epoch 14 Batch 918/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.224, Loss: 0.953 Epoch 14 Batch 919/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.225, Loss: 0.977 Epoch 14 Batch 920/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 1.010 Epoch 14 Batch 921/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 0.983 Epoch 14 Batch 922/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.224, Loss: 0.923 Epoch 14 Batch 923/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.224, Loss: 0.994 Epoch 14 Batch 924/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.224, Loss: 0.971 Epoch 14 Batch 925/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.224, Loss: 1.008 Epoch 14 Batch 926/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.944 Epoch 14 Batch 927/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 0.955 Epoch 14 Batch 928/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.991 Epoch 14 Batch 929/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 1.028 Epoch 14 Batch 930/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.224, Loss: 0.886 Epoch 14 Batch 931/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 0.969 Epoch 14 Batch 932/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.224, Loss: 0.939 Epoch 14 Batch 933/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 0.962 Epoch 14 Batch 934/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 1.009 Epoch 14 Batch 935/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.998 Epoch 14 Batch 936/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.224, Loss: 0.956 Epoch 14 Batch 937/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.224, Loss: 0.995 Epoch 14 Batch 938/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 0.993 Epoch 14 Batch 939/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 0.964 Epoch 14 Batch 940/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 0.988 Epoch 14 Batch 941/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.224, Loss: 1.000 Epoch 14 Batch 942/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.983 Epoch 14 Batch 943/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.982 Epoch 14 Batch 944/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.937 Epoch 14 Batch 945/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.954 Epoch 14 Batch 946/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.226, Loss: 0.952 Epoch 14 Batch 947/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 1.035 Epoch 14 Batch 948/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.951 Epoch 14 Batch 949/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.225, Loss: 0.851 Epoch 14 Batch 950/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.962 Epoch 14 Batch 951/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 0.971 Epoch 14 Batch 952/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.947 Epoch 14 Batch 953/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.225, Loss: 0.904 Epoch 14 Batch 954/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.984 Epoch 14 Batch 955/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.997 Epoch 14 Batch 956/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.028 Epoch 14 Batch 957/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.982 Epoch 14 Batch 958/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.959 Epoch 14 Batch 959/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.964 Epoch 14 Batch 960/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.918 Epoch 14 Batch 961/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.013 Epoch 14 Batch 962/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 1.009 Epoch 14 Batch 963/1077 - Train Accuracy: 0.064, Validation Accuracy: 0.225, Loss: 1.038 Epoch 14 Batch 964/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.922 Epoch 14 Batch 965/1077 - Train Accuracy: 0.101, Validation Accuracy: 0.225, Loss: 1.011 Epoch 14 Batch 966/1077 - Train Accuracy: 0.258, Validation Accuracy: 0.225, Loss: 0.899 Epoch 14 Batch 967/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.938 Epoch 14 Batch 968/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.987 Epoch 14 Batch 969/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.995 Epoch 14 Batch 970/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.961 Epoch 14 Batch 971/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.224, Loss: 1.041 Epoch 14 Batch 972/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.021 Epoch 14 Batch 973/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 1.003 Epoch 14 Batch 974/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.224, Loss: 1.009 Epoch 14 Batch 975/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.225, Loss: 0.955 Epoch 14 Batch 976/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.976 Epoch 14 Batch 977/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 0.974 Epoch 14 Batch 978/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.224, Loss: 1.015 Epoch 14 Batch 979/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.224, Loss: 0.924 Epoch 14 Batch 980/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 0.961 Epoch 14 Batch 981/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.224, Loss: 1.014 Epoch 14 Batch 982/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.224, Loss: 0.910 Epoch 14 Batch 983/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.224, Loss: 1.001 Epoch 14 Batch 984/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 0.969 Epoch 14 Batch 985/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 0.967 Epoch 14 Batch 986/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 1.018 Epoch 14 Batch 987/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.224, Loss: 0.924 Epoch 14 Batch 988/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.224, Loss: 0.980 Epoch 14 Batch 989/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 0.938 Epoch 14 Batch 990/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.224, Loss: 0.955 Epoch 14 Batch 991/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.225, Loss: 0.897 Epoch 14 Batch 992/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.926 Epoch 14 Batch 993/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.945 Epoch 14 Batch 994/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.986 Epoch 14 Batch 995/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.983 Epoch 14 Batch 996/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.969 Epoch 14 Batch 997/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.225, Loss: 1.020 Epoch 14 Batch 998/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.953 Epoch 14 Batch 999/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.932 Epoch 14 Batch 1000/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.999 Epoch 14 Batch 1001/1077 - Train Accuracy: 0.223, Validation Accuracy: 0.225, Loss: 0.949 Epoch 14 Batch 1002/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.226, Loss: 0.996 Epoch 14 Batch 1003/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 0.903 Epoch 14 Batch 1004/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.994 Epoch 14 Batch 1005/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 1.012 Epoch 14 Batch 1006/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 1.024 Epoch 14 Batch 1007/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.224, Loss: 0.941 Epoch 14 Batch 1008/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.018 Epoch 14 Batch 1009/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 0.977 Epoch 14 Batch 1010/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.001 Epoch 14 Batch 1011/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.966 Epoch 14 Batch 1012/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.225, Loss: 0.934 Epoch 14 Batch 1013/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.962 Epoch 14 Batch 1014/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.957 Epoch 14 Batch 1015/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.224, Loss: 1.031 Epoch 14 Batch 1016/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.224, Loss: 0.987 Epoch 14 Batch 1017/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.224, Loss: 0.924 Epoch 14 Batch 1018/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.224, Loss: 0.967 Epoch 14 Batch 1019/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 1.030 Epoch 14 Batch 1020/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.971 Epoch 14 Batch 1021/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.224, Loss: 0.992 Epoch 14 Batch 1022/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.224, Loss: 0.982 Epoch 14 Batch 1023/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.224, Loss: 0.959 Epoch 14 Batch 1024/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 0.982 Epoch 14 Batch 1025/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.224, Loss: 1.036 Epoch 14 Batch 1026/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.224, Loss: 0.944 Epoch 14 Batch 1027/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 0.993 Epoch 14 Batch 1028/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.224, Loss: 0.966 Epoch 14 Batch 1029/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 0.959 Epoch 14 Batch 1030/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 0.980 Epoch 14 Batch 1031/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.224, Loss: 1.001 Epoch 14 Batch 1032/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.224, Loss: 0.966 Epoch 14 Batch 1033/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.224, Loss: 1.014 Epoch 14 Batch 1034/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.224, Loss: 0.986 Epoch 14 Batch 1035/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.224, Loss: 0.995 Epoch 14 Batch 1036/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.224, Loss: 0.972 Epoch 14 Batch 1037/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.224, Loss: 0.994 Epoch 14 Batch 1038/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.224, Loss: 1.007 Epoch 14 Batch 1039/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.224, Loss: 0.902 Epoch 14 Batch 1040/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.224, Loss: 0.944 Epoch 14 Batch 1041/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.224, Loss: 0.996 Epoch 14 Batch 1042/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.224, Loss: 0.997 Epoch 14 Batch 1043/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.224, Loss: 1.020 Epoch 14 Batch 1044/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 1.007 Epoch 14 Batch 1045/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 0.941 Epoch 14 Batch 1046/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.224, Loss: 1.000 Epoch 14 Batch 1047/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 0.987 Epoch 14 Batch 1048/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.224, Loss: 1.006 Epoch 14 Batch 1049/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.978 Epoch 14 Batch 1050/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.224, Loss: 0.971 Epoch 14 Batch 1051/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.224, Loss: 0.916 Epoch 14 Batch 1052/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 1.008 Epoch 14 Batch 1053/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.999 Epoch 14 Batch 1054/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 1.047 Epoch 14 Batch 1055/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.052 Epoch 14 Batch 1056/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.933 Epoch 14 Batch 1057/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.225, Loss: 0.982 Epoch 14 Batch 1058/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.224, Loss: 0.958 Epoch 14 Batch 1059/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.224, Loss: 1.053 Epoch 14 Batch 1060/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.931 Epoch 14 Batch 1061/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 0.957 Epoch 14 Batch 1062/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 0.970 Epoch 14 Batch 1063/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.949 Epoch 14 Batch 1064/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.225, Loss: 0.950 Epoch 14 Batch 1065/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 1.043 Epoch 14 Batch 1066/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.224, Loss: 0.951 Epoch 14 Batch 1067/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 1.037 Epoch 14 Batch 1068/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 0.973 Epoch 14 Batch 1069/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.224, Loss: 1.033 Epoch 14 Batch 1070/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 1.021 Epoch 14 Batch 1071/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.985 Epoch 14 Batch 1072/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.224, Loss: 0.936 Epoch 14 Batch 1073/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 1.006 Epoch 14 Batch 1074/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.224, Loss: 0.956 Epoch 14 Batch 1075/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.224, Loss: 1.021 Epoch 15 Batch 0/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.224, Loss: 0.956 Epoch 15 Batch 1/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 0.958 Epoch 15 Batch 2/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.224, Loss: 0.966 Epoch 15 Batch 3/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.224, Loss: 1.010 Epoch 15 Batch 4/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 1.007 Epoch 15 Batch 5/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 1.045 Epoch 15 Batch 6/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.957 Epoch 15 Batch 7/1077 - Train Accuracy: 0.138, Validation Accuracy: 0.224, Loss: 0.972 Epoch 15 Batch 8/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.224, Loss: 0.982 Epoch 15 Batch 9/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 0.957 Epoch 15 Batch 10/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.224, Loss: 0.955 Epoch 15 Batch 11/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.224, Loss: 1.035 Epoch 15 Batch 12/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 0.976 Epoch 15 Batch 13/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.224, Loss: 0.941 Epoch 15 Batch 14/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.224, Loss: 0.902 Epoch 15 Batch 15/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 1.023 Epoch 15 Batch 16/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 0.972 Epoch 15 Batch 17/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 0.931 Epoch 15 Batch 18/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.961 Epoch 15 Batch 19/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.224, Loss: 1.019 Epoch 15 Batch 20/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.026 Epoch 15 Batch 21/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.954 Epoch 15 Batch 22/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.969 Epoch 15 Batch 23/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.946 Epoch 15 Batch 24/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.959 Epoch 15 Batch 25/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 0.977 Epoch 15 Batch 26/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 0.949 Epoch 15 Batch 27/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.224, Loss: 0.944 Epoch 15 Batch 28/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.989 Epoch 15 Batch 29/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.986 Epoch 15 Batch 30/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.936 Epoch 15 Batch 31/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.926 Epoch 15 Batch 32/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.225, Loss: 0.907 Epoch 15 Batch 33/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.932 Epoch 15 Batch 34/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.026 Epoch 15 Batch 35/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.989 Epoch 15 Batch 36/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.953 Epoch 15 Batch 37/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.995 Epoch 15 Batch 38/1077 - Train Accuracy: 0.101, Validation Accuracy: 0.226, Loss: 1.025 Epoch 15 Batch 39/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.976 Epoch 15 Batch 40/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.018 Epoch 15 Batch 41/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 0.912 Epoch 15 Batch 42/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.979 Epoch 15 Batch 43/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.226, Loss: 0.962 Epoch 15 Batch 44/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.226, Loss: 0.963 Epoch 15 Batch 45/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.938 Epoch 15 Batch 46/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.225, Loss: 0.984 Epoch 15 Batch 47/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.988 Epoch 15 Batch 48/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.983 Epoch 15 Batch 49/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.225, Loss: 0.930 Epoch 15 Batch 50/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.972 Epoch 15 Batch 51/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.966 Epoch 15 Batch 52/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.989 Epoch 15 Batch 53/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.223, Loss: 0.986 Epoch 15 Batch 54/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.946 Epoch 15 Batch 55/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.944 Epoch 15 Batch 56/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.224, Loss: 0.995 Epoch 15 Batch 57/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.224, Loss: 0.933 Epoch 15 Batch 58/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.965 Epoch 15 Batch 59/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 0.960 Epoch 15 Batch 60/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.966 Epoch 15 Batch 61/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.953 Epoch 15 Batch 62/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 0.961 Epoch 15 Batch 63/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.944 Epoch 15 Batch 64/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.994 Epoch 15 Batch 65/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.225, Loss: 1.005 Epoch 15 Batch 66/1077 - Train Accuracy: 0.180, Validation Accuracy: 0.225, Loss: 0.944 Epoch 15 Batch 67/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.970 Epoch 15 Batch 68/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.925 Epoch 15 Batch 69/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.972 Epoch 15 Batch 70/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.226, Loss: 1.021 Epoch 15 Batch 71/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.954 Epoch 15 Batch 72/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.961 Epoch 15 Batch 73/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 1.023 Epoch 15 Batch 74/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.980 Epoch 15 Batch 75/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.956 Epoch 15 Batch 76/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.893 Epoch 15 Batch 77/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 1.007 Epoch 15 Batch 78/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.227, Loss: 0.958 Epoch 15 Batch 79/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.952 Epoch 15 Batch 80/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.976 Epoch 15 Batch 81/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.226, Loss: 0.933 Epoch 15 Batch 82/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.226, Loss: 0.991 Epoch 15 Batch 83/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.225, Loss: 0.964 Epoch 15 Batch 84/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.930 Epoch 15 Batch 85/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 1.026 Epoch 15 Batch 86/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.977 Epoch 15 Batch 87/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.953 Epoch 15 Batch 88/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 0.979 Epoch 15 Batch 89/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.968 Epoch 15 Batch 90/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.962 Epoch 15 Batch 91/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.224, Loss: 0.986 Epoch 15 Batch 92/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.224, Loss: 0.976 Epoch 15 Batch 93/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.981 Epoch 15 Batch 94/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 0.979 Epoch 15 Batch 95/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 1.015 Epoch 15 Batch 96/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.994 Epoch 15 Batch 97/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.992 Epoch 15 Batch 98/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.992 Epoch 15 Batch 99/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.983 Epoch 15 Batch 100/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.925 Epoch 15 Batch 101/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.926 Epoch 15 Batch 102/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.043 Epoch 15 Batch 103/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 1.010 Epoch 15 Batch 104/1077 - Train Accuracy: 0.096, Validation Accuracy: 0.225, Loss: 0.961 Epoch 15 Batch 105/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.985 Epoch 15 Batch 106/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.225, Loss: 0.998 Epoch 15 Batch 107/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.225, Loss: 0.987 Epoch 15 Batch 108/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.225, Loss: 1.027 Epoch 15 Batch 109/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.972 Epoch 15 Batch 110/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.225, Loss: 1.012 Epoch 15 Batch 111/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.887 Epoch 15 Batch 112/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.024 Epoch 15 Batch 113/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.988 Epoch 15 Batch 114/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.988 Epoch 15 Batch 115/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.984 Epoch 15 Batch 116/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.225, Loss: 1.009 Epoch 15 Batch 117/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.974 Epoch 15 Batch 118/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.225, Loss: 1.037 Epoch 15 Batch 119/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.001 Epoch 15 Batch 120/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.005 Epoch 15 Batch 121/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.937 Epoch 15 Batch 122/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.087 Epoch 15 Batch 123/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.917 Epoch 15 Batch 124/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 1.046 Epoch 15 Batch 125/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.971 Epoch 15 Batch 126/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.905 Epoch 15 Batch 127/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.992 Epoch 15 Batch 128/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.960 Epoch 15 Batch 129/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.005 Epoch 15 Batch 130/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 1.022 Epoch 15 Batch 131/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.906 Epoch 15 Batch 132/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.990 Epoch 15 Batch 133/1077 - Train Accuracy: 0.102, Validation Accuracy: 0.225, Loss: 0.996 Epoch 15 Batch 134/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.981 Epoch 15 Batch 135/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.225, Loss: 0.956 Epoch 15 Batch 136/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.941 Epoch 15 Batch 137/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.905 Epoch 15 Batch 138/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.932 Epoch 15 Batch 139/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.964 Epoch 15 Batch 140/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.227, Loss: 1.026 Epoch 15 Batch 141/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.946 Epoch 15 Batch 142/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.996 Epoch 15 Batch 143/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.968 Epoch 15 Batch 144/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.226, Loss: 1.009 Epoch 15 Batch 145/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.226, Loss: 1.015 Epoch 15 Batch 146/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 0.969 Epoch 15 Batch 147/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 1.019 Epoch 15 Batch 148/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 1.000 Epoch 15 Batch 149/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.934 Epoch 15 Batch 150/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.921 Epoch 15 Batch 151/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.226, Loss: 0.962 Epoch 15 Batch 152/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.227, Loss: 0.985 Epoch 15 Batch 153/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.916 Epoch 15 Batch 154/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.227, Loss: 0.980 Epoch 15 Batch 155/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.957 Epoch 15 Batch 156/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.945 Epoch 15 Batch 157/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.972 Epoch 15 Batch 158/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.935 Epoch 15 Batch 159/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 1.005 Epoch 15 Batch 160/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.975 Epoch 15 Batch 161/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.979 Epoch 15 Batch 162/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.025 Epoch 15 Batch 163/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.227, Loss: 0.982 Epoch 15 Batch 164/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.987 Epoch 15 Batch 165/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.997 Epoch 15 Batch 166/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.225, Loss: 0.903 Epoch 15 Batch 167/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.982 Epoch 15 Batch 168/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 0.975 Epoch 15 Batch 169/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 1.005 Epoch 15 Batch 170/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.226, Loss: 1.000 Epoch 15 Batch 171/1077 - Train Accuracy: 0.222, Validation Accuracy: 0.226, Loss: 0.952 Epoch 15 Batch 172/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.226, Loss: 0.963 Epoch 15 Batch 173/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.226, Loss: 1.001 Epoch 15 Batch 174/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.998 Epoch 15 Batch 175/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.940 Epoch 15 Batch 176/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.939 Epoch 15 Batch 177/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.226, Loss: 0.891 Epoch 15 Batch 178/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.926 Epoch 15 Batch 179/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.226, Loss: 0.967 Epoch 15 Batch 180/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.031 Epoch 15 Batch 181/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.994 Epoch 15 Batch 182/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.951 Epoch 15 Batch 183/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.992 Epoch 15 Batch 184/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.963 Epoch 15 Batch 185/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.986 Epoch 15 Batch 186/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.226, Loss: 0.971 Epoch 15 Batch 187/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.937 Epoch 15 Batch 188/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.226, Loss: 1.032 Epoch 15 Batch 189/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.985 Epoch 15 Batch 190/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.924 Epoch 15 Batch 191/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.226, Loss: 0.976 Epoch 15 Batch 192/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.984 Epoch 15 Batch 193/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.988 Epoch 15 Batch 194/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.975 Epoch 15 Batch 195/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 1.041 Epoch 15 Batch 196/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.897 Epoch 15 Batch 197/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 0.953 Epoch 15 Batch 198/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.226, Loss: 0.904 Epoch 15 Batch 199/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.957 Epoch 15 Batch 200/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.224, Loss: 0.981 Epoch 15 Batch 201/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.224, Loss: 1.007 Epoch 15 Batch 202/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 0.930 Epoch 15 Batch 203/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 1.004 Epoch 15 Batch 204/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 0.981 Epoch 15 Batch 205/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 1.012 Epoch 15 Batch 206/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.225, Loss: 1.033 Epoch 15 Batch 207/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.934 Epoch 15 Batch 208/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.956 Epoch 15 Batch 209/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 1.011 Epoch 15 Batch 210/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.937 Epoch 15 Batch 211/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.986 Epoch 15 Batch 212/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 1.012 Epoch 15 Batch 213/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.900 Epoch 15 Batch 214/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.978 Epoch 15 Batch 215/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.050 Epoch 15 Batch 216/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.988 Epoch 15 Batch 217/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.856 Epoch 15 Batch 218/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 1.009 Epoch 15 Batch 219/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 0.989 Epoch 15 Batch 220/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 0.934 Epoch 15 Batch 221/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 0.976 Epoch 15 Batch 222/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.225, Loss: 1.012 Epoch 15 Batch 223/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.955 Epoch 15 Batch 224/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.016 Epoch 15 Batch 225/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.026 Epoch 15 Batch 226/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.989 Epoch 15 Batch 227/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 1.030 Epoch 15 Batch 228/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.866 Epoch 15 Batch 229/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.900 Epoch 15 Batch 230/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.991 Epoch 15 Batch 231/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.996 Epoch 15 Batch 232/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.225, Loss: 0.952 Epoch 15 Batch 233/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.934 Epoch 15 Batch 234/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.225, Loss: 0.982 Epoch 15 Batch 235/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 0.956 Epoch 15 Batch 236/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.893 Epoch 15 Batch 237/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.952 Epoch 15 Batch 238/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 0.923 Epoch 15 Batch 239/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.947 Epoch 15 Batch 240/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 0.933 Epoch 15 Batch 241/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.930 Epoch 15 Batch 242/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.979 Epoch 15 Batch 243/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.911 Epoch 15 Batch 244/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.225, Loss: 1.039 Epoch 15 Batch 245/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.952 Epoch 15 Batch 246/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.988 Epoch 15 Batch 247/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.913 Epoch 15 Batch 248/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.915 Epoch 15 Batch 249/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.956 Epoch 15 Batch 250/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.225, Loss: 0.960 Epoch 15 Batch 251/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.225, Loss: 0.976 Epoch 15 Batch 252/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.992 Epoch 15 Batch 253/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.225, Loss: 0.958 Epoch 15 Batch 254/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.994 Epoch 15 Batch 255/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.994 Epoch 15 Batch 256/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.978 Epoch 15 Batch 257/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.902 Epoch 15 Batch 258/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.894 Epoch 15 Batch 259/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.971 Epoch 15 Batch 260/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.944 Epoch 15 Batch 261/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.225, Loss: 0.997 Epoch 15 Batch 262/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.950 Epoch 15 Batch 263/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.225, Loss: 0.942 Epoch 15 Batch 264/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.001 Epoch 15 Batch 265/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.037 Epoch 15 Batch 266/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 1.005 Epoch 15 Batch 267/1077 - Train Accuracy: 0.221, Validation Accuracy: 0.225, Loss: 1.014 Epoch 15 Batch 268/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.949 Epoch 15 Batch 269/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.224, Loss: 0.972 Epoch 15 Batch 270/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.951 Epoch 15 Batch 271/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.918 Epoch 15 Batch 272/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.224, Loss: 0.984 Epoch 15 Batch 273/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.224, Loss: 0.994 Epoch 15 Batch 274/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 1.019 Epoch 15 Batch 275/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.999 Epoch 15 Batch 276/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 1.012 Epoch 15 Batch 277/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.225, Loss: 0.929 Epoch 15 Batch 278/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.978 Epoch 15 Batch 279/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.932 Epoch 15 Batch 280/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.980 Epoch 15 Batch 281/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.060 Epoch 15 Batch 282/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.959 Epoch 15 Batch 283/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 1.013 Epoch 15 Batch 284/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.989 Epoch 15 Batch 285/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.927 Epoch 15 Batch 286/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.876 Epoch 15 Batch 287/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.938 Epoch 15 Batch 288/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 1.005 Epoch 15 Batch 289/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 0.986 Epoch 15 Batch 290/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.942 Epoch 15 Batch 291/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.226, Loss: 0.984 Epoch 15 Batch 292/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.918 Epoch 15 Batch 293/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.226, Loss: 0.970 Epoch 15 Batch 294/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.225, Loss: 0.936 Epoch 15 Batch 295/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 0.937 Epoch 15 Batch 296/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 1.008 Epoch 15 Batch 297/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 1.030 Epoch 15 Batch 298/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 1.012 Epoch 15 Batch 299/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.226, Loss: 0.967 Epoch 15 Batch 300/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.226, Loss: 0.926 Epoch 15 Batch 301/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.948 Epoch 15 Batch 302/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 1.009 Epoch 15 Batch 303/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.227, Loss: 1.027 Epoch 15 Batch 304/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.227, Loss: 0.918 Epoch 15 Batch 305/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.975 Epoch 15 Batch 306/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 0.929 Epoch 15 Batch 307/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.943 Epoch 15 Batch 308/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.227, Loss: 1.005 Epoch 15 Batch 309/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 1.009 Epoch 15 Batch 310/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.952 Epoch 15 Batch 311/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.225, Loss: 0.883 Epoch 15 Batch 312/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.985 Epoch 15 Batch 313/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.939 Epoch 15 Batch 314/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.951 Epoch 15 Batch 315/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.937 Epoch 15 Batch 316/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.973 Epoch 15 Batch 317/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 1.011 Epoch 15 Batch 318/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.955 Epoch 15 Batch 319/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.976 Epoch 15 Batch 320/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.977 Epoch 15 Batch 321/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.968 Epoch 15 Batch 322/1077 - Train Accuracy: 0.178, Validation Accuracy: 0.227, Loss: 0.950 Epoch 15 Batch 323/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.993 Epoch 15 Batch 324/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.999 Epoch 15 Batch 325/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.973 Epoch 15 Batch 326/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.936 Epoch 15 Batch 327/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.025 Epoch 15 Batch 328/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.226, Loss: 1.018 Epoch 15 Batch 329/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.006 Epoch 15 Batch 330/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.947 Epoch 15 Batch 331/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 0.993 Epoch 15 Batch 332/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.999 Epoch 15 Batch 333/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.225, Loss: 0.972 Epoch 15 Batch 334/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.965 Epoch 15 Batch 335/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.993 Epoch 15 Batch 336/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.969 Epoch 15 Batch 337/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.988 Epoch 15 Batch 338/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.985 Epoch 15 Batch 339/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.948 Epoch 15 Batch 340/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.227, Loss: 0.973 Epoch 15 Batch 341/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 1.009 Epoch 15 Batch 342/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.227, Loss: 0.947 Epoch 15 Batch 343/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.042 Epoch 15 Batch 344/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.971 Epoch 15 Batch 345/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.226, Loss: 0.942 Epoch 15 Batch 346/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.992 Epoch 15 Batch 347/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.964 Epoch 15 Batch 348/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.226, Loss: 0.939 Epoch 15 Batch 349/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.925 Epoch 15 Batch 350/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.929 Epoch 15 Batch 351/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.226, Loss: 0.953 Epoch 15 Batch 352/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.961 Epoch 15 Batch 353/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.972 Epoch 15 Batch 354/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 1.019 Epoch 15 Batch 355/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.947 Epoch 15 Batch 356/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.959 Epoch 15 Batch 357/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.926 Epoch 15 Batch 358/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.226, Loss: 0.961 Epoch 15 Batch 359/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.914 Epoch 15 Batch 360/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.933 Epoch 15 Batch 361/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.226, Loss: 0.943 Epoch 15 Batch 362/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.226, Loss: 0.980 Epoch 15 Batch 363/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.925 Epoch 15 Batch 364/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.934 Epoch 15 Batch 365/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.944 Epoch 15 Batch 366/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 1.011 Epoch 15 Batch 367/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.226, Loss: 0.920 Epoch 15 Batch 368/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.953 Epoch 15 Batch 369/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.967 Epoch 15 Batch 370/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.980 Epoch 15 Batch 371/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.952 Epoch 15 Batch 372/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 1.013 Epoch 15 Batch 373/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.981 Epoch 15 Batch 374/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.225, Loss: 0.988 Epoch 15 Batch 375/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.225, Loss: 0.940 Epoch 15 Batch 376/1077 - Train Accuracy: 0.222, Validation Accuracy: 0.226, Loss: 0.993 Epoch 15 Batch 377/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.922 Epoch 15 Batch 378/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.980 Epoch 15 Batch 379/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.936 Epoch 15 Batch 380/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 1.042 Epoch 15 Batch 381/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.000 Epoch 15 Batch 382/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.226, Loss: 1.059 Epoch 15 Batch 383/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.226, Loss: 1.015 Epoch 15 Batch 384/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 0.985 Epoch 15 Batch 385/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.977 Epoch 15 Batch 386/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 0.970 Epoch 15 Batch 387/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.950 Epoch 15 Batch 388/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.226, Loss: 1.018 Epoch 15 Batch 389/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.917 Epoch 15 Batch 390/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.977 Epoch 15 Batch 391/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.225, Loss: 1.008 Epoch 15 Batch 392/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.021 Epoch 15 Batch 393/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.939 Epoch 15 Batch 394/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.996 Epoch 15 Batch 395/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.960 Epoch 15 Batch 396/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.977 Epoch 15 Batch 397/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 1.009 Epoch 15 Batch 398/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 0.975 Epoch 15 Batch 399/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.225, Loss: 1.005 Epoch 15 Batch 400/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.001 Epoch 15 Batch 401/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 1.021 Epoch 15 Batch 402/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.991 Epoch 15 Batch 403/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.961 Epoch 15 Batch 404/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.226, Loss: 0.939 Epoch 15 Batch 405/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 1.023 Epoch 15 Batch 406/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.226, Loss: 0.999 Epoch 15 Batch 407/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 1.011 Epoch 15 Batch 408/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.945 Epoch 15 Batch 409/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.977 Epoch 15 Batch 410/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.226, Loss: 1.023 Epoch 15 Batch 411/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.226, Loss: 0.971 Epoch 15 Batch 412/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.925 Epoch 15 Batch 413/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.993 Epoch 15 Batch 414/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.226, Loss: 1.007 Epoch 15 Batch 415/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.967 Epoch 15 Batch 416/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.988 Epoch 15 Batch 417/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.985 Epoch 15 Batch 418/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.943 Epoch 15 Batch 419/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.992 Epoch 15 Batch 420/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.953 Epoch 15 Batch 421/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 1.045 Epoch 15 Batch 422/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.226, Loss: 0.931 Epoch 15 Batch 423/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 1.006 Epoch 15 Batch 424/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.969 Epoch 15 Batch 425/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.226, Loss: 0.875 Epoch 15 Batch 426/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.944 Epoch 15 Batch 427/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.226, Loss: 0.983 Epoch 15 Batch 428/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.226, Loss: 0.934 Epoch 15 Batch 429/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.985 Epoch 15 Batch 430/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.977 Epoch 15 Batch 431/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.946 Epoch 15 Batch 432/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.947 Epoch 15 Batch 433/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.961 Epoch 15 Batch 434/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.225, Loss: 0.940 Epoch 15 Batch 435/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 0.949 Epoch 15 Batch 436/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.943 Epoch 15 Batch 437/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.926 Epoch 15 Batch 438/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.977 Epoch 15 Batch 439/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.934 Epoch 15 Batch 440/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.011 Epoch 15 Batch 441/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.226, Loss: 0.990 Epoch 15 Batch 442/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.964 Epoch 15 Batch 443/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.225, Loss: 1.018 Epoch 15 Batch 444/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.942 Epoch 15 Batch 445/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 0.960 Epoch 15 Batch 446/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.910 Epoch 15 Batch 447/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 1.016 Epoch 15 Batch 448/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.977 Epoch 15 Batch 449/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 1.013 Epoch 15 Batch 450/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.957 Epoch 15 Batch 451/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.224, Loss: 0.962 Epoch 15 Batch 452/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 1.002 Epoch 15 Batch 453/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.224, Loss: 0.941 Epoch 15 Batch 454/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.015 Epoch 15 Batch 455/1077 - Train Accuracy: 0.223, Validation Accuracy: 0.225, Loss: 1.005 Epoch 15 Batch 456/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.968 Epoch 15 Batch 457/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.959 Epoch 15 Batch 458/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.225, Loss: 0.973 Epoch 15 Batch 459/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.958 Epoch 15 Batch 460/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.954 Epoch 15 Batch 461/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 0.941 Epoch 15 Batch 462/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 0.962 Epoch 15 Batch 463/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.968 Epoch 15 Batch 464/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.224, Loss: 0.996 Epoch 15 Batch 465/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.224, Loss: 0.979 Epoch 15 Batch 466/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.983 Epoch 15 Batch 467/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.224, Loss: 1.028 Epoch 15 Batch 468/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.224, Loss: 0.971 Epoch 15 Batch 469/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 0.969 Epoch 15 Batch 470/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.224, Loss: 0.920 Epoch 15 Batch 471/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.940 Epoch 15 Batch 472/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.225, Loss: 1.017 Epoch 15 Batch 473/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 1.037 Epoch 15 Batch 474/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 1.009 Epoch 15 Batch 475/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.224, Loss: 0.984 Epoch 15 Batch 476/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.224, Loss: 1.007 Epoch 15 Batch 477/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.224, Loss: 0.936 Epoch 15 Batch 478/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.224, Loss: 0.933 Epoch 15 Batch 479/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 0.993 Epoch 15 Batch 480/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.223, Loss: 0.928 Epoch 15 Batch 481/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.223, Loss: 0.976 Epoch 15 Batch 482/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.223, Loss: 0.929 Epoch 15 Batch 483/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.223, Loss: 0.948 Epoch 15 Batch 484/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.223, Loss: 0.981 Epoch 15 Batch 485/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.223, Loss: 0.954 Epoch 15 Batch 486/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.224, Loss: 0.904 Epoch 15 Batch 487/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.224, Loss: 1.007 Epoch 15 Batch 488/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.224, Loss: 1.058 Epoch 15 Batch 489/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.224, Loss: 0.945 Epoch 15 Batch 490/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.994 Epoch 15 Batch 491/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.986 Epoch 15 Batch 492/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 0.902 Epoch 15 Batch 493/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.224, Loss: 0.989 Epoch 15 Batch 494/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 1.004 Epoch 15 Batch 495/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.224, Loss: 0.949 Epoch 15 Batch 496/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 0.894 Epoch 15 Batch 497/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.225, Loss: 1.092 Epoch 15 Batch 498/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.975 Epoch 15 Batch 499/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.224, Loss: 0.953 Epoch 15 Batch 500/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 0.973 Epoch 15 Batch 501/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 0.944 Epoch 15 Batch 502/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.902 Epoch 15 Batch 503/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.953 Epoch 15 Batch 504/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.909 Epoch 15 Batch 505/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.224, Loss: 0.945 Epoch 15 Batch 506/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.956 Epoch 15 Batch 507/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.224, Loss: 0.953 Epoch 15 Batch 508/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.224, Loss: 0.988 Epoch 15 Batch 509/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 1.003 Epoch 15 Batch 510/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.915 Epoch 15 Batch 511/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.224, Loss: 0.991 Epoch 15 Batch 512/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.981 Epoch 15 Batch 513/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.942 Epoch 15 Batch 514/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 0.937 Epoch 15 Batch 515/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 1.021 Epoch 15 Batch 516/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.224, Loss: 0.942 Epoch 15 Batch 517/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.224, Loss: 0.949 Epoch 15 Batch 518/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.965 Epoch 15 Batch 519/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.923 Epoch 15 Batch 520/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 0.905 Epoch 15 Batch 521/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 1.009 Epoch 15 Batch 522/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 0.956 Epoch 15 Batch 523/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 0.969 Epoch 15 Batch 524/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.948 Epoch 15 Batch 525/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 1.015 Epoch 15 Batch 526/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 0.945 Epoch 15 Batch 527/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.224, Loss: 1.032 Epoch 15 Batch 528/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.224, Loss: 0.964 Epoch 15 Batch 529/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.224, Loss: 0.904 Epoch 15 Batch 530/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.224, Loss: 1.005 Epoch 15 Batch 531/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 1.037 Epoch 15 Batch 532/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.225, Loss: 0.999 Epoch 15 Batch 533/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.984 Epoch 15 Batch 534/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 1.041 Epoch 15 Batch 535/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 0.927 Epoch 15 Batch 536/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 1.011 Epoch 15 Batch 537/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.950 Epoch 15 Batch 538/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.224, Loss: 0.967 Epoch 15 Batch 539/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.002 Epoch 15 Batch 540/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.958 Epoch 15 Batch 541/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.974 Epoch 15 Batch 542/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.989 Epoch 15 Batch 543/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.000 Epoch 15 Batch 544/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.977 Epoch 15 Batch 545/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.950 Epoch 15 Batch 546/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.225, Loss: 1.004 Epoch 15 Batch 547/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.952 Epoch 15 Batch 548/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.967 Epoch 15 Batch 549/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.982 Epoch 15 Batch 550/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.009 Epoch 15 Batch 551/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.926 Epoch 15 Batch 552/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 1.030 Epoch 15 Batch 553/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.049 Epoch 15 Batch 554/1077 - Train Accuracy: 0.140, Validation Accuracy: 0.225, Loss: 0.984 Epoch 15 Batch 555/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.949 Epoch 15 Batch 556/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 1.048 Epoch 15 Batch 557/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.982 Epoch 15 Batch 558/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.975 Epoch 15 Batch 559/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.943 Epoch 15 Batch 560/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.992 Epoch 15 Batch 561/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.999 Epoch 15 Batch 562/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.226, Loss: 0.968 Epoch 15 Batch 563/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.968 Epoch 15 Batch 564/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.226, Loss: 0.985 Epoch 15 Batch 565/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.959 Epoch 15 Batch 566/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.984 Epoch 15 Batch 567/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.962 Epoch 15 Batch 568/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.921 Epoch 15 Batch 569/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.988 Epoch 15 Batch 570/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.224, Loss: 0.945 Epoch 15 Batch 571/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.224, Loss: 1.010 Epoch 15 Batch 572/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.224, Loss: 1.029 Epoch 15 Batch 573/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 1.002 Epoch 15 Batch 574/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.224, Loss: 1.002 Epoch 15 Batch 575/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.224, Loss: 0.993 Epoch 15 Batch 576/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.224, Loss: 0.945 Epoch 15 Batch 577/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.224, Loss: 0.957 Epoch 15 Batch 578/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 1.041 Epoch 15 Batch 579/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 0.913 Epoch 15 Batch 580/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.224, Loss: 0.937 Epoch 15 Batch 581/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 0.992 Epoch 15 Batch 582/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 0.941 Epoch 15 Batch 583/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.224, Loss: 0.991 Epoch 15 Batch 584/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.224, Loss: 0.968 Epoch 15 Batch 585/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.224, Loss: 0.949 Epoch 15 Batch 586/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.224, Loss: 1.005 Epoch 15 Batch 587/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.224, Loss: 1.021 Epoch 15 Batch 588/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.991 Epoch 15 Batch 589/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.224, Loss: 0.938 Epoch 15 Batch 590/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.224, Loss: 0.979 Epoch 15 Batch 591/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.224, Loss: 0.938 Epoch 15 Batch 592/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 0.970 Epoch 15 Batch 593/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.224, Loss: 0.941 Epoch 15 Batch 594/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.975 Epoch 15 Batch 595/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 0.889 Epoch 15 Batch 596/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 1.052 Epoch 15 Batch 597/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.223, Loss: 0.947 Epoch 15 Batch 598/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.223, Loss: 1.012 Epoch 15 Batch 599/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.223, Loss: 1.027 Epoch 15 Batch 600/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.223, Loss: 1.018 Epoch 15 Batch 601/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.223, Loss: 0.946 Epoch 15 Batch 602/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.223, Loss: 1.025 Epoch 15 Batch 603/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.223, Loss: 0.979 Epoch 15 Batch 604/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.223, Loss: 1.004 Epoch 15 Batch 605/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.223, Loss: 0.954 Epoch 15 Batch 606/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.224, Loss: 0.939 Epoch 15 Batch 607/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.224, Loss: 1.058 Epoch 15 Batch 608/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 0.938 Epoch 15 Batch 609/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.224, Loss: 0.963 Epoch 15 Batch 610/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.224, Loss: 0.979 Epoch 15 Batch 611/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.224, Loss: 1.007 Epoch 15 Batch 612/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.224, Loss: 0.989 Epoch 15 Batch 613/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.960 Epoch 15 Batch 614/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.224, Loss: 0.991 Epoch 15 Batch 615/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.224, Loss: 0.925 Epoch 15 Batch 616/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.224, Loss: 0.960 Epoch 15 Batch 617/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.224, Loss: 1.028 Epoch 15 Batch 618/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.985 Epoch 15 Batch 619/1077 - Train Accuracy: 0.103, Validation Accuracy: 0.224, Loss: 0.964 Epoch 15 Batch 620/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.223, Loss: 0.951 Epoch 15 Batch 621/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.223, Loss: 0.961 Epoch 15 Batch 622/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.223, Loss: 1.070 Epoch 15 Batch 623/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.996 Epoch 15 Batch 624/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.224, Loss: 0.920 Epoch 15 Batch 625/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.223, Loss: 0.939 Epoch 15 Batch 626/1077 - Train Accuracy: 0.220, Validation Accuracy: 0.224, Loss: 1.003 Epoch 15 Batch 627/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.223, Loss: 0.957 Epoch 15 Batch 628/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.223, Loss: 0.958 Epoch 15 Batch 629/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.223, Loss: 1.012 Epoch 15 Batch 630/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.223, Loss: 0.986 Epoch 15 Batch 631/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.223, Loss: 0.950 Epoch 15 Batch 632/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.223, Loss: 0.984 Epoch 15 Batch 633/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.223, Loss: 0.913 Epoch 15 Batch 634/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.223, Loss: 0.932 Epoch 15 Batch 635/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.224, Loss: 1.068 Epoch 15 Batch 636/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.224, Loss: 0.942 Epoch 15 Batch 637/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.952 Epoch 15 Batch 638/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.223, Loss: 0.965 Epoch 15 Batch 639/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.223, Loss: 0.909 Epoch 15 Batch 640/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.223, Loss: 0.915 Epoch 15 Batch 641/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.223, Loss: 0.980 Epoch 15 Batch 642/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.223, Loss: 0.935 Epoch 15 Batch 643/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.223, Loss: 0.992 Epoch 15 Batch 644/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.970 Epoch 15 Batch 645/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.224, Loss: 0.903 Epoch 15 Batch 646/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.224, Loss: 0.942 Epoch 15 Batch 647/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 1.015 Epoch 15 Batch 648/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.224, Loss: 1.000 Epoch 15 Batch 649/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.988 Epoch 15 Batch 650/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.970 Epoch 15 Batch 651/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.224, Loss: 1.003 Epoch 15 Batch 652/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.224, Loss: 1.026 Epoch 15 Batch 653/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 0.958 Epoch 15 Batch 654/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 0.971 Epoch 15 Batch 655/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.223, Loss: 1.019 Epoch 15 Batch 656/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 1.032 Epoch 15 Batch 657/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.224, Loss: 1.013 Epoch 15 Batch 658/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.224, Loss: 0.967 Epoch 15 Batch 659/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.224, Loss: 0.936 Epoch 15 Batch 660/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.224, Loss: 0.956 Epoch 15 Batch 661/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.971 Epoch 15 Batch 662/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.224, Loss: 1.008 Epoch 15 Batch 663/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 0.907 Epoch 15 Batch 664/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 0.974 Epoch 15 Batch 665/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 0.963 Epoch 15 Batch 666/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.224, Loss: 0.958 Epoch 15 Batch 667/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.224, Loss: 1.015 Epoch 15 Batch 668/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.919 Epoch 15 Batch 669/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.224, Loss: 0.960 Epoch 15 Batch 670/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.224, Loss: 0.958 Epoch 15 Batch 671/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.223, Loss: 1.018 Epoch 15 Batch 672/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.224, Loss: 0.998 Epoch 15 Batch 673/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.224, Loss: 0.970 Epoch 15 Batch 674/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.223, Loss: 0.952 Epoch 15 Batch 675/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.223, Loss: 0.966 Epoch 15 Batch 676/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.223, Loss: 0.994 Epoch 15 Batch 677/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 0.944 Epoch 15 Batch 678/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.223, Loss: 0.984 Epoch 15 Batch 679/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.224, Loss: 0.978 Epoch 15 Batch 680/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.224, Loss: 1.021 Epoch 15 Batch 681/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.224, Loss: 0.931 Epoch 15 Batch 682/1077 - Train Accuracy: 0.140, Validation Accuracy: 0.224, Loss: 0.928 Epoch 15 Batch 683/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 0.978 Epoch 15 Batch 684/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.926 Epoch 15 Batch 685/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.224, Loss: 1.028 Epoch 15 Batch 686/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.224, Loss: 0.875 Epoch 15 Batch 687/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 0.919 Epoch 15 Batch 688/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.223, Loss: 1.018 Epoch 15 Batch 689/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.912 Epoch 15 Batch 690/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.224, Loss: 0.962 Epoch 15 Batch 691/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.224, Loss: 1.057 Epoch 15 Batch 692/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.224, Loss: 0.970 Epoch 15 Batch 693/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.224, Loss: 1.021 Epoch 15 Batch 694/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.224, Loss: 0.975 Epoch 15 Batch 695/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.224, Loss: 0.999 Epoch 15 Batch 696/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.224, Loss: 0.992 Epoch 15 Batch 697/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.224, Loss: 0.968 Epoch 15 Batch 698/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.224, Loss: 0.958 Epoch 15 Batch 699/1077 - Train Accuracy: 0.102, Validation Accuracy: 0.224, Loss: 0.959 Epoch 15 Batch 700/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.911 Epoch 15 Batch 701/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.974 Epoch 15 Batch 702/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.224, Loss: 0.950 Epoch 15 Batch 703/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 1.020 Epoch 15 Batch 704/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 0.984 Epoch 15 Batch 705/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.224, Loss: 0.998 Epoch 15 Batch 706/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.224, Loss: 0.972 Epoch 15 Batch 707/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.979 Epoch 15 Batch 708/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.989 Epoch 15 Batch 709/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.950 Epoch 15 Batch 710/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.224, Loss: 0.991 Epoch 15 Batch 711/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 0.979 Epoch 15 Batch 712/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.897 Epoch 15 Batch 713/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.224, Loss: 0.985 Epoch 15 Batch 714/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.224, Loss: 1.012 Epoch 15 Batch 715/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 0.939 Epoch 15 Batch 716/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 0.863 Epoch 15 Batch 717/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.224, Loss: 0.887 Epoch 15 Batch 718/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.976 Epoch 15 Batch 719/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.224, Loss: 0.928 Epoch 15 Batch 720/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 0.943 Epoch 15 Batch 721/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.968 Epoch 15 Batch 722/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.938 Epoch 15 Batch 723/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.955 Epoch 15 Batch 724/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.225, Loss: 0.933 Epoch 15 Batch 725/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.224, Loss: 0.949 Epoch 15 Batch 726/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.224, Loss: 0.924 Epoch 15 Batch 727/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.991 Epoch 15 Batch 728/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.224, Loss: 1.023 Epoch 15 Batch 729/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 1.047 Epoch 15 Batch 730/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 0.929 Epoch 15 Batch 731/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.224, Loss: 1.047 Epoch 15 Batch 732/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.225, Loss: 0.966 Epoch 15 Batch 733/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.985 Epoch 15 Batch 734/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 0.977 Epoch 15 Batch 735/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.985 Epoch 15 Batch 736/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 0.929 Epoch 15 Batch 737/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.947 Epoch 15 Batch 738/1077 - Train Accuracy: 0.285, Validation Accuracy: 0.225, Loss: 0.937 Epoch 15 Batch 739/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.933 Epoch 15 Batch 740/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.972 Epoch 15 Batch 741/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 1.024 Epoch 15 Batch 742/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.224, Loss: 0.942 Epoch 15 Batch 743/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.224, Loss: 0.963 Epoch 15 Batch 744/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.224, Loss: 1.030 Epoch 15 Batch 745/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 0.939 Epoch 15 Batch 746/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.224, Loss: 0.962 Epoch 15 Batch 747/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.966 Epoch 15 Batch 748/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.009 Epoch 15 Batch 749/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 0.984 Epoch 15 Batch 750/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.955 Epoch 15 Batch 751/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.945 Epoch 15 Batch 752/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.992 Epoch 15 Batch 753/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.960 Epoch 15 Batch 754/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.014 Epoch 15 Batch 755/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.979 Epoch 15 Batch 756/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.917 Epoch 15 Batch 757/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 1.024 Epoch 15 Batch 758/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.972 Epoch 15 Batch 759/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 1.005 Epoch 15 Batch 760/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.952 Epoch 15 Batch 761/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 0.997 Epoch 15 Batch 762/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.024 Epoch 15 Batch 763/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 0.956 Epoch 15 Batch 764/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 0.977 Epoch 15 Batch 765/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.925 Epoch 15 Batch 766/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.982 Epoch 15 Batch 767/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.937 Epoch 15 Batch 768/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.969 Epoch 15 Batch 769/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.946 Epoch 15 Batch 770/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.225, Loss: 0.949 Epoch 15 Batch 771/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.052 Epoch 15 Batch 772/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.941 Epoch 15 Batch 773/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.963 Epoch 15 Batch 774/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.992 Epoch 15 Batch 775/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.001 Epoch 15 Batch 776/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.948 Epoch 15 Batch 777/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.977 Epoch 15 Batch 778/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.225, Loss: 1.000 Epoch 15 Batch 779/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.914 Epoch 15 Batch 780/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.226, Loss: 0.968 Epoch 15 Batch 781/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.226, Loss: 0.948 Epoch 15 Batch 782/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.925 Epoch 15 Batch 783/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.225, Loss: 1.033 Epoch 15 Batch 784/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.974 Epoch 15 Batch 785/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.961 Epoch 15 Batch 786/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.985 Epoch 15 Batch 787/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 0.983 Epoch 15 Batch 788/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.980 Epoch 15 Batch 789/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 1.031 Epoch 15 Batch 790/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.225, Loss: 0.952 Epoch 15 Batch 791/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.226, Loss: 1.067 Epoch 15 Batch 792/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.049 Epoch 15 Batch 793/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.007 Epoch 15 Batch 794/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.225, Loss: 0.973 Epoch 15 Batch 795/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 0.947 Epoch 15 Batch 796/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.954 Epoch 15 Batch 797/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.941 Epoch 15 Batch 798/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.224, Loss: 0.940 Epoch 15 Batch 799/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.224, Loss: 0.957 Epoch 15 Batch 800/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.907 Epoch 15 Batch 801/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.951 Epoch 15 Batch 802/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.224, Loss: 0.979 Epoch 15 Batch 803/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.955 Epoch 15 Batch 804/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.009 Epoch 15 Batch 805/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.225, Loss: 0.910 Epoch 15 Batch 806/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.225, Loss: 1.012 Epoch 15 Batch 807/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.033 Epoch 15 Batch 808/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.976 Epoch 15 Batch 809/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.224, Loss: 0.982 Epoch 15 Batch 810/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.224, Loss: 0.983 Epoch 15 Batch 811/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.224, Loss: 0.975 Epoch 15 Batch 812/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 1.022 Epoch 15 Batch 813/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.224, Loss: 0.956 Epoch 15 Batch 814/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.224, Loss: 0.924 Epoch 15 Batch 815/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.224, Loss: 0.878 Epoch 15 Batch 816/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.224, Loss: 1.000 Epoch 15 Batch 817/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 0.964 Epoch 15 Batch 818/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 1.006 Epoch 15 Batch 819/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 0.981 Epoch 15 Batch 820/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 1.005 Epoch 15 Batch 821/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.224, Loss: 1.030 Epoch 15 Batch 822/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 0.990 Epoch 15 Batch 823/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 1.024 Epoch 15 Batch 824/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.224, Loss: 0.916 Epoch 15 Batch 825/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 0.950 Epoch 15 Batch 826/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.962 Epoch 15 Batch 827/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.226, Loss: 0.969 Epoch 15 Batch 828/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.952 Epoch 15 Batch 829/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 1.032 Epoch 15 Batch 830/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.986 Epoch 15 Batch 831/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.225, Loss: 0.997 Epoch 15 Batch 832/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.972 Epoch 15 Batch 833/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.982 Epoch 15 Batch 834/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.225, Loss: 0.912 Epoch 15 Batch 835/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.959 Epoch 15 Batch 836/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.924 Epoch 15 Batch 837/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.999 Epoch 15 Batch 838/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.958 Epoch 15 Batch 839/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.936 Epoch 15 Batch 840/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.070 Epoch 15 Batch 841/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.971 Epoch 15 Batch 842/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 1.011 Epoch 15 Batch 843/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.225, Loss: 0.918 Epoch 15 Batch 844/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.225, Loss: 0.962 Epoch 15 Batch 845/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.988 Epoch 15 Batch 846/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 0.970 Epoch 15 Batch 847/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.225, Loss: 0.948 Epoch 15 Batch 848/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.946 Epoch 15 Batch 849/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.930 Epoch 15 Batch 850/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 1.019 Epoch 15 Batch 851/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 0.981 Epoch 15 Batch 852/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 1.007 Epoch 15 Batch 853/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.225, Loss: 0.902 Epoch 15 Batch 854/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 1.029 Epoch 15 Batch 855/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.939 Epoch 15 Batch 856/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.225, Loss: 0.957 Epoch 15 Batch 857/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.986 Epoch 15 Batch 858/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.938 Epoch 15 Batch 859/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.225, Loss: 0.987 Epoch 15 Batch 860/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 1.008 Epoch 15 Batch 861/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.002 Epoch 15 Batch 862/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.962 Epoch 15 Batch 863/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.890 Epoch 15 Batch 864/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.975 Epoch 15 Batch 865/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.227, Loss: 0.924 Epoch 15 Batch 866/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 1.014 Epoch 15 Batch 867/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.001 Epoch 15 Batch 868/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.938 Epoch 15 Batch 869/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.033 Epoch 15 Batch 870/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.226, Loss: 1.069 Epoch 15 Batch 871/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.935 Epoch 15 Batch 872/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.991 Epoch 15 Batch 873/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.962 Epoch 15 Batch 874/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.939 Epoch 15 Batch 875/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.226, Loss: 0.961 Epoch 15 Batch 876/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.993 Epoch 15 Batch 877/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.893 Epoch 15 Batch 878/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.971 Epoch 15 Batch 879/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.976 Epoch 15 Batch 880/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.978 Epoch 15 Batch 881/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.985 Epoch 15 Batch 882/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 1.022 Epoch 15 Batch 883/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.227, Loss: 1.008 Epoch 15 Batch 884/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.916 Epoch 15 Batch 885/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.227, Loss: 0.943 Epoch 15 Batch 886/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.999 Epoch 15 Batch 887/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 1.000 Epoch 15 Batch 888/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.226, Loss: 1.029 Epoch 15 Batch 889/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 0.956 Epoch 15 Batch 890/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.225, Loss: 0.975 Epoch 15 Batch 891/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.226, Loss: 0.988 Epoch 15 Batch 892/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.982 Epoch 15 Batch 893/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.939 Epoch 15 Batch 894/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.971 Epoch 15 Batch 895/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.993 Epoch 15 Batch 896/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.224, Loss: 0.987 Epoch 15 Batch 897/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.224, Loss: 0.978 Epoch 15 Batch 898/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.916 Epoch 15 Batch 899/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.962 Epoch 15 Batch 900/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.985 Epoch 15 Batch 901/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.974 Epoch 15 Batch 902/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.225, Loss: 1.038 Epoch 15 Batch 903/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 0.955 Epoch 15 Batch 904/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 0.996 Epoch 15 Batch 905/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 0.933 Epoch 15 Batch 906/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.224, Loss: 0.926 Epoch 15 Batch 907/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.938 Epoch 15 Batch 908/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.947 Epoch 15 Batch 909/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.225, Loss: 1.025 Epoch 15 Batch 910/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.973 Epoch 15 Batch 911/1077 - Train Accuracy: 0.223, Validation Accuracy: 0.224, Loss: 1.020 Epoch 15 Batch 912/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.868 Epoch 15 Batch 913/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 1.011 Epoch 15 Batch 914/1077 - Train Accuracy: 0.294, Validation Accuracy: 0.224, Loss: 0.982 Epoch 15 Batch 915/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.224, Loss: 0.906 Epoch 15 Batch 916/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 1.017 Epoch 15 Batch 917/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.986 Epoch 15 Batch 918/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.969 Epoch 15 Batch 919/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.225, Loss: 0.981 Epoch 15 Batch 920/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 1.010 Epoch 15 Batch 921/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.954 Epoch 15 Batch 922/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.941 Epoch 15 Batch 923/1077 - Train Accuracy: 0.103, Validation Accuracy: 0.225, Loss: 0.981 Epoch 15 Batch 924/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.226, Loss: 0.992 Epoch 15 Batch 925/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.226, Loss: 1.039 Epoch 15 Batch 926/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.935 Epoch 15 Batch 927/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.937 Epoch 15 Batch 928/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.942 Epoch 15 Batch 929/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.948 Epoch 15 Batch 930/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 0.985 Epoch 15 Batch 931/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.921 Epoch 15 Batch 932/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.225, Loss: 0.930 Epoch 15 Batch 933/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.992 Epoch 15 Batch 934/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.936 Epoch 15 Batch 935/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.978 Epoch 15 Batch 936/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.224, Loss: 0.915 Epoch 15 Batch 937/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.224, Loss: 0.993 Epoch 15 Batch 938/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 0.960 Epoch 15 Batch 939/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.984 Epoch 15 Batch 940/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.974 Epoch 15 Batch 941/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.224, Loss: 1.007 Epoch 15 Batch 942/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.985 Epoch 15 Batch 943/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.957 Epoch 15 Batch 944/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.224, Loss: 0.970 Epoch 15 Batch 945/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 1.035 Epoch 15 Batch 946/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.224, Loss: 0.997 Epoch 15 Batch 947/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.224, Loss: 0.957 Epoch 15 Batch 948/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.224, Loss: 0.933 Epoch 15 Batch 949/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.223, Loss: 0.986 Epoch 15 Batch 950/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.224, Loss: 0.949 Epoch 15 Batch 951/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.224, Loss: 1.007 Epoch 15 Batch 952/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 0.969 Epoch 15 Batch 953/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.224, Loss: 0.957 Epoch 15 Batch 954/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.952 Epoch 15 Batch 955/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 1.048 Epoch 15 Batch 956/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 0.959 Epoch 15 Batch 957/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.224, Loss: 0.929 Epoch 15 Batch 958/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.945 Epoch 15 Batch 959/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 0.999 Epoch 15 Batch 960/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.224, Loss: 0.932 Epoch 15 Batch 961/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.987 Epoch 15 Batch 962/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.224, Loss: 0.961 Epoch 15 Batch 963/1077 - Train Accuracy: 0.063, Validation Accuracy: 0.224, Loss: 1.025 Epoch 15 Batch 964/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.224, Loss: 1.013 Epoch 15 Batch 965/1077 - Train Accuracy: 0.101, Validation Accuracy: 0.224, Loss: 0.913 Epoch 15 Batch 966/1077 - Train Accuracy: 0.257, Validation Accuracy: 0.224, Loss: 0.969 Epoch 15 Batch 967/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.928 Epoch 15 Batch 968/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 0.908 Epoch 15 Batch 969/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.224, Loss: 0.931 Epoch 15 Batch 970/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.965 Epoch 15 Batch 971/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.224, Loss: 0.967 Epoch 15 Batch 972/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 0.978 Epoch 15 Batch 973/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.224, Loss: 1.020 Epoch 15 Batch 974/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.224, Loss: 0.969 Epoch 15 Batch 975/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.224, Loss: 0.944 Epoch 15 Batch 976/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.941 Epoch 15 Batch 977/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.224, Loss: 0.963 Epoch 15 Batch 978/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 0.967 Epoch 15 Batch 979/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.224, Loss: 0.975 Epoch 15 Batch 980/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.969 Epoch 15 Batch 981/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.974 Epoch 15 Batch 982/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.224, Loss: 0.922 Epoch 15 Batch 983/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.224, Loss: 0.981 Epoch 15 Batch 984/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.224, Loss: 0.984 Epoch 15 Batch 985/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.224, Loss: 0.954 Epoch 15 Batch 986/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.956 Epoch 15 Batch 987/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.224, Loss: 0.993 Epoch 15 Batch 988/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.224, Loss: 0.980 Epoch 15 Batch 989/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.946 Epoch 15 Batch 990/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.224, Loss: 1.025 Epoch 15 Batch 991/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.224, Loss: 0.932 Epoch 15 Batch 992/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.971 Epoch 15 Batch 993/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.970 Epoch 15 Batch 994/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.932 Epoch 15 Batch 995/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.949 Epoch 15 Batch 996/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 1.030 Epoch 15 Batch 997/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.226, Loss: 0.975 Epoch 15 Batch 998/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.924 Epoch 15 Batch 999/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.941 Epoch 15 Batch 1000/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.226, Loss: 0.999 Epoch 15 Batch 1001/1077 - Train Accuracy: 0.222, Validation Accuracy: 0.226, Loss: 0.940 Epoch 15 Batch 1002/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.226, Loss: 0.892 Epoch 15 Batch 1003/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 0.982 Epoch 15 Batch 1004/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.969 Epoch 15 Batch 1005/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.940 Epoch 15 Batch 1006/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 0.946 Epoch 15 Batch 1007/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.224, Loss: 0.965 Epoch 15 Batch 1008/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.927 Epoch 15 Batch 1009/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.018 Epoch 15 Batch 1010/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.936 Epoch 15 Batch 1011/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.918 Epoch 15 Batch 1012/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.225, Loss: 0.955 Epoch 15 Batch 1013/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.938 Epoch 15 Batch 1014/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.922 Epoch 15 Batch 1015/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.911 Epoch 15 Batch 1016/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.226, Loss: 0.910 Epoch 15 Batch 1017/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.225, Loss: 0.960 Epoch 15 Batch 1018/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.967 Epoch 15 Batch 1019/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 0.948 Epoch 15 Batch 1020/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.959 Epoch 15 Batch 1021/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.987 Epoch 15 Batch 1022/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.937 Epoch 15 Batch 1023/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.225, Loss: 0.944 Epoch 15 Batch 1024/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.010 Epoch 15 Batch 1025/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.913 Epoch 15 Batch 1026/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.931 Epoch 15 Batch 1027/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.932 Epoch 15 Batch 1028/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.225, Loss: 0.939 Epoch 15 Batch 1029/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.940 Epoch 15 Batch 1030/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.996 Epoch 15 Batch 1031/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 0.901 Epoch 15 Batch 1032/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 1.002 Epoch 15 Batch 1033/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.987 Epoch 15 Batch 1034/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.225, Loss: 0.998 Epoch 15 Batch 1035/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.969 Epoch 15 Batch 1036/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.933 Epoch 15 Batch 1037/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.225, Loss: 0.956 Epoch 15 Batch 1038/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.866 Epoch 15 Batch 1039/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.224, Loss: 1.000 Epoch 15 Batch 1040/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.224, Loss: 0.921 Epoch 15 Batch 1041/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.223, Loss: 0.993 Epoch 15 Batch 1042/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.223, Loss: 0.960 Epoch 15 Batch 1043/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.223, Loss: 1.009 Epoch 15 Batch 1044/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.223, Loss: 0.993 Epoch 15 Batch 1045/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.223, Loss: 0.926 Epoch 15 Batch 1046/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.223, Loss: 0.918 Epoch 15 Batch 1047/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.223, Loss: 0.962 Epoch 15 Batch 1048/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.223, Loss: 0.936 Epoch 15 Batch 1049/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.223, Loss: 0.992 Epoch 15 Batch 1050/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.223, Loss: 0.933 Epoch 15 Batch 1051/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.224, Loss: 0.963 Epoch 15 Batch 1052/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.224, Loss: 0.930 Epoch 15 Batch 1053/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.224, Loss: 0.887 Epoch 15 Batch 1054/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 0.920 Epoch 15 Batch 1055/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 1.029 Epoch 15 Batch 1056/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.923 Epoch 15 Batch 1057/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.225, Loss: 0.980 Epoch 15 Batch 1058/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.225, Loss: 1.055 Epoch 15 Batch 1059/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 1.017 Epoch 15 Batch 1060/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.959 Epoch 15 Batch 1061/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.004 Epoch 15 Batch 1062/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 1.017 Epoch 15 Batch 1063/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 1.053 Epoch 15 Batch 1064/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.975 Epoch 15 Batch 1065/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.948 Epoch 15 Batch 1066/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.226, Loss: 0.977 Epoch 15 Batch 1067/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.977 Epoch 15 Batch 1068/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.921 Epoch 15 Batch 1069/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.226, Loss: 0.952 Epoch 15 Batch 1070/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.938 Epoch 15 Batch 1071/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.000 Epoch 15 Batch 1072/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.904 Epoch 15 Batch 1073/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.939 Epoch 15 Batch 1074/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.985 Epoch 15 Batch 1075/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.226, Loss: 1.005 Epoch 16 Batch 0/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 1.010 Epoch 16 Batch 1/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.950 Epoch 16 Batch 2/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 0.961 Epoch 16 Batch 3/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.989 Epoch 16 Batch 4/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.968 Epoch 16 Batch 5/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.054 Epoch 16 Batch 6/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 1.003 Epoch 16 Batch 7/1077 - Train Accuracy: 0.139, Validation Accuracy: 0.225, Loss: 0.951 Epoch 16 Batch 8/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.937 Epoch 16 Batch 9/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.986 Epoch 16 Batch 10/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.225, Loss: 1.040 Epoch 16 Batch 11/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.974 Epoch 16 Batch 12/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.028 Epoch 16 Batch 13/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.225, Loss: 0.981 Epoch 16 Batch 14/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.970 Epoch 16 Batch 15/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.963 Epoch 16 Batch 16/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.950 Epoch 16 Batch 17/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.005 Epoch 16 Batch 18/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.977 Epoch 16 Batch 19/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.960 Epoch 16 Batch 20/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.968 Epoch 16 Batch 21/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 1.001 Epoch 16 Batch 22/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.980 Epoch 16 Batch 23/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.981 Epoch 16 Batch 24/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.956 Epoch 16 Batch 25/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.930 Epoch 16 Batch 26/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.939 Epoch 16 Batch 27/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.959 Epoch 16 Batch 28/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.955 Epoch 16 Batch 29/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.971 Epoch 16 Batch 30/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.002 Epoch 16 Batch 31/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.996 Epoch 16 Batch 32/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.937 Epoch 16 Batch 33/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.928 Epoch 16 Batch 34/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.044 Epoch 16 Batch 35/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.967 Epoch 16 Batch 36/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.006 Epoch 16 Batch 37/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.989 Epoch 16 Batch 38/1077 - Train Accuracy: 0.102, Validation Accuracy: 0.225, Loss: 1.048 Epoch 16 Batch 39/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.004 Epoch 16 Batch 40/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.902 Epoch 16 Batch 41/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 1.019 Epoch 16 Batch 42/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.975 Epoch 16 Batch 43/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.225, Loss: 0.928 Epoch 16 Batch 44/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 0.977 Epoch 16 Batch 45/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.948 Epoch 16 Batch 46/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.225, Loss: 1.043 Epoch 16 Batch 47/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.878 Epoch 16 Batch 48/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.988 Epoch 16 Batch 49/1077 - Train Accuracy: 0.181, Validation Accuracy: 0.225, Loss: 0.937 Epoch 16 Batch 50/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.964 Epoch 16 Batch 51/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.906 Epoch 16 Batch 52/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.941 Epoch 16 Batch 53/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.224, Loss: 0.972 Epoch 16 Batch 54/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 1.019 Epoch 16 Batch 55/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.966 Epoch 16 Batch 56/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.224, Loss: 0.974 Epoch 16 Batch 57/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.224, Loss: 0.936 Epoch 16 Batch 58/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.947 Epoch 16 Batch 59/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.224, Loss: 0.950 Epoch 16 Batch 60/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.224, Loss: 0.982 Epoch 16 Batch 61/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.998 Epoch 16 Batch 62/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.225, Loss: 0.980 Epoch 16 Batch 63/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.953 Epoch 16 Batch 64/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.988 Epoch 16 Batch 65/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.225, Loss: 0.978 Epoch 16 Batch 66/1077 - Train Accuracy: 0.179, Validation Accuracy: 0.224, Loss: 0.968 Epoch 16 Batch 67/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.224, Loss: 0.976 Epoch 16 Batch 68/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.945 Epoch 16 Batch 69/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.968 Epoch 16 Batch 70/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 0.963 Epoch 16 Batch 71/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.954 Epoch 16 Batch 72/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.960 Epoch 16 Batch 73/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.926 Epoch 16 Batch 74/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.226, Loss: 0.937 Epoch 16 Batch 75/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.980 Epoch 16 Batch 76/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.928 Epoch 16 Batch 77/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.981 Epoch 16 Batch 78/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.226, Loss: 0.979 Epoch 16 Batch 79/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.966 Epoch 16 Batch 80/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.922 Epoch 16 Batch 81/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.227, Loss: 1.000 Epoch 16 Batch 82/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.227, Loss: 0.985 Epoch 16 Batch 83/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.226, Loss: 0.935 Epoch 16 Batch 84/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.981 Epoch 16 Batch 85/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.982 Epoch 16 Batch 86/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.983 Epoch 16 Batch 87/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.996 Epoch 16 Batch 88/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.991 Epoch 16 Batch 89/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.925 Epoch 16 Batch 90/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.938 Epoch 16 Batch 91/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.979 Epoch 16 Batch 92/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.942 Epoch 16 Batch 93/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.977 Epoch 16 Batch 94/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.984 Epoch 16 Batch 95/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.971 Epoch 16 Batch 96/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.876 Epoch 16 Batch 97/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.046 Epoch 16 Batch 98/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.977 Epoch 16 Batch 99/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.949 Epoch 16 Batch 100/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.943 Epoch 16 Batch 101/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.964 Epoch 16 Batch 102/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.974 Epoch 16 Batch 103/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.226, Loss: 0.976 Epoch 16 Batch 104/1077 - Train Accuracy: 0.097, Validation Accuracy: 0.226, Loss: 0.958 Epoch 16 Batch 105/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.937 Epoch 16 Batch 106/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.226, Loss: 1.013 Epoch 16 Batch 107/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.226, Loss: 0.926 Epoch 16 Batch 108/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.226, Loss: 0.974 Epoch 16 Batch 109/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.928 Epoch 16 Batch 110/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.226, Loss: 1.000 Epoch 16 Batch 111/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.945 Epoch 16 Batch 112/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 1.038 Epoch 16 Batch 113/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.916 Epoch 16 Batch 114/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.946 Epoch 16 Batch 115/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.972 Epoch 16 Batch 116/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.226, Loss: 0.985 Epoch 16 Batch 117/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 1.028 Epoch 16 Batch 118/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.227, Loss: 0.969 Epoch 16 Batch 119/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.975 Epoch 16 Batch 120/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.987 Epoch 16 Batch 121/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.965 Epoch 16 Batch 122/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.973 Epoch 16 Batch 123/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.971 Epoch 16 Batch 124/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.225, Loss: 1.007 Epoch 16 Batch 125/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.959 Epoch 16 Batch 126/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 0.952 Epoch 16 Batch 127/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.930 Epoch 16 Batch 128/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.226, Loss: 0.958 Epoch 16 Batch 129/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.945 Epoch 16 Batch 130/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.226, Loss: 0.987 Epoch 16 Batch 131/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.936 Epoch 16 Batch 132/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.226, Loss: 0.904 Epoch 16 Batch 133/1077 - Train Accuracy: 0.102, Validation Accuracy: 0.226, Loss: 0.968 Epoch 16 Batch 134/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.916 Epoch 16 Batch 135/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 0.941 Epoch 16 Batch 136/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.972 Epoch 16 Batch 137/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.885 Epoch 16 Batch 138/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.983 Epoch 16 Batch 139/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.920 Epoch 16 Batch 140/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.225, Loss: 0.986 Epoch 16 Batch 141/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.924 Epoch 16 Batch 142/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.958 Epoch 16 Batch 143/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 1.012 Epoch 16 Batch 144/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.226, Loss: 1.003 Epoch 16 Batch 145/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 1.014 Epoch 16 Batch 146/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.939 Epoch 16 Batch 147/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.986 Epoch 16 Batch 148/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 0.974 Epoch 16 Batch 149/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.905 Epoch 16 Batch 150/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.226, Loss: 0.940 Epoch 16 Batch 151/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 1.007 Epoch 16 Batch 152/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 1.039 Epoch 16 Batch 153/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 1.028 Epoch 16 Batch 154/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.226, Loss: 1.008 Epoch 16 Batch 155/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.944 Epoch 16 Batch 156/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.923 Epoch 16 Batch 157/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.931 Epoch 16 Batch 158/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.992 Epoch 16 Batch 159/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.226, Loss: 1.005 Epoch 16 Batch 160/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.954 Epoch 16 Batch 161/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.910 Epoch 16 Batch 162/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.991 Epoch 16 Batch 163/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.226, Loss: 0.968 Epoch 16 Batch 164/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.226, Loss: 0.932 Epoch 16 Batch 165/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.226, Loss: 0.955 Epoch 16 Batch 166/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.225, Loss: 0.995 Epoch 16 Batch 167/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.956 Epoch 16 Batch 168/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 1.030 Epoch 16 Batch 169/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 0.916 Epoch 16 Batch 170/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.225, Loss: 0.913 Epoch 16 Batch 171/1077 - Train Accuracy: 0.222, Validation Accuracy: 0.225, Loss: 0.953 Epoch 16 Batch 172/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.225, Loss: 0.944 Epoch 16 Batch 173/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.225, Loss: 0.976 Epoch 16 Batch 174/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.939 Epoch 16 Batch 175/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.960 Epoch 16 Batch 176/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.975 Epoch 16 Batch 177/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 0.908 Epoch 16 Batch 178/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.964 Epoch 16 Batch 179/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.225, Loss: 1.001 Epoch 16 Batch 180/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.964 Epoch 16 Batch 181/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.932 Epoch 16 Batch 182/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.944 Epoch 16 Batch 183/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.975 Epoch 16 Batch 184/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.997 Epoch 16 Batch 185/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.007 Epoch 16 Batch 186/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 0.945 Epoch 16 Batch 187/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.977 Epoch 16 Batch 188/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.989 Epoch 16 Batch 189/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.992 Epoch 16 Batch 190/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.987 Epoch 16 Batch 191/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.225, Loss: 0.948 Epoch 16 Batch 192/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 1.041 Epoch 16 Batch 193/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.975 Epoch 16 Batch 194/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.962 Epoch 16 Batch 195/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.967 Epoch 16 Batch 196/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.952 Epoch 16 Batch 197/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 1.036 Epoch 16 Batch 198/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.979 Epoch 16 Batch 199/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.939 Epoch 16 Batch 200/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.226, Loss: 0.916 Epoch 16 Batch 201/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.917 Epoch 16 Batch 202/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.940 Epoch 16 Batch 203/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.910 Epoch 16 Batch 204/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 1.013 Epoch 16 Batch 205/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.923 Epoch 16 Batch 206/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.910 Epoch 16 Batch 207/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.973 Epoch 16 Batch 208/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 1.018 Epoch 16 Batch 209/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.995 Epoch 16 Batch 210/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.973 Epoch 16 Batch 211/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.908 Epoch 16 Batch 212/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.963 Epoch 16 Batch 213/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.931 Epoch 16 Batch 214/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.970 Epoch 16 Batch 215/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.980 Epoch 16 Batch 216/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.968 Epoch 16 Batch 217/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.975 Epoch 16 Batch 218/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 0.926 Epoch 16 Batch 219/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.225, Loss: 0.987 Epoch 16 Batch 220/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.225, Loss: 0.964 Epoch 16 Batch 221/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.225, Loss: 0.996 Epoch 16 Batch 222/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.962 Epoch 16 Batch 223/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.941 Epoch 16 Batch 224/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.921 Epoch 16 Batch 225/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.933 Epoch 16 Batch 226/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.990 Epoch 16 Batch 227/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.225, Loss: 0.921 Epoch 16 Batch 228/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.956 Epoch 16 Batch 229/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.975 Epoch 16 Batch 230/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 1.003 Epoch 16 Batch 231/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.001 Epoch 16 Batch 232/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 0.965 Epoch 16 Batch 233/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.993 Epoch 16 Batch 234/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.226, Loss: 0.988 Epoch 16 Batch 235/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.945 Epoch 16 Batch 236/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.987 Epoch 16 Batch 237/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.226, Loss: 0.907 Epoch 16 Batch 238/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 0.972 Epoch 16 Batch 239/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.226, Loss: 0.969 Epoch 16 Batch 240/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.938 Epoch 16 Batch 241/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 1.029 Epoch 16 Batch 242/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.959 Epoch 16 Batch 243/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.954 Epoch 16 Batch 244/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.226, Loss: 0.963 Epoch 16 Batch 245/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.226, Loss: 0.945 Epoch 16 Batch 246/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.976 Epoch 16 Batch 247/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.992 Epoch 16 Batch 248/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.959 Epoch 16 Batch 249/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.982 Epoch 16 Batch 250/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.226, Loss: 0.901 Epoch 16 Batch 251/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.226, Loss: 1.010 Epoch 16 Batch 252/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.958 Epoch 16 Batch 253/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.226, Loss: 0.959 Epoch 16 Batch 254/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.953 Epoch 16 Batch 255/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.957 Epoch 16 Batch 256/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 1.015 Epoch 16 Batch 257/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.991 Epoch 16 Batch 258/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.966 Epoch 16 Batch 259/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.991 Epoch 16 Batch 260/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.226, Loss: 0.893 Epoch 16 Batch 261/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.226, Loss: 0.969 Epoch 16 Batch 262/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.907 Epoch 16 Batch 263/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.226, Loss: 0.958 Epoch 16 Batch 264/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 1.009 Epoch 16 Batch 265/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.962 Epoch 16 Batch 266/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 1.053 Epoch 16 Batch 267/1077 - Train Accuracy: 0.221, Validation Accuracy: 0.224, Loss: 0.962 Epoch 16 Batch 268/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 1.011 Epoch 16 Batch 269/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.224, Loss: 0.986 Epoch 16 Batch 270/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.945 Epoch 16 Batch 271/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.966 Epoch 16 Batch 272/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.224, Loss: 1.004 Epoch 16 Batch 273/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.974 Epoch 16 Batch 274/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.993 Epoch 16 Batch 275/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.957 Epoch 16 Batch 276/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 1.004 Epoch 16 Batch 277/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.225, Loss: 0.931 Epoch 16 Batch 278/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.995 Epoch 16 Batch 279/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.965 Epoch 16 Batch 280/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.910 Epoch 16 Batch 281/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.931 Epoch 16 Batch 282/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 1.003 Epoch 16 Batch 283/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.872 Epoch 16 Batch 284/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.011 Epoch 16 Batch 285/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.225, Loss: 0.974 Epoch 16 Batch 286/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 1.016 Epoch 16 Batch 287/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.966 Epoch 16 Batch 288/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.984 Epoch 16 Batch 289/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 0.885 Epoch 16 Batch 290/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.952 Epoch 16 Batch 291/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.225, Loss: 0.960 Epoch 16 Batch 292/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.995 Epoch 16 Batch 293/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.998 Epoch 16 Batch 294/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.225, Loss: 0.913 Epoch 16 Batch 295/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 1.059 Epoch 16 Batch 296/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.943 Epoch 16 Batch 297/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.000 Epoch 16 Batch 298/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.003 Epoch 16 Batch 299/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 0.955 Epoch 16 Batch 300/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 0.942 Epoch 16 Batch 301/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.994 Epoch 16 Batch 302/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.895 Epoch 16 Batch 303/1077 - Train Accuracy: 0.140, Validation Accuracy: 0.226, Loss: 0.973 Epoch 16 Batch 304/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.226, Loss: 0.915 Epoch 16 Batch 305/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.997 Epoch 16 Batch 306/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.226, Loss: 0.986 Epoch 16 Batch 307/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.944 Epoch 16 Batch 308/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.961 Epoch 16 Batch 309/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.969 Epoch 16 Batch 310/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.916 Epoch 16 Batch 311/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.225, Loss: 0.980 Epoch 16 Batch 312/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.977 Epoch 16 Batch 313/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.990 Epoch 16 Batch 314/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.920 Epoch 16 Batch 315/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.912 Epoch 16 Batch 316/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.972 Epoch 16 Batch 317/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 0.983 Epoch 16 Batch 318/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.007 Epoch 16 Batch 319/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.968 Epoch 16 Batch 320/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 1.021 Epoch 16 Batch 321/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.927 Epoch 16 Batch 322/1077 - Train Accuracy: 0.177, Validation Accuracy: 0.226, Loss: 0.961 Epoch 16 Batch 323/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 1.005 Epoch 16 Batch 324/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.938 Epoch 16 Batch 325/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 0.866 Epoch 16 Batch 326/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.918 Epoch 16 Batch 327/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.990 Epoch 16 Batch 328/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.982 Epoch 16 Batch 329/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.941 Epoch 16 Batch 330/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.919 Epoch 16 Batch 331/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 0.995 Epoch 16 Batch 332/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 0.939 Epoch 16 Batch 333/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 0.894 Epoch 16 Batch 334/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 1.019 Epoch 16 Batch 335/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.226, Loss: 0.964 Epoch 16 Batch 336/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 1.012 Epoch 16 Batch 337/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 1.046 Epoch 16 Batch 338/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.975 Epoch 16 Batch 339/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.978 Epoch 16 Batch 340/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.987 Epoch 16 Batch 341/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.971 Epoch 16 Batch 342/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.227, Loss: 0.971 Epoch 16 Batch 343/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.990 Epoch 16 Batch 344/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.977 Epoch 16 Batch 345/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 0.963 Epoch 16 Batch 346/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.949 Epoch 16 Batch 347/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.918 Epoch 16 Batch 348/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.227, Loss: 0.974 Epoch 16 Batch 349/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.944 Epoch 16 Batch 350/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.952 Epoch 16 Batch 351/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.227, Loss: 0.988 Epoch 16 Batch 352/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.967 Epoch 16 Batch 353/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.999 Epoch 16 Batch 354/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.952 Epoch 16 Batch 355/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.984 Epoch 16 Batch 356/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.943 Epoch 16 Batch 357/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.977 Epoch 16 Batch 358/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.962 Epoch 16 Batch 359/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.904 Epoch 16 Batch 360/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.958 Epoch 16 Batch 361/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 1.029 Epoch 16 Batch 362/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.947 Epoch 16 Batch 363/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 1.006 Epoch 16 Batch 364/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.005 Epoch 16 Batch 365/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.226, Loss: 0.943 Epoch 16 Batch 366/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.881 Epoch 16 Batch 367/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.226, Loss: 0.919 Epoch 16 Batch 368/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.963 Epoch 16 Batch 369/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.937 Epoch 16 Batch 370/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.227, Loss: 0.959 Epoch 16 Batch 371/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.964 Epoch 16 Batch 372/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.967 Epoch 16 Batch 373/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 1.006 Epoch 16 Batch 374/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.227, Loss: 0.951 Epoch 16 Batch 375/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.227, Loss: 0.966 Epoch 16 Batch 376/1077 - Train Accuracy: 0.221, Validation Accuracy: 0.227, Loss: 0.965 Epoch 16 Batch 377/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.966 Epoch 16 Batch 378/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.913 Epoch 16 Batch 379/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.927 Epoch 16 Batch 380/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.924 Epoch 16 Batch 381/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.984 Epoch 16 Batch 382/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 0.956 Epoch 16 Batch 383/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.227, Loss: 0.925 Epoch 16 Batch 384/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.979 Epoch 16 Batch 385/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.968 Epoch 16 Batch 386/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.928 Epoch 16 Batch 387/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.939 Epoch 16 Batch 388/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.227, Loss: 0.936 Epoch 16 Batch 389/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.999 Epoch 16 Batch 390/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 1.022 Epoch 16 Batch 391/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.227, Loss: 0.922 Epoch 16 Batch 392/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.926 Epoch 16 Batch 393/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.924 Epoch 16 Batch 394/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.892 Epoch 16 Batch 395/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.968 Epoch 16 Batch 396/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.963 Epoch 16 Batch 397/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.992 Epoch 16 Batch 398/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 0.937 Epoch 16 Batch 399/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.226, Loss: 0.923 Epoch 16 Batch 400/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.948 Epoch 16 Batch 401/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 0.945 Epoch 16 Batch 402/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.930 Epoch 16 Batch 403/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.951 Epoch 16 Batch 404/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.921 Epoch 16 Batch 405/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.226, Loss: 0.939 Epoch 16 Batch 406/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.226, Loss: 0.964 Epoch 16 Batch 407/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.954 Epoch 16 Batch 408/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.965 Epoch 16 Batch 409/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.019 Epoch 16 Batch 410/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 0.967 Epoch 16 Batch 411/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.226, Loss: 0.888 Epoch 16 Batch 412/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.971 Epoch 16 Batch 413/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.936 Epoch 16 Batch 414/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.227, Loss: 0.933 Epoch 16 Batch 415/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.975 Epoch 16 Batch 416/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.929 Epoch 16 Batch 417/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.995 Epoch 16 Batch 418/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 1.001 Epoch 16 Batch 419/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.946 Epoch 16 Batch 420/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.013 Epoch 16 Batch 421/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.969 Epoch 16 Batch 422/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.950 Epoch 16 Batch 423/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.962 Epoch 16 Batch 424/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.946 Epoch 16 Batch 425/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 1.002 Epoch 16 Batch 426/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.061 Epoch 16 Batch 427/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.226, Loss: 0.928 Epoch 16 Batch 428/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.226, Loss: 0.932 Epoch 16 Batch 429/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 1.022 Epoch 16 Batch 430/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.978 Epoch 16 Batch 431/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.925 Epoch 16 Batch 432/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.915 Epoch 16 Batch 433/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.971 Epoch 16 Batch 434/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.226, Loss: 0.941 Epoch 16 Batch 435/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.226, Loss: 0.957 Epoch 16 Batch 436/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.226, Loss: 0.947 Epoch 16 Batch 437/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.896 Epoch 16 Batch 438/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.925 Epoch 16 Batch 439/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.956 Epoch 16 Batch 440/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.986 Epoch 16 Batch 441/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.226, Loss: 0.996 Epoch 16 Batch 442/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.975 Epoch 16 Batch 443/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.226, Loss: 0.941 Epoch 16 Batch 444/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.938 Epoch 16 Batch 445/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.226, Loss: 0.946 Epoch 16 Batch 446/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.919 Epoch 16 Batch 447/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 1.049 Epoch 16 Batch 448/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.927 Epoch 16 Batch 449/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.975 Epoch 16 Batch 450/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.943 Epoch 16 Batch 451/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.924 Epoch 16 Batch 452/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.943 Epoch 16 Batch 453/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.226, Loss: 0.981 Epoch 16 Batch 454/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.060 Epoch 16 Batch 455/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.226, Loss: 0.918 Epoch 16 Batch 456/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.910 Epoch 16 Batch 457/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 0.913 Epoch 16 Batch 458/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.225, Loss: 0.924 Epoch 16 Batch 459/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.976 Epoch 16 Batch 460/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.015 Epoch 16 Batch 461/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.987 Epoch 16 Batch 462/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.925 Epoch 16 Batch 463/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.949 Epoch 16 Batch 464/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.226, Loss: 0.878 Epoch 16 Batch 465/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 0.903 Epoch 16 Batch 466/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 1.003 Epoch 16 Batch 467/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.226, Loss: 0.944 Epoch 16 Batch 468/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 0.952 Epoch 16 Batch 469/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.931 Epoch 16 Batch 470/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 0.954 Epoch 16 Batch 471/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.933 Epoch 16 Batch 472/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.226, Loss: 0.906 Epoch 16 Batch 473/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.979 Epoch 16 Batch 474/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.940 Epoch 16 Batch 475/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.996 Epoch 16 Batch 476/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.226, Loss: 0.995 Epoch 16 Batch 477/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.225, Loss: 0.991 Epoch 16 Batch 478/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.225, Loss: 0.988 Epoch 16 Batch 479/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.043 Epoch 16 Batch 480/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 0.982 Epoch 16 Batch 481/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.957 Epoch 16 Batch 482/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.226, Loss: 0.947 Epoch 16 Batch 483/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.965 Epoch 16 Batch 484/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.982 Epoch 16 Batch 485/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.004 Epoch 16 Batch 486/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 0.994 Epoch 16 Batch 487/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.225, Loss: 0.979 Epoch 16 Batch 488/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 0.896 Epoch 16 Batch 489/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.981 Epoch 16 Batch 490/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.977 Epoch 16 Batch 491/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.955 Epoch 16 Batch 492/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.939 Epoch 16 Batch 493/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.905 Epoch 16 Batch 494/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.991 Epoch 16 Batch 495/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.225, Loss: 0.960 Epoch 16 Batch 496/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.990 Epoch 16 Batch 497/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 0.944 Epoch 16 Batch 498/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.951 Epoch 16 Batch 499/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.226, Loss: 0.952 Epoch 16 Batch 500/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.927 Epoch 16 Batch 501/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.947 Epoch 16 Batch 502/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.980 Epoch 16 Batch 503/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.902 Epoch 16 Batch 504/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.944 Epoch 16 Batch 505/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 0.968 Epoch 16 Batch 506/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.956 Epoch 16 Batch 507/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 0.954 Epoch 16 Batch 508/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.960 Epoch 16 Batch 509/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.980 Epoch 16 Batch 510/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.946 Epoch 16 Batch 511/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.225, Loss: 0.954 Epoch 16 Batch 512/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 1.011 Epoch 16 Batch 513/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.951 Epoch 16 Batch 514/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.951 Epoch 16 Batch 515/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.979 Epoch 16 Batch 516/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.942 Epoch 16 Batch 517/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 0.960 Epoch 16 Batch 518/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.938 Epoch 16 Batch 519/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.979 Epoch 16 Batch 520/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.226, Loss: 0.910 Epoch 16 Batch 521/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.226, Loss: 0.934 Epoch 16 Batch 522/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.939 Epoch 16 Batch 523/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.963 Epoch 16 Batch 524/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.966 Epoch 16 Batch 525/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.937 Epoch 16 Batch 526/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.936 Epoch 16 Batch 527/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 0.900 Epoch 16 Batch 528/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.225, Loss: 0.960 Epoch 16 Batch 529/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.964 Epoch 16 Batch 530/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.987 Epoch 16 Batch 531/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.977 Epoch 16 Batch 532/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.225, Loss: 0.917 Epoch 16 Batch 533/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.933 Epoch 16 Batch 534/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 1.035 Epoch 16 Batch 535/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.026 Epoch 16 Batch 536/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.017 Epoch 16 Batch 537/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.954 Epoch 16 Batch 538/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.935 Epoch 16 Batch 539/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.985 Epoch 16 Batch 540/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.980 Epoch 16 Batch 541/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.937 Epoch 16 Batch 542/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 1.004 Epoch 16 Batch 543/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.931 Epoch 16 Batch 544/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 1.004 Epoch 16 Batch 545/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.935 Epoch 16 Batch 546/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.225, Loss: 0.973 Epoch 16 Batch 547/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.963 Epoch 16 Batch 548/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.970 Epoch 16 Batch 549/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 1.047 Epoch 16 Batch 550/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.994 Epoch 16 Batch 551/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.902 Epoch 16 Batch 552/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.989 Epoch 16 Batch 553/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.945 Epoch 16 Batch 554/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.225, Loss: 0.986 Epoch 16 Batch 555/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.905 Epoch 16 Batch 556/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.968 Epoch 16 Batch 557/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.939 Epoch 16 Batch 558/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.972 Epoch 16 Batch 559/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.941 Epoch 16 Batch 560/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.917 Epoch 16 Batch 561/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 0.964 Epoch 16 Batch 562/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.964 Epoch 16 Batch 563/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.932 Epoch 16 Batch 564/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 0.945 Epoch 16 Batch 565/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.965 Epoch 16 Batch 566/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.997 Epoch 16 Batch 567/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.901 Epoch 16 Batch 568/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 0.960 Epoch 16 Batch 569/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.953 Epoch 16 Batch 570/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.224, Loss: 0.956 Epoch 16 Batch 571/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.224, Loss: 0.978 Epoch 16 Batch 572/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.224, Loss: 0.926 Epoch 16 Batch 573/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.956 Epoch 16 Batch 574/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 0.973 Epoch 16 Batch 575/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.925 Epoch 16 Batch 576/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 0.934 Epoch 16 Batch 577/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.224, Loss: 0.962 Epoch 16 Batch 578/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.224, Loss: 1.039 Epoch 16 Batch 579/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 0.968 Epoch 16 Batch 580/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 0.923 Epoch 16 Batch 581/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.899 Epoch 16 Batch 582/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.979 Epoch 16 Batch 583/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 0.951 Epoch 16 Batch 584/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.913 Epoch 16 Batch 585/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.965 Epoch 16 Batch 586/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.225, Loss: 0.996 Epoch 16 Batch 587/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.225, Loss: 0.981 Epoch 16 Batch 588/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.960 Epoch 16 Batch 589/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 0.946 Epoch 16 Batch 590/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.224, Loss: 0.935 Epoch 16 Batch 591/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.224, Loss: 0.980 Epoch 16 Batch 592/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 0.919 Epoch 16 Batch 593/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.224, Loss: 0.958 Epoch 16 Batch 594/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 0.964 Epoch 16 Batch 595/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 1.001 Epoch 16 Batch 596/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.029 Epoch 16 Batch 597/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.225, Loss: 0.947 Epoch 16 Batch 598/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.968 Epoch 16 Batch 599/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.929 Epoch 16 Batch 600/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.982 Epoch 16 Batch 601/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.225, Loss: 0.936 Epoch 16 Batch 602/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.954 Epoch 16 Batch 603/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.224, Loss: 0.944 Epoch 16 Batch 604/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.983 Epoch 16 Batch 605/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.225, Loss: 1.017 Epoch 16 Batch 606/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.948 Epoch 16 Batch 607/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.225, Loss: 0.919 Epoch 16 Batch 608/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 1.028 Epoch 16 Batch 609/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.997 Epoch 16 Batch 610/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 0.967 Epoch 16 Batch 611/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.225, Loss: 0.986 Epoch 16 Batch 612/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.225, Loss: 0.935 Epoch 16 Batch 613/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.987 Epoch 16 Batch 614/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.978 Epoch 16 Batch 615/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.990 Epoch 16 Batch 616/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 0.941 Epoch 16 Batch 617/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.969 Epoch 16 Batch 618/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.968 Epoch 16 Batch 619/1077 - Train Accuracy: 0.102, Validation Accuracy: 0.225, Loss: 0.942 Epoch 16 Batch 620/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.940 Epoch 16 Batch 621/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.006 Epoch 16 Batch 622/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.225, Loss: 1.006 Epoch 16 Batch 623/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.011 Epoch 16 Batch 624/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.971 Epoch 16 Batch 625/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.956 Epoch 16 Batch 626/1077 - Train Accuracy: 0.221, Validation Accuracy: 0.225, Loss: 0.936 Epoch 16 Batch 627/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.951 Epoch 16 Batch 628/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.908 Epoch 16 Batch 629/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 0.939 Epoch 16 Batch 630/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.952 Epoch 16 Batch 631/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.889 Epoch 16 Batch 632/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.971 Epoch 16 Batch 633/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.959 Epoch 16 Batch 634/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.998 Epoch 16 Batch 635/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.225, Loss: 0.978 Epoch 16 Batch 636/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.224, Loss: 0.947 Epoch 16 Batch 637/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.980 Epoch 16 Batch 638/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 1.019 Epoch 16 Batch 639/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.884 Epoch 16 Batch 640/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.901 Epoch 16 Batch 641/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.878 Epoch 16 Batch 642/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 1.025 Epoch 16 Batch 643/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.934 Epoch 16 Batch 644/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.023 Epoch 16 Batch 645/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.224, Loss: 0.974 Epoch 16 Batch 646/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.225, Loss: 0.994 Epoch 16 Batch 647/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 0.978 Epoch 16 Batch 648/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.224, Loss: 0.973 Epoch 16 Batch 649/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.954 Epoch 16 Batch 650/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.224, Loss: 0.958 Epoch 16 Batch 651/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.224, Loss: 0.933 Epoch 16 Batch 652/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.224, Loss: 0.922 Epoch 16 Batch 653/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.970 Epoch 16 Batch 654/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.223, Loss: 1.014 Epoch 16 Batch 655/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 0.939 Epoch 16 Batch 656/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 1.025 Epoch 16 Batch 657/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.224, Loss: 0.950 Epoch 16 Batch 658/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.978 Epoch 16 Batch 659/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.955 Epoch 16 Batch 660/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 1.012 Epoch 16 Batch 661/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.224, Loss: 0.988 Epoch 16 Batch 662/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.224, Loss: 0.931 Epoch 16 Batch 663/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.224, Loss: 0.978 Epoch 16 Batch 664/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.224, Loss: 0.957 Epoch 16 Batch 665/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.224, Loss: 0.959 Epoch 16 Batch 666/1077 - Train Accuracy: 0.103, Validation Accuracy: 0.224, Loss: 0.888 Epoch 16 Batch 667/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.224, Loss: 0.992 Epoch 16 Batch 668/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.224, Loss: 0.956 Epoch 16 Batch 669/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.224, Loss: 0.928 Epoch 16 Batch 670/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.224, Loss: 0.989 Epoch 16 Batch 671/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.224, Loss: 0.968 Epoch 16 Batch 672/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.223, Loss: 0.959 Epoch 16 Batch 673/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.223, Loss: 0.946 Epoch 16 Batch 674/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 0.946 Epoch 16 Batch 675/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.223, Loss: 1.033 Epoch 16 Batch 676/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.223, Loss: 0.955 Epoch 16 Batch 677/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.224, Loss: 0.901 Epoch 16 Batch 678/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.223, Loss: 0.939 Epoch 16 Batch 679/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.223, Loss: 0.979 Epoch 16 Batch 680/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.224, Loss: 1.007 Epoch 16 Batch 681/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.957 Epoch 16 Batch 682/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.224, Loss: 0.984 Epoch 16 Batch 683/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.968 Epoch 16 Batch 684/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.963 Epoch 16 Batch 685/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.224, Loss: 0.966 Epoch 16 Batch 686/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.225, Loss: 0.955 Epoch 16 Batch 687/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.987 Epoch 16 Batch 688/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.930 Epoch 16 Batch 689/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.965 Epoch 16 Batch 690/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 0.989 Epoch 16 Batch 691/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.224, Loss: 0.971 Epoch 16 Batch 692/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.224, Loss: 0.985 Epoch 16 Batch 693/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.224, Loss: 0.986 Epoch 16 Batch 694/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.224, Loss: 0.998 Epoch 16 Batch 695/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.224, Loss: 0.985 Epoch 16 Batch 696/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.224, Loss: 0.963 Epoch 16 Batch 697/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.224, Loss: 0.938 Epoch 16 Batch 698/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.956 Epoch 16 Batch 699/1077 - Train Accuracy: 0.102, Validation Accuracy: 0.225, Loss: 0.882 Epoch 16 Batch 700/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.976 Epoch 16 Batch 701/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.224, Loss: 0.940 Epoch 16 Batch 702/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.224, Loss: 0.942 Epoch 16 Batch 703/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.224, Loss: 0.955 Epoch 16 Batch 704/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.997 Epoch 16 Batch 705/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.225, Loss: 0.983 Epoch 16 Batch 706/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.950 Epoch 16 Batch 707/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.929 Epoch 16 Batch 708/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.018 Epoch 16 Batch 709/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.972 Epoch 16 Batch 710/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.225, Loss: 0.947 Epoch 16 Batch 711/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 1.028 Epoch 16 Batch 712/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 1.026 Epoch 16 Batch 713/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.225, Loss: 0.922 Epoch 16 Batch 714/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.225, Loss: 0.968 Epoch 16 Batch 715/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.947 Epoch 16 Batch 716/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.988 Epoch 16 Batch 717/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.226, Loss: 0.934 Epoch 16 Batch 718/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 1.013 Epoch 16 Batch 719/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.886 Epoch 16 Batch 720/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 1.024 Epoch 16 Batch 721/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.926 Epoch 16 Batch 722/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.932 Epoch 16 Batch 723/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.955 Epoch 16 Batch 724/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 0.920 Epoch 16 Batch 725/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.225, Loss: 0.926 Epoch 16 Batch 726/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.225, Loss: 0.910 Epoch 16 Batch 727/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.929 Epoch 16 Batch 728/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.225, Loss: 0.987 Epoch 16 Batch 729/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.981 Epoch 16 Batch 730/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.934 Epoch 16 Batch 731/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.226, Loss: 0.988 Epoch 16 Batch 732/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.226, Loss: 0.935 Epoch 16 Batch 733/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.993 Epoch 16 Batch 734/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.226, Loss: 0.943 Epoch 16 Batch 735/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.955 Epoch 16 Batch 736/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.226, Loss: 0.962 Epoch 16 Batch 737/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.963 Epoch 16 Batch 738/1077 - Train Accuracy: 0.287, Validation Accuracy: 0.225, Loss: 0.975 Epoch 16 Batch 739/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.939 Epoch 16 Batch 740/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.971 Epoch 16 Batch 741/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.986 Epoch 16 Batch 742/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.929 Epoch 16 Batch 743/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.952 Epoch 16 Batch 744/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.226, Loss: 1.004 Epoch 16 Batch 745/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.971 Epoch 16 Batch 746/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.937 Epoch 16 Batch 747/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.949 Epoch 16 Batch 748/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 1.005 Epoch 16 Batch 749/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.930 Epoch 16 Batch 750/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 1.027 Epoch 16 Batch 751/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.983 Epoch 16 Batch 752/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.871 Epoch 16 Batch 753/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.920 Epoch 16 Batch 754/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.976 Epoch 16 Batch 755/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.965 Epoch 16 Batch 756/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.944 Epoch 16 Batch 757/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.226, Loss: 0.997 Epoch 16 Batch 758/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.897 Epoch 16 Batch 759/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.226, Loss: 0.987 Epoch 16 Batch 760/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.956 Epoch 16 Batch 761/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 0.986 Epoch 16 Batch 762/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.942 Epoch 16 Batch 763/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.969 Epoch 16 Batch 764/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.226, Loss: 0.941 Epoch 16 Batch 765/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.991 Epoch 16 Batch 766/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.967 Epoch 16 Batch 767/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.962 Epoch 16 Batch 768/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.920 Epoch 16 Batch 769/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.991 Epoch 16 Batch 770/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.225, Loss: 0.888 Epoch 16 Batch 771/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.885 Epoch 16 Batch 772/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.945 Epoch 16 Batch 773/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.990 Epoch 16 Batch 774/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.969 Epoch 16 Batch 775/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.946 Epoch 16 Batch 776/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.941 Epoch 16 Batch 777/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.957 Epoch 16 Batch 778/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.226, Loss: 0.953 Epoch 16 Batch 779/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 0.914 Epoch 16 Batch 780/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.225, Loss: 0.921 Epoch 16 Batch 781/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.961 Epoch 16 Batch 782/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.226, Loss: 0.969 Epoch 16 Batch 783/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.226, Loss: 0.922 Epoch 16 Batch 784/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.901 Epoch 16 Batch 785/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.226, Loss: 0.902 Epoch 16 Batch 786/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.944 Epoch 16 Batch 787/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 0.900 Epoch 16 Batch 788/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.954 Epoch 16 Batch 789/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 0.991 Epoch 16 Batch 790/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.980 Epoch 16 Batch 791/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.980 Epoch 16 Batch 792/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.977 Epoch 16 Batch 793/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.971 Epoch 16 Batch 794/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.225, Loss: 0.886 Epoch 16 Batch 795/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.978 Epoch 16 Batch 796/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.225, Loss: 0.917 Epoch 16 Batch 797/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.013 Epoch 16 Batch 798/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 1.001 Epoch 16 Batch 799/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.225, Loss: 0.993 Epoch 16 Batch 800/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.958 Epoch 16 Batch 801/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.956 Epoch 16 Batch 802/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.948 Epoch 16 Batch 803/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 0.925 Epoch 16 Batch 804/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.995 Epoch 16 Batch 805/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.225, Loss: 0.935 Epoch 16 Batch 806/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.225, Loss: 0.941 Epoch 16 Batch 807/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.953 Epoch 16 Batch 808/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.017 Epoch 16 Batch 809/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.225, Loss: 0.963 Epoch 16 Batch 810/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.996 Epoch 16 Batch 811/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.968 Epoch 16 Batch 812/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.984 Epoch 16 Batch 813/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.224, Loss: 0.996 Epoch 16 Batch 814/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.977 Epoch 16 Batch 815/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.224, Loss: 0.930 Epoch 16 Batch 816/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.224, Loss: 0.980 Epoch 16 Batch 817/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 0.915 Epoch 16 Batch 818/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.943 Epoch 16 Batch 819/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.935 Epoch 16 Batch 820/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.972 Epoch 16 Batch 821/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.934 Epoch 16 Batch 822/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.926 Epoch 16 Batch 823/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.925 Epoch 16 Batch 824/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.923 Epoch 16 Batch 825/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.986 Epoch 16 Batch 826/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.226, Loss: 1.014 Epoch 16 Batch 827/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.226, Loss: 0.976 Epoch 16 Batch 828/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.933 Epoch 16 Batch 829/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 0.955 Epoch 16 Batch 830/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.990 Epoch 16 Batch 831/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.226, Loss: 0.970 Epoch 16 Batch 832/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.942 Epoch 16 Batch 833/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.907 Epoch 16 Batch 834/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.226, Loss: 0.940 Epoch 16 Batch 835/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 1.010 Epoch 16 Batch 836/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 0.953 Epoch 16 Batch 837/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.997 Epoch 16 Batch 838/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 1.018 Epoch 16 Batch 839/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.946 Epoch 16 Batch 840/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.929 Epoch 16 Batch 841/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.950 Epoch 16 Batch 842/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.922 Epoch 16 Batch 843/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 0.932 Epoch 16 Batch 844/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.985 Epoch 16 Batch 845/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.939 Epoch 16 Batch 846/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.227, Loss: 0.985 Epoch 16 Batch 847/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.940 Epoch 16 Batch 848/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.904 Epoch 16 Batch 849/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.991 Epoch 16 Batch 850/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 0.972 Epoch 16 Batch 851/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.899 Epoch 16 Batch 852/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.967 Epoch 16 Batch 853/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.226, Loss: 1.019 Epoch 16 Batch 854/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.966 Epoch 16 Batch 855/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.908 Epoch 16 Batch 856/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.226, Loss: 0.942 Epoch 16 Batch 857/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.904 Epoch 16 Batch 858/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.226, Loss: 0.910 Epoch 16 Batch 859/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.227, Loss: 0.950 Epoch 16 Batch 860/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.998 Epoch 16 Batch 861/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.967 Epoch 16 Batch 862/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.918 Epoch 16 Batch 863/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.954 Epoch 16 Batch 864/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.906 Epoch 16 Batch 865/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.227, Loss: 0.951 Epoch 16 Batch 866/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.935 Epoch 16 Batch 867/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 1.016 Epoch 16 Batch 868/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.989 Epoch 16 Batch 869/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.989 Epoch 16 Batch 870/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.227, Loss: 0.963 Epoch 16 Batch 871/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.227, Loss: 0.941 Epoch 16 Batch 872/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.953 Epoch 16 Batch 873/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.975 Epoch 16 Batch 874/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.967 Epoch 16 Batch 875/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.888 Epoch 16 Batch 876/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.909 Epoch 16 Batch 877/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 1.009 Epoch 16 Batch 878/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.962 Epoch 16 Batch 879/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.969 Epoch 16 Batch 880/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.029 Epoch 16 Batch 881/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.927 Epoch 16 Batch 882/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.226, Loss: 0.913 Epoch 16 Batch 883/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 0.956 Epoch 16 Batch 884/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.226, Loss: 0.911 Epoch 16 Batch 885/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.226, Loss: 0.979 Epoch 16 Batch 886/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.961 Epoch 16 Batch 887/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.977 Epoch 16 Batch 888/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.225, Loss: 0.964 Epoch 16 Batch 889/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 0.978 Epoch 16 Batch 890/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.225, Loss: 0.977 Epoch 16 Batch 891/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.225, Loss: 0.922 Epoch 16 Batch 892/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 0.996 Epoch 16 Batch 893/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.949 Epoch 16 Batch 894/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.968 Epoch 16 Batch 895/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 1.029 Epoch 16 Batch 896/1077 - Train Accuracy: 0.103, Validation Accuracy: 0.225, Loss: 0.929 Epoch 16 Batch 897/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.226, Loss: 0.996 Epoch 16 Batch 898/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.943 Epoch 16 Batch 899/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.979 Epoch 16 Batch 900/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.911 Epoch 16 Batch 901/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 1.028 Epoch 16 Batch 902/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.227, Loss: 0.977 Epoch 16 Batch 903/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.977 Epoch 16 Batch 904/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.227, Loss: 0.963 Epoch 16 Batch 905/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.919 Epoch 16 Batch 906/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.956 Epoch 16 Batch 907/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.878 Epoch 16 Batch 908/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.960 Epoch 16 Batch 909/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.227, Loss: 0.947 Epoch 16 Batch 910/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.977 Epoch 16 Batch 911/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.226, Loss: 0.964 Epoch 16 Batch 912/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.965 Epoch 16 Batch 913/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.947 Epoch 16 Batch 914/1077 - Train Accuracy: 0.294, Validation Accuracy: 0.227, Loss: 0.970 Epoch 16 Batch 915/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.227, Loss: 0.964 Epoch 16 Batch 916/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.909 Epoch 16 Batch 917/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.960 Epoch 16 Batch 918/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.227, Loss: 0.971 Epoch 16 Batch 919/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.227, Loss: 0.906 Epoch 16 Batch 920/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.990 Epoch 16 Batch 921/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.976 Epoch 16 Batch 922/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 0.918 Epoch 16 Batch 923/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.227, Loss: 0.949 Epoch 16 Batch 924/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.227, Loss: 0.956 Epoch 16 Batch 925/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.227, Loss: 0.937 Epoch 16 Batch 926/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.920 Epoch 16 Batch 927/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.226, Loss: 0.946 Epoch 16 Batch 928/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.950 Epoch 16 Batch 929/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.972 Epoch 16 Batch 930/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 0.911 Epoch 16 Batch 931/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.937 Epoch 16 Batch 932/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.226, Loss: 0.974 Epoch 16 Batch 933/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.963 Epoch 16 Batch 934/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.226, Loss: 0.916 Epoch 16 Batch 935/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.930 Epoch 16 Batch 936/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.226, Loss: 0.955 Epoch 16 Batch 937/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.226, Loss: 1.061 Epoch 16 Batch 938/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.994 Epoch 16 Batch 939/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.938 Epoch 16 Batch 940/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 1.025 Epoch 16 Batch 941/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.944 Epoch 16 Batch 942/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.958 Epoch 16 Batch 943/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.986 Epoch 16 Batch 944/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.930 Epoch 16 Batch 945/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.980 Epoch 16 Batch 946/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.226, Loss: 0.907 Epoch 16 Batch 947/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.226, Loss: 0.971 Epoch 16 Batch 948/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.924 Epoch 16 Batch 949/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.225, Loss: 0.936 Epoch 16 Batch 950/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.226, Loss: 0.947 Epoch 16 Batch 951/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 0.915 Epoch 16 Batch 952/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.976 Epoch 16 Batch 953/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.225, Loss: 0.975 Epoch 16 Batch 954/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.976 Epoch 16 Batch 955/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.935 Epoch 16 Batch 956/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.953 Epoch 16 Batch 957/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.955 Epoch 16 Batch 958/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.989 Epoch 16 Batch 959/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.995 Epoch 16 Batch 960/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.916 Epoch 16 Batch 961/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.936 Epoch 16 Batch 962/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.226, Loss: 0.992 Epoch 16 Batch 963/1077 - Train Accuracy: 0.065, Validation Accuracy: 0.226, Loss: 0.985 Epoch 16 Batch 964/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.973 Epoch 16 Batch 965/1077 - Train Accuracy: 0.102, Validation Accuracy: 0.225, Loss: 0.934 Epoch 16 Batch 966/1077 - Train Accuracy: 0.257, Validation Accuracy: 0.225, Loss: 0.901 Epoch 16 Batch 967/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 1.004 Epoch 16 Batch 968/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.225, Loss: 0.962 Epoch 16 Batch 969/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.984 Epoch 16 Batch 970/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.911 Epoch 16 Batch 971/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 1.007 Epoch 16 Batch 972/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.943 Epoch 16 Batch 973/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.916 Epoch 16 Batch 974/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.905 Epoch 16 Batch 975/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.226, Loss: 0.991 Epoch 16 Batch 976/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.888 Epoch 16 Batch 977/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.951 Epoch 16 Batch 978/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.981 Epoch 16 Batch 979/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.227, Loss: 0.950 Epoch 16 Batch 980/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.921 Epoch 16 Batch 981/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.912 Epoch 16 Batch 982/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 0.966 Epoch 16 Batch 983/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 0.934 Epoch 16 Batch 984/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.951 Epoch 16 Batch 985/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.226, Loss: 1.019 Epoch 16 Batch 986/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.910 Epoch 16 Batch 987/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.927 Epoch 16 Batch 988/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.226, Loss: 0.939 Epoch 16 Batch 989/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.926 Epoch 16 Batch 990/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.226, Loss: 0.997 Epoch 16 Batch 991/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.226, Loss: 0.923 Epoch 16 Batch 992/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.959 Epoch 16 Batch 993/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.977 Epoch 16 Batch 994/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.954 Epoch 16 Batch 995/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.226, Loss: 0.965 Epoch 16 Batch 996/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.959 Epoch 16 Batch 997/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.226, Loss: 0.932 Epoch 16 Batch 998/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.968 Epoch 16 Batch 999/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.002 Epoch 16 Batch 1000/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.226, Loss: 0.970 Epoch 16 Batch 1001/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.227, Loss: 0.932 Epoch 16 Batch 1002/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.226, Loss: 0.947 Epoch 16 Batch 1003/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 1.030 Epoch 16 Batch 1004/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.964 Epoch 16 Batch 1005/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.938 Epoch 16 Batch 1006/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.962 Epoch 16 Batch 1007/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.908 Epoch 16 Batch 1008/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 1.028 Epoch 16 Batch 1009/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.977 Epoch 16 Batch 1010/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.955 Epoch 16 Batch 1011/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.929 Epoch 16 Batch 1012/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.227, Loss: 0.948 Epoch 16 Batch 1013/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.957 Epoch 16 Batch 1014/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.933 Epoch 16 Batch 1015/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.986 Epoch 16 Batch 1016/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 0.964 Epoch 16 Batch 1017/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.227, Loss: 0.950 Epoch 16 Batch 1018/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.959 Epoch 16 Batch 1019/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.226, Loss: 1.003 Epoch 16 Batch 1020/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.973 Epoch 16 Batch 1021/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 0.937 Epoch 16 Batch 1022/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.957 Epoch 16 Batch 1023/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.225, Loss: 0.901 Epoch 16 Batch 1024/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.929 Epoch 16 Batch 1025/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.947 Epoch 16 Batch 1026/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.946 Epoch 16 Batch 1027/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.978 Epoch 16 Batch 1028/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.225, Loss: 0.982 Epoch 16 Batch 1029/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.988 Epoch 16 Batch 1030/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.945 Epoch 16 Batch 1031/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.225, Loss: 0.983 Epoch 16 Batch 1032/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.974 Epoch 16 Batch 1033/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.938 Epoch 16 Batch 1034/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.225, Loss: 0.893 Epoch 16 Batch 1035/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.941 Epoch 16 Batch 1036/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 1.019 Epoch 16 Batch 1037/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.226, Loss: 1.033 Epoch 16 Batch 1038/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.000 Epoch 16 Batch 1039/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.226, Loss: 0.926 Epoch 16 Batch 1040/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.226, Loss: 0.947 Epoch 16 Batch 1041/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.961 Epoch 16 Batch 1042/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.915 Epoch 16 Batch 1043/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.225, Loss: 1.005 Epoch 16 Batch 1044/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.950 Epoch 16 Batch 1045/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.895 Epoch 16 Batch 1046/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.960 Epoch 16 Batch 1047/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.888 Epoch 16 Batch 1048/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.896 Epoch 16 Batch 1049/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.944 Epoch 16 Batch 1050/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.939 Epoch 16 Batch 1051/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.882 Epoch 16 Batch 1052/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.225, Loss: 0.959 Epoch 16 Batch 1053/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.998 Epoch 16 Batch 1054/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.918 Epoch 16 Batch 1055/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 1.017 Epoch 16 Batch 1056/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.984 Epoch 16 Batch 1057/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.226, Loss: 0.975 Epoch 16 Batch 1058/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.227, Loss: 0.957 Epoch 16 Batch 1059/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.226, Loss: 1.003 Epoch 16 Batch 1060/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.900 Epoch 16 Batch 1061/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.044 Epoch 16 Batch 1062/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.227, Loss: 0.953 Epoch 16 Batch 1063/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.995 Epoch 16 Batch 1064/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.993 Epoch 16 Batch 1065/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.953 Epoch 16 Batch 1066/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 0.996 Epoch 16 Batch 1067/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 1.021 Epoch 16 Batch 1068/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.903 Epoch 16 Batch 1069/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.918 Epoch 16 Batch 1070/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 1.042 Epoch 16 Batch 1071/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.969 Epoch 16 Batch 1072/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.962 Epoch 16 Batch 1073/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.986 Epoch 16 Batch 1074/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.965 Epoch 16 Batch 1075/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.976 Epoch 17 Batch 0/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.950 Epoch 17 Batch 1/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.935 Epoch 17 Batch 2/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.942 Epoch 17 Batch 3/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.926 Epoch 17 Batch 4/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.883 Epoch 17 Batch 5/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.947 Epoch 17 Batch 6/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.954 Epoch 17 Batch 7/1077 - Train Accuracy: 0.139, Validation Accuracy: 0.227, Loss: 0.998 Epoch 17 Batch 8/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.227, Loss: 0.958 Epoch 17 Batch 9/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.991 Epoch 17 Batch 10/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.228, Loss: 0.931 Epoch 17 Batch 11/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.964 Epoch 17 Batch 12/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 1.005 Epoch 17 Batch 13/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.964 Epoch 17 Batch 14/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.930 Epoch 17 Batch 15/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.995 Epoch 17 Batch 16/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.969 Epoch 17 Batch 17/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.948 Epoch 17 Batch 18/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.930 Epoch 17 Batch 19/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.961 Epoch 17 Batch 20/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.943 Epoch 17 Batch 21/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.931 Epoch 17 Batch 22/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.960 Epoch 17 Batch 23/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.900 Epoch 17 Batch 24/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.953 Epoch 17 Batch 25/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.932 Epoch 17 Batch 26/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 1.009 Epoch 17 Batch 27/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.893 Epoch 17 Batch 28/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 1.023 Epoch 17 Batch 29/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.952 Epoch 17 Batch 30/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.904 Epoch 17 Batch 31/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.984 Epoch 17 Batch 32/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.904 Epoch 17 Batch 33/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.227, Loss: 0.903 Epoch 17 Batch 34/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.933 Epoch 17 Batch 35/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.943 Epoch 17 Batch 36/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.969 Epoch 17 Batch 37/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.942 Epoch 17 Batch 38/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.227, Loss: 0.913 Epoch 17 Batch 39/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.968 Epoch 17 Batch 40/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.939 Epoch 17 Batch 41/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.966 Epoch 17 Batch 42/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.922 Epoch 17 Batch 43/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.227, Loss: 0.896 Epoch 17 Batch 44/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.227, Loss: 1.002 Epoch 17 Batch 45/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.930 Epoch 17 Batch 46/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.227, Loss: 0.957 Epoch 17 Batch 47/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.975 Epoch 17 Batch 48/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.943 Epoch 17 Batch 49/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.226, Loss: 0.958 Epoch 17 Batch 50/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.934 Epoch 17 Batch 51/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.927 Epoch 17 Batch 52/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.994 Epoch 17 Batch 53/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.226, Loss: 0.900 Epoch 17 Batch 54/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.042 Epoch 17 Batch 55/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.016 Epoch 17 Batch 56/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.225, Loss: 0.932 Epoch 17 Batch 57/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.225, Loss: 0.899 Epoch 17 Batch 58/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.928 Epoch 17 Batch 59/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.226, Loss: 0.959 Epoch 17 Batch 60/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.909 Epoch 17 Batch 61/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.941 Epoch 17 Batch 62/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 0.967 Epoch 17 Batch 63/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.226, Loss: 0.952 Epoch 17 Batch 64/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.940 Epoch 17 Batch 65/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.226, Loss: 0.903 Epoch 17 Batch 66/1077 - Train Accuracy: 0.181, Validation Accuracy: 0.226, Loss: 0.978 Epoch 17 Batch 67/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.932 Epoch 17 Batch 68/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.977 Epoch 17 Batch 69/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.934 Epoch 17 Batch 70/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.906 Epoch 17 Batch 71/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.957 Epoch 17 Batch 72/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.923 Epoch 17 Batch 73/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.946 Epoch 17 Batch 74/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.961 Epoch 17 Batch 75/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.969 Epoch 17 Batch 76/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.946 Epoch 17 Batch 77/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 1.048 Epoch 17 Batch 78/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.227, Loss: 0.900 Epoch 17 Batch 79/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.934 Epoch 17 Batch 80/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.982 Epoch 17 Batch 81/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.227, Loss: 0.883 Epoch 17 Batch 82/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.227, Loss: 0.911 Epoch 17 Batch 83/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.976 Epoch 17 Batch 84/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.934 Epoch 17 Batch 85/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.947 Epoch 17 Batch 86/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 1.043 Epoch 17 Batch 87/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 1.038 Epoch 17 Batch 88/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.948 Epoch 17 Batch 89/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.957 Epoch 17 Batch 90/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.970 Epoch 17 Batch 91/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.923 Epoch 17 Batch 92/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.227, Loss: 0.875 Epoch 17 Batch 93/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.936 Epoch 17 Batch 94/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.956 Epoch 17 Batch 95/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.968 Epoch 17 Batch 96/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.954 Epoch 17 Batch 97/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.911 Epoch 17 Batch 98/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.977 Epoch 17 Batch 99/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.933 Epoch 17 Batch 100/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.918 Epoch 17 Batch 101/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.957 Epoch 17 Batch 102/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.949 Epoch 17 Batch 103/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.228, Loss: 0.950 Epoch 17 Batch 104/1077 - Train Accuracy: 0.098, Validation Accuracy: 0.228, Loss: 0.946 Epoch 17 Batch 105/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.872 Epoch 17 Batch 106/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.227, Loss: 0.926 Epoch 17 Batch 107/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.228, Loss: 0.950 Epoch 17 Batch 108/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.228, Loss: 0.958 Epoch 17 Batch 109/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.974 Epoch 17 Batch 110/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.228, Loss: 0.955 Epoch 17 Batch 111/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.949 Epoch 17 Batch 112/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.874 Epoch 17 Batch 113/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.999 Epoch 17 Batch 114/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 1.007 Epoch 17 Batch 115/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.918 Epoch 17 Batch 116/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.228, Loss: 0.970 Epoch 17 Batch 117/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.941 Epoch 17 Batch 118/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.948 Epoch 17 Batch 119/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.961 Epoch 17 Batch 120/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.915 Epoch 17 Batch 121/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.960 Epoch 17 Batch 122/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.937 Epoch 17 Batch 123/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 0.966 Epoch 17 Batch 124/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.996 Epoch 17 Batch 125/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.965 Epoch 17 Batch 126/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.899 Epoch 17 Batch 127/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.978 Epoch 17 Batch 128/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.847 Epoch 17 Batch 129/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.930 Epoch 17 Batch 130/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.227, Loss: 0.975 Epoch 17 Batch 131/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.974 Epoch 17 Batch 132/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.936 Epoch 17 Batch 133/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.227, Loss: 0.934 Epoch 17 Batch 134/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.971 Epoch 17 Batch 135/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.942 Epoch 17 Batch 136/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.968 Epoch 17 Batch 137/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.943 Epoch 17 Batch 138/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.973 Epoch 17 Batch 139/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.965 Epoch 17 Batch 140/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.920 Epoch 17 Batch 141/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.970 Epoch 17 Batch 142/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.927 Epoch 17 Batch 143/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.953 Epoch 17 Batch 144/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.963 Epoch 17 Batch 145/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.933 Epoch 17 Batch 146/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.964 Epoch 17 Batch 147/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.965 Epoch 17 Batch 148/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.228, Loss: 0.924 Epoch 17 Batch 149/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.960 Epoch 17 Batch 150/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.960 Epoch 17 Batch 151/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.973 Epoch 17 Batch 152/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.957 Epoch 17 Batch 153/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.916 Epoch 17 Batch 154/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.986 Epoch 17 Batch 155/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.968 Epoch 17 Batch 156/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.956 Epoch 17 Batch 157/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.922 Epoch 17 Batch 158/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.898 Epoch 17 Batch 159/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.920 Epoch 17 Batch 160/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.897 Epoch 17 Batch 161/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.984 Epoch 17 Batch 162/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.986 Epoch 17 Batch 163/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.954 Epoch 17 Batch 164/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.992 Epoch 17 Batch 165/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.995 Epoch 17 Batch 166/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.227, Loss: 0.919 Epoch 17 Batch 167/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.957 Epoch 17 Batch 168/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 0.992 Epoch 17 Batch 169/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.949 Epoch 17 Batch 170/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.227, Loss: 0.964 Epoch 17 Batch 171/1077 - Train Accuracy: 0.223, Validation Accuracy: 0.227, Loss: 0.968 Epoch 17 Batch 172/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.227, Loss: 0.936 Epoch 17 Batch 173/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.228, Loss: 0.949 Epoch 17 Batch 174/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.961 Epoch 17 Batch 175/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.922 Epoch 17 Batch 176/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.977 Epoch 17 Batch 177/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.930 Epoch 17 Batch 178/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.971 Epoch 17 Batch 179/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.227, Loss: 0.967 Epoch 17 Batch 180/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.953 Epoch 17 Batch 181/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.883 Epoch 17 Batch 182/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.900 Epoch 17 Batch 183/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.964 Epoch 17 Batch 184/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.937 Epoch 17 Batch 185/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.999 Epoch 17 Batch 186/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.227, Loss: 0.933 Epoch 17 Batch 187/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.982 Epoch 17 Batch 188/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.996 Epoch 17 Batch 189/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.942 Epoch 17 Batch 190/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.935 Epoch 17 Batch 191/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.228, Loss: 0.974 Epoch 17 Batch 192/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.979 Epoch 17 Batch 193/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.938 Epoch 17 Batch 194/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.951 Epoch 17 Batch 195/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.930 Epoch 17 Batch 196/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.952 Epoch 17 Batch 197/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.945 Epoch 17 Batch 198/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.945 Epoch 17 Batch 199/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.912 Epoch 17 Batch 200/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 1.021 Epoch 17 Batch 201/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.933 Epoch 17 Batch 202/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.918 Epoch 17 Batch 203/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 1.002 Epoch 17 Batch 204/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.965 Epoch 17 Batch 205/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.886 Epoch 17 Batch 206/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.964 Epoch 17 Batch 207/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.973 Epoch 17 Batch 208/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.955 Epoch 17 Batch 209/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.923 Epoch 17 Batch 210/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.227, Loss: 0.975 Epoch 17 Batch 211/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.995 Epoch 17 Batch 212/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.917 Epoch 17 Batch 213/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.963 Epoch 17 Batch 214/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.949 Epoch 17 Batch 215/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.962 Epoch 17 Batch 216/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.966 Epoch 17 Batch 217/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.891 Epoch 17 Batch 218/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.227, Loss: 0.946 Epoch 17 Batch 219/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.227, Loss: 0.940 Epoch 17 Batch 220/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.935 Epoch 17 Batch 221/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.899 Epoch 17 Batch 222/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.950 Epoch 17 Batch 223/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.908 Epoch 17 Batch 224/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.940 Epoch 17 Batch 225/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.922 Epoch 17 Batch 226/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.918 Epoch 17 Batch 227/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.916 Epoch 17 Batch 228/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.925 Epoch 17 Batch 229/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.955 Epoch 17 Batch 230/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.917 Epoch 17 Batch 231/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.953 Epoch 17 Batch 232/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.933 Epoch 17 Batch 233/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.983 Epoch 17 Batch 234/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.227, Loss: 0.968 Epoch 17 Batch 235/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.959 Epoch 17 Batch 236/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.943 Epoch 17 Batch 237/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.907 Epoch 17 Batch 238/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.990 Epoch 17 Batch 239/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.227, Loss: 0.990 Epoch 17 Batch 240/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.954 Epoch 17 Batch 241/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.947 Epoch 17 Batch 242/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.921 Epoch 17 Batch 243/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.227, Loss: 0.996 Epoch 17 Batch 244/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.227, Loss: 0.963 Epoch 17 Batch 245/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.227, Loss: 0.896 Epoch 17 Batch 246/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.934 Epoch 17 Batch 247/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.942 Epoch 17 Batch 248/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.877 Epoch 17 Batch 249/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.921 Epoch 17 Batch 250/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.227, Loss: 0.942 Epoch 17 Batch 251/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.227, Loss: 0.940 Epoch 17 Batch 252/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.971 Epoch 17 Batch 253/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.227, Loss: 0.957 Epoch 17 Batch 254/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.921 Epoch 17 Batch 255/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.934 Epoch 17 Batch 256/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.953 Epoch 17 Batch 257/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.940 Epoch 17 Batch 258/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.916 Epoch 17 Batch 259/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.000 Epoch 17 Batch 260/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.227, Loss: 0.958 Epoch 17 Batch 261/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.227, Loss: 0.939 Epoch 17 Batch 262/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.925 Epoch 17 Batch 263/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.226, Loss: 0.913 Epoch 17 Batch 264/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.929 Epoch 17 Batch 265/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.965 Epoch 17 Batch 266/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 1.014 Epoch 17 Batch 267/1077 - Train Accuracy: 0.218, Validation Accuracy: 0.225, Loss: 0.947 Epoch 17 Batch 268/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.026 Epoch 17 Batch 269/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 0.978 Epoch 17 Batch 270/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.963 Epoch 17 Batch 271/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.902 Epoch 17 Batch 272/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.994 Epoch 17 Batch 273/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.955 Epoch 17 Batch 274/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.925 Epoch 17 Batch 275/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.943 Epoch 17 Batch 276/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 1.000 Epoch 17 Batch 277/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.908 Epoch 17 Batch 278/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.935 Epoch 17 Batch 279/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.979 Epoch 17 Batch 280/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.923 Epoch 17 Batch 281/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.898 Epoch 17 Batch 282/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.921 Epoch 17 Batch 283/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.914 Epoch 17 Batch 284/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 0.909 Epoch 17 Batch 285/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.948 Epoch 17 Batch 286/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.947 Epoch 17 Batch 287/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 0.954 Epoch 17 Batch 288/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.993 Epoch 17 Batch 289/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.226, Loss: 0.881 Epoch 17 Batch 290/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 1.026 Epoch 17 Batch 291/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.226, Loss: 1.039 Epoch 17 Batch 292/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.226, Loss: 0.958 Epoch 17 Batch 293/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.226, Loss: 0.957 Epoch 17 Batch 294/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.226, Loss: 0.932 Epoch 17 Batch 295/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.226, Loss: 0.941 Epoch 17 Batch 296/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.895 Epoch 17 Batch 297/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.973 Epoch 17 Batch 298/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.954 Epoch 17 Batch 299/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 0.924 Epoch 17 Batch 300/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.226, Loss: 0.950 Epoch 17 Batch 301/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.957 Epoch 17 Batch 302/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.919 Epoch 17 Batch 303/1077 - Train Accuracy: 0.140, Validation Accuracy: 0.226, Loss: 0.926 Epoch 17 Batch 304/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 0.950 Epoch 17 Batch 305/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.982 Epoch 17 Batch 306/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.963 Epoch 17 Batch 307/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 0.939 Epoch 17 Batch 308/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.921 Epoch 17 Batch 309/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.940 Epoch 17 Batch 310/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.976 Epoch 17 Batch 311/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.226, Loss: 0.985 Epoch 17 Batch 312/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.971 Epoch 17 Batch 313/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.950 Epoch 17 Batch 314/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 0.942 Epoch 17 Batch 315/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.964 Epoch 17 Batch 316/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.226, Loss: 0.939 Epoch 17 Batch 317/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.225, Loss: 0.986 Epoch 17 Batch 318/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.938 Epoch 17 Batch 319/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.935 Epoch 17 Batch 320/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.901 Epoch 17 Batch 321/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.985 Epoch 17 Batch 322/1077 - Train Accuracy: 0.179, Validation Accuracy: 0.227, Loss: 0.847 Epoch 17 Batch 323/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.983 Epoch 17 Batch 324/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.957 Epoch 17 Batch 325/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.921 Epoch 17 Batch 326/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.947 Epoch 17 Batch 327/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.925 Epoch 17 Batch 328/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.982 Epoch 17 Batch 329/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.918 Epoch 17 Batch 330/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.890 Epoch 17 Batch 331/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.226, Loss: 0.980 Epoch 17 Batch 332/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.968 Epoch 17 Batch 333/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.226, Loss: 0.899 Epoch 17 Batch 334/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.937 Epoch 17 Batch 335/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 1.010 Epoch 17 Batch 336/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.992 Epoch 17 Batch 337/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 1.028 Epoch 17 Batch 338/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.992 Epoch 17 Batch 339/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.956 Epoch 17 Batch 340/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.951 Epoch 17 Batch 341/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 1.069 Epoch 17 Batch 342/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.227, Loss: 0.945 Epoch 17 Batch 343/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.941 Epoch 17 Batch 344/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.921 Epoch 17 Batch 345/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 0.996 Epoch 17 Batch 346/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.983 Epoch 17 Batch 347/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.893 Epoch 17 Batch 348/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.227, Loss: 0.924 Epoch 17 Batch 349/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.892 Epoch 17 Batch 350/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.954 Epoch 17 Batch 351/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.227, Loss: 0.974 Epoch 17 Batch 352/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.956 Epoch 17 Batch 353/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.959 Epoch 17 Batch 354/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.968 Epoch 17 Batch 355/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.907 Epoch 17 Batch 356/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.943 Epoch 17 Batch 357/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.967 Epoch 17 Batch 358/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.995 Epoch 17 Batch 359/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.902 Epoch 17 Batch 360/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.963 Epoch 17 Batch 361/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.954 Epoch 17 Batch 362/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.947 Epoch 17 Batch 363/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.935 Epoch 17 Batch 364/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.915 Epoch 17 Batch 365/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.226, Loss: 0.935 Epoch 17 Batch 366/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.919 Epoch 17 Batch 367/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.882 Epoch 17 Batch 368/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.940 Epoch 17 Batch 369/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.956 Epoch 17 Batch 370/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.227, Loss: 0.917 Epoch 17 Batch 371/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.920 Epoch 17 Batch 372/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.951 Epoch 17 Batch 373/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.878 Epoch 17 Batch 374/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.227, Loss: 0.930 Epoch 17 Batch 375/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.227, Loss: 0.920 Epoch 17 Batch 376/1077 - Train Accuracy: 0.223, Validation Accuracy: 0.227, Loss: 0.918 Epoch 17 Batch 377/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.889 Epoch 17 Batch 378/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.929 Epoch 17 Batch 379/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.933 Epoch 17 Batch 380/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.943 Epoch 17 Batch 381/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.956 Epoch 17 Batch 382/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.227, Loss: 0.985 Epoch 17 Batch 383/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.227, Loss: 0.983 Epoch 17 Batch 384/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.939 Epoch 17 Batch 385/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.952 Epoch 17 Batch 386/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.958 Epoch 17 Batch 387/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.982 Epoch 17 Batch 388/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.227, Loss: 0.952 Epoch 17 Batch 389/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.907 Epoch 17 Batch 390/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.227, Loss: 0.873 Epoch 17 Batch 391/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.227, Loss: 0.973 Epoch 17 Batch 392/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.955 Epoch 17 Batch 393/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.915 Epoch 17 Batch 394/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.972 Epoch 17 Batch 395/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.949 Epoch 17 Batch 396/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.970 Epoch 17 Batch 397/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.945 Epoch 17 Batch 398/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 1.003 Epoch 17 Batch 399/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.227, Loss: 0.967 Epoch 17 Batch 400/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.999 Epoch 17 Batch 401/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.992 Epoch 17 Batch 402/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.930 Epoch 17 Batch 403/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.939 Epoch 17 Batch 404/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.226, Loss: 0.964 Epoch 17 Batch 405/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.226, Loss: 0.905 Epoch 17 Batch 406/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.226, Loss: 1.003 Epoch 17 Batch 407/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.998 Epoch 17 Batch 408/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 1.020 Epoch 17 Batch 409/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.966 Epoch 17 Batch 410/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.226, Loss: 0.998 Epoch 17 Batch 411/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.226, Loss: 0.915 Epoch 17 Batch 412/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.882 Epoch 17 Batch 413/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.934 Epoch 17 Batch 414/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.226, Loss: 0.940 Epoch 17 Batch 415/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.937 Epoch 17 Batch 416/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.865 Epoch 17 Batch 417/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 1.048 Epoch 17 Batch 418/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.930 Epoch 17 Batch 419/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.966 Epoch 17 Batch 420/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.913 Epoch 17 Batch 421/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.948 Epoch 17 Batch 422/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.958 Epoch 17 Batch 423/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.965 Epoch 17 Batch 424/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.945 Epoch 17 Batch 425/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.954 Epoch 17 Batch 426/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.984 Epoch 17 Batch 427/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.227, Loss: 0.899 Epoch 17 Batch 428/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.227, Loss: 0.899 Epoch 17 Batch 429/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.999 Epoch 17 Batch 430/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.947 Epoch 17 Batch 431/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.904 Epoch 17 Batch 432/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.923 Epoch 17 Batch 433/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.874 Epoch 17 Batch 434/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.909 Epoch 17 Batch 435/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.979 Epoch 17 Batch 436/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.951 Epoch 17 Batch 437/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.911 Epoch 17 Batch 438/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.933 Epoch 17 Batch 439/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.961 Epoch 17 Batch 440/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.954 Epoch 17 Batch 441/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.227, Loss: 0.948 Epoch 17 Batch 442/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.936 Epoch 17 Batch 443/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.227, Loss: 0.976 Epoch 17 Batch 444/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.949 Epoch 17 Batch 445/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.964 Epoch 17 Batch 446/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 1.015 Epoch 17 Batch 447/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.989 Epoch 17 Batch 448/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.974 Epoch 17 Batch 449/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.981 Epoch 17 Batch 450/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.967 Epoch 17 Batch 451/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 0.949 Epoch 17 Batch 452/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.891 Epoch 17 Batch 453/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.960 Epoch 17 Batch 454/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.976 Epoch 17 Batch 455/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.225, Loss: 0.942 Epoch 17 Batch 456/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.978 Epoch 17 Batch 457/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.907 Epoch 17 Batch 458/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.226, Loss: 0.950 Epoch 17 Batch 459/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.226, Loss: 0.940 Epoch 17 Batch 460/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.942 Epoch 17 Batch 461/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.943 Epoch 17 Batch 462/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.928 Epoch 17 Batch 463/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.966 Epoch 17 Batch 464/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.226, Loss: 0.960 Epoch 17 Batch 465/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.226, Loss: 0.973 Epoch 17 Batch 466/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.987 Epoch 17 Batch 467/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.226, Loss: 1.016 Epoch 17 Batch 468/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.984 Epoch 17 Batch 469/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.926 Epoch 17 Batch 470/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 0.937 Epoch 17 Batch 471/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.932 Epoch 17 Batch 472/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.227, Loss: 0.940 Epoch 17 Batch 473/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.998 Epoch 17 Batch 474/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.942 Epoch 17 Batch 475/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.980 Epoch 17 Batch 476/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.227, Loss: 0.918 Epoch 17 Batch 477/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.227, Loss: 0.912 Epoch 17 Batch 478/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.227, Loss: 0.899 Epoch 17 Batch 479/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.949 Epoch 17 Batch 480/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 0.906 Epoch 17 Batch 481/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 1.035 Epoch 17 Batch 482/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 0.902 Epoch 17 Batch 483/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.977 Epoch 17 Batch 484/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.913 Epoch 17 Batch 485/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.953 Epoch 17 Batch 486/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.226, Loss: 0.964 Epoch 17 Batch 487/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.226, Loss: 1.007 Epoch 17 Batch 488/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.226, Loss: 0.950 Epoch 17 Batch 489/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.851 Epoch 17 Batch 490/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.225, Loss: 0.979 Epoch 17 Batch 491/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.908 Epoch 17 Batch 492/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 1.033 Epoch 17 Batch 493/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.921 Epoch 17 Batch 494/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.979 Epoch 17 Batch 495/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.226, Loss: 0.929 Epoch 17 Batch 496/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.906 Epoch 17 Batch 497/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.226, Loss: 0.970 Epoch 17 Batch 498/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.935 Epoch 17 Batch 499/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.225, Loss: 1.017 Epoch 17 Batch 500/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.957 Epoch 17 Batch 501/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.949 Epoch 17 Batch 502/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.956 Epoch 17 Batch 503/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.968 Epoch 17 Batch 504/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.958 Epoch 17 Batch 505/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.923 Epoch 17 Batch 506/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.915 Epoch 17 Batch 507/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.226, Loss: 0.933 Epoch 17 Batch 508/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 0.962 Epoch 17 Batch 509/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.955 Epoch 17 Batch 510/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.996 Epoch 17 Batch 511/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.226, Loss: 0.958 Epoch 17 Batch 512/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.956 Epoch 17 Batch 513/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.902 Epoch 17 Batch 514/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 1.015 Epoch 17 Batch 515/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 1.001 Epoch 17 Batch 516/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.959 Epoch 17 Batch 517/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.957 Epoch 17 Batch 518/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.889 Epoch 17 Batch 519/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.910 Epoch 17 Batch 520/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.917 Epoch 17 Batch 521/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.226, Loss: 0.914 Epoch 17 Batch 522/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.986 Epoch 17 Batch 523/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.955 Epoch 17 Batch 524/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.936 Epoch 17 Batch 525/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.971 Epoch 17 Batch 526/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.953 Epoch 17 Batch 527/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.226, Loss: 0.982 Epoch 17 Batch 528/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.933 Epoch 17 Batch 529/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.966 Epoch 17 Batch 530/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 1.044 Epoch 17 Batch 531/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 1.006 Epoch 17 Batch 532/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.226, Loss: 0.975 Epoch 17 Batch 533/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 1.004 Epoch 17 Batch 534/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.905 Epoch 17 Batch 535/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.932 Epoch 17 Batch 536/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 1.000 Epoch 17 Batch 537/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.869 Epoch 17 Batch 538/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.932 Epoch 17 Batch 539/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.923 Epoch 17 Batch 540/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.960 Epoch 17 Batch 541/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.977 Epoch 17 Batch 542/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.960 Epoch 17 Batch 543/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.971 Epoch 17 Batch 544/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.907 Epoch 17 Batch 545/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.962 Epoch 17 Batch 546/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.961 Epoch 17 Batch 547/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.967 Epoch 17 Batch 548/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.948 Epoch 17 Batch 549/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.981 Epoch 17 Batch 550/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.936 Epoch 17 Batch 551/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 1.012 Epoch 17 Batch 552/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.938 Epoch 17 Batch 553/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.942 Epoch 17 Batch 554/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.226, Loss: 0.943 Epoch 17 Batch 555/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.960 Epoch 17 Batch 556/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.954 Epoch 17 Batch 557/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.972 Epoch 17 Batch 558/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.984 Epoch 17 Batch 559/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.940 Epoch 17 Batch 560/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.983 Epoch 17 Batch 561/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.970 Epoch 17 Batch 562/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.967 Epoch 17 Batch 563/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.976 Epoch 17 Batch 564/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.226, Loss: 0.980 Epoch 17 Batch 565/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 1.001 Epoch 17 Batch 566/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.877 Epoch 17 Batch 567/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.976 Epoch 17 Batch 568/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.982 Epoch 17 Batch 569/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.941 Epoch 17 Batch 570/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 0.988 Epoch 17 Batch 571/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.226, Loss: 0.924 Epoch 17 Batch 572/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.932 Epoch 17 Batch 573/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.962 Epoch 17 Batch 574/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 0.937 Epoch 17 Batch 575/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.920 Epoch 17 Batch 576/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 0.960 Epoch 17 Batch 577/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 0.970 Epoch 17 Batch 578/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.956 Epoch 17 Batch 579/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.862 Epoch 17 Batch 580/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.967 Epoch 17 Batch 581/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.855 Epoch 17 Batch 582/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.906 Epoch 17 Batch 583/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 0.953 Epoch 17 Batch 584/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.931 Epoch 17 Batch 585/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.973 Epoch 17 Batch 586/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 0.907 Epoch 17 Batch 587/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.972 Epoch 17 Batch 588/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.911 Epoch 17 Batch 589/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.225, Loss: 0.957 Epoch 17 Batch 590/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.224, Loss: 0.997 Epoch 17 Batch 591/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.224, Loss: 0.972 Epoch 17 Batch 592/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.224, Loss: 0.894 Epoch 17 Batch 593/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.224, Loss: 0.944 Epoch 17 Batch 594/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.224, Loss: 0.959 Epoch 17 Batch 595/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.224, Loss: 0.975 Epoch 17 Batch 596/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.225, Loss: 0.916 Epoch 17 Batch 597/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.225, Loss: 0.951 Epoch 17 Batch 598/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.915 Epoch 17 Batch 599/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.975 Epoch 17 Batch 600/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.959 Epoch 17 Batch 601/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.226, Loss: 0.980 Epoch 17 Batch 602/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.973 Epoch 17 Batch 603/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.906 Epoch 17 Batch 604/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.225, Loss: 0.909 Epoch 17 Batch 605/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 0.916 Epoch 17 Batch 606/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.226, Loss: 0.986 Epoch 17 Batch 607/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.226, Loss: 0.961 Epoch 17 Batch 608/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.973 Epoch 17 Batch 609/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.226, Loss: 0.954 Epoch 17 Batch 610/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.226, Loss: 0.985 Epoch 17 Batch 611/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.226, Loss: 0.980 Epoch 17 Batch 612/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.225, Loss: 0.968 Epoch 17 Batch 613/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.960 Epoch 17 Batch 614/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.225, Loss: 0.991 Epoch 17 Batch 615/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.924 Epoch 17 Batch 616/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.225, Loss: 0.990 Epoch 17 Batch 617/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.958 Epoch 17 Batch 618/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.993 Epoch 17 Batch 619/1077 - Train Accuracy: 0.101, Validation Accuracy: 0.227, Loss: 0.970 Epoch 17 Batch 620/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.938 Epoch 17 Batch 621/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.971 Epoch 17 Batch 622/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.227, Loss: 0.913 Epoch 17 Batch 623/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.954 Epoch 17 Batch 624/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.991 Epoch 17 Batch 625/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.922 Epoch 17 Batch 626/1077 - Train Accuracy: 0.221, Validation Accuracy: 0.226, Loss: 0.911 Epoch 17 Batch 627/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.960 Epoch 17 Batch 628/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.954 Epoch 17 Batch 629/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.226, Loss: 0.933 Epoch 17 Batch 630/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.961 Epoch 17 Batch 631/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.999 Epoch 17 Batch 632/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.925 Epoch 17 Batch 633/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.874 Epoch 17 Batch 634/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 0.990 Epoch 17 Batch 635/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.226, Loss: 0.981 Epoch 17 Batch 636/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.933 Epoch 17 Batch 637/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.910 Epoch 17 Batch 638/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.226, Loss: 0.960 Epoch 17 Batch 639/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.932 Epoch 17 Batch 640/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.952 Epoch 17 Batch 641/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.951 Epoch 17 Batch 642/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.954 Epoch 17 Batch 643/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.970 Epoch 17 Batch 644/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.929 Epoch 17 Batch 645/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.226, Loss: 0.946 Epoch 17 Batch 646/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.225, Loss: 0.944 Epoch 17 Batch 647/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.944 Epoch 17 Batch 648/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.225, Loss: 0.945 Epoch 17 Batch 649/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.897 Epoch 17 Batch 650/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.907 Epoch 17 Batch 651/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.986 Epoch 17 Batch 652/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 0.957 Epoch 17 Batch 653/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.929 Epoch 17 Batch 654/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 1.022 Epoch 17 Batch 655/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.225, Loss: 1.003 Epoch 17 Batch 656/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.929 Epoch 17 Batch 657/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.225, Loss: 0.948 Epoch 17 Batch 658/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.986 Epoch 17 Batch 659/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.225, Loss: 0.942 Epoch 17 Batch 660/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.941 Epoch 17 Batch 661/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.225, Loss: 0.942 Epoch 17 Batch 662/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.920 Epoch 17 Batch 663/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.225, Loss: 0.984 Epoch 17 Batch 664/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.940 Epoch 17 Batch 665/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.225, Loss: 0.955 Epoch 17 Batch 666/1077 - Train Accuracy: 0.103, Validation Accuracy: 0.225, Loss: 0.926 Epoch 17 Batch 667/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.225, Loss: 0.991 Epoch 17 Batch 668/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.974 Epoch 17 Batch 669/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.225, Loss: 0.943 Epoch 17 Batch 670/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.225, Loss: 0.920 Epoch 17 Batch 671/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.225, Loss: 0.986 Epoch 17 Batch 672/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.926 Epoch 17 Batch 673/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.226, Loss: 0.954 Epoch 17 Batch 674/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.998 Epoch 17 Batch 675/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 0.940 Epoch 17 Batch 676/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 1.001 Epoch 17 Batch 677/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.956 Epoch 17 Batch 678/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.932 Epoch 17 Batch 679/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.225, Loss: 0.964 Epoch 17 Batch 680/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.225, Loss: 0.970 Epoch 17 Batch 681/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.946 Epoch 17 Batch 682/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.225, Loss: 0.935 Epoch 17 Batch 683/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.898 Epoch 17 Batch 684/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.929 Epoch 17 Batch 685/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.225, Loss: 0.926 Epoch 17 Batch 686/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.225, Loss: 0.923 Epoch 17 Batch 687/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.973 Epoch 17 Batch 688/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.990 Epoch 17 Batch 689/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.952 Epoch 17 Batch 690/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 1.019 Epoch 17 Batch 691/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.225, Loss: 0.913 Epoch 17 Batch 692/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.225, Loss: 0.898 Epoch 17 Batch 693/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.226, Loss: 0.950 Epoch 17 Batch 694/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.225, Loss: 0.957 Epoch 17 Batch 695/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.225, Loss: 0.976 Epoch 17 Batch 696/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.225, Loss: 0.972 Epoch 17 Batch 697/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.953 Epoch 17 Batch 698/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.225, Loss: 0.922 Epoch 17 Batch 699/1077 - Train Accuracy: 0.103, Validation Accuracy: 0.225, Loss: 0.915 Epoch 17 Batch 700/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.904 Epoch 17 Batch 701/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.225, Loss: 0.885 Epoch 17 Batch 702/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.226, Loss: 0.930 Epoch 17 Batch 703/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.918 Epoch 17 Batch 704/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.909 Epoch 17 Batch 705/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.227, Loss: 0.990 Epoch 17 Batch 706/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.942 Epoch 17 Batch 707/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.928 Epoch 17 Batch 708/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.940 Epoch 17 Batch 709/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.935 Epoch 17 Batch 710/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.934 Epoch 17 Batch 711/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.881 Epoch 17 Batch 712/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.935 Epoch 17 Batch 713/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.227, Loss: 0.943 Epoch 17 Batch 714/1077 - Train Accuracy: 0.181, Validation Accuracy: 0.227, Loss: 0.951 Epoch 17 Batch 715/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.929 Epoch 17 Batch 716/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.995 Epoch 17 Batch 717/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.226, Loss: 0.904 Epoch 17 Batch 718/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.864 Epoch 17 Batch 719/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.976 Epoch 17 Batch 720/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 0.944 Epoch 17 Batch 721/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.979 Epoch 17 Batch 722/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.973 Epoch 17 Batch 723/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.947 Epoch 17 Batch 724/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.226, Loss: 0.933 Epoch 17 Batch 725/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.227, Loss: 0.987 Epoch 17 Batch 726/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.226, Loss: 0.922 Epoch 17 Batch 727/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.948 Epoch 17 Batch 728/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.226, Loss: 0.916 Epoch 17 Batch 729/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.955 Epoch 17 Batch 730/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.907 Epoch 17 Batch 731/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 0.972 Epoch 17 Batch 732/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 0.921 Epoch 17 Batch 733/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.891 Epoch 17 Batch 734/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.227, Loss: 0.957 Epoch 17 Batch 735/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.931 Epoch 17 Batch 736/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.227, Loss: 0.920 Epoch 17 Batch 737/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.906 Epoch 17 Batch 738/1077 - Train Accuracy: 0.288, Validation Accuracy: 0.227, Loss: 0.904 Epoch 17 Batch 739/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.939 Epoch 17 Batch 740/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.976 Epoch 17 Batch 741/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.996 Epoch 17 Batch 742/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.951 Epoch 17 Batch 743/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.919 Epoch 17 Batch 744/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.226, Loss: 0.887 Epoch 17 Batch 745/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.956 Epoch 17 Batch 746/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.928 Epoch 17 Batch 747/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.910 Epoch 17 Batch 748/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.226, Loss: 0.924 Epoch 17 Batch 749/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.938 Epoch 17 Batch 750/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 0.934 Epoch 17 Batch 751/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.225, Loss: 0.925 Epoch 17 Batch 752/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.965 Epoch 17 Batch 753/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.955 Epoch 17 Batch 754/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.915 Epoch 17 Batch 755/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.927 Epoch 17 Batch 756/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.896 Epoch 17 Batch 757/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.226, Loss: 0.977 Epoch 17 Batch 758/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.939 Epoch 17 Batch 759/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.928 Epoch 17 Batch 760/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.963 Epoch 17 Batch 761/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.227, Loss: 0.889 Epoch 17 Batch 762/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.953 Epoch 17 Batch 763/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.226, Loss: 0.953 Epoch 17 Batch 764/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 0.897 Epoch 17 Batch 765/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.898 Epoch 17 Batch 766/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.924 Epoch 17 Batch 767/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.975 Epoch 17 Batch 768/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.964 Epoch 17 Batch 769/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.954 Epoch 17 Batch 770/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.226, Loss: 0.908 Epoch 17 Batch 771/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.936 Epoch 17 Batch 772/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.227, Loss: 0.975 Epoch 17 Batch 773/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.981 Epoch 17 Batch 774/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.942 Epoch 17 Batch 775/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.896 Epoch 17 Batch 776/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.902 Epoch 17 Batch 777/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.884 Epoch 17 Batch 778/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.923 Epoch 17 Batch 779/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.905 Epoch 17 Batch 780/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.992 Epoch 17 Batch 781/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 0.882 Epoch 17 Batch 782/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.923 Epoch 17 Batch 783/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.911 Epoch 17 Batch 784/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.982 Epoch 17 Batch 785/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 0.903 Epoch 17 Batch 786/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.924 Epoch 17 Batch 787/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.946 Epoch 17 Batch 788/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.988 Epoch 17 Batch 789/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.227, Loss: 0.975 Epoch 17 Batch 790/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.888 Epoch 17 Batch 791/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.985 Epoch 17 Batch 792/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.935 Epoch 17 Batch 793/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.909 Epoch 17 Batch 794/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.226, Loss: 0.933 Epoch 17 Batch 795/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.981 Epoch 17 Batch 796/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.973 Epoch 17 Batch 797/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.962 Epoch 17 Batch 798/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.961 Epoch 17 Batch 799/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.227, Loss: 0.957 Epoch 17 Batch 800/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.905 Epoch 17 Batch 801/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.949 Epoch 17 Batch 802/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.910 Epoch 17 Batch 803/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.976 Epoch 17 Batch 804/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.906 Epoch 17 Batch 805/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.227, Loss: 0.883 Epoch 17 Batch 806/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.227, Loss: 0.940 Epoch 17 Batch 807/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.957 Epoch 17 Batch 808/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.904 Epoch 17 Batch 809/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.228, Loss: 0.937 Epoch 17 Batch 810/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.907 Epoch 17 Batch 811/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.941 Epoch 17 Batch 812/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.931 Epoch 17 Batch 813/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 1.005 Epoch 17 Batch 814/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.975 Epoch 17 Batch 815/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.888 Epoch 17 Batch 816/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.228, Loss: 0.962 Epoch 17 Batch 817/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.930 Epoch 17 Batch 818/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.924 Epoch 17 Batch 819/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.922 Epoch 17 Batch 820/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.967 Epoch 17 Batch 821/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.977 Epoch 17 Batch 822/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.951 Epoch 17 Batch 823/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.980 Epoch 17 Batch 824/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.866 Epoch 17 Batch 825/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.931 Epoch 17 Batch 826/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.894 Epoch 17 Batch 827/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.228, Loss: 0.937 Epoch 17 Batch 828/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.928 Epoch 17 Batch 829/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.972 Epoch 17 Batch 830/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.982 Epoch 17 Batch 831/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.228, Loss: 1.014 Epoch 17 Batch 832/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.982 Epoch 17 Batch 833/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.944 Epoch 17 Batch 834/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.228, Loss: 0.883 Epoch 17 Batch 835/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.972 Epoch 17 Batch 836/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.953 Epoch 17 Batch 837/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.906 Epoch 17 Batch 838/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.963 Epoch 17 Batch 839/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.976 Epoch 17 Batch 840/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.953 Epoch 17 Batch 841/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.958 Epoch 17 Batch 842/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.911 Epoch 17 Batch 843/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.944 Epoch 17 Batch 844/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.974 Epoch 17 Batch 845/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.935 Epoch 17 Batch 846/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.229, Loss: 0.999 Epoch 17 Batch 847/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.976 Epoch 17 Batch 848/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.913 Epoch 17 Batch 849/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.950 Epoch 17 Batch 850/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.950 Epoch 17 Batch 851/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.962 Epoch 17 Batch 852/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.985 Epoch 17 Batch 853/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.907 Epoch 17 Batch 854/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.965 Epoch 17 Batch 855/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.917 Epoch 17 Batch 856/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.229, Loss: 0.945 Epoch 17 Batch 857/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.967 Epoch 17 Batch 858/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.984 Epoch 17 Batch 859/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.229, Loss: 0.988 Epoch 17 Batch 860/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.954 Epoch 17 Batch 861/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.959 Epoch 17 Batch 862/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.897 Epoch 17 Batch 863/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.954 Epoch 17 Batch 864/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.944 Epoch 17 Batch 865/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.228, Loss: 0.966 Epoch 17 Batch 866/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.914 Epoch 17 Batch 867/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 1.051 Epoch 17 Batch 868/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.971 Epoch 17 Batch 869/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.929 Epoch 17 Batch 870/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.228, Loss: 0.911 Epoch 17 Batch 871/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.972 Epoch 17 Batch 872/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.983 Epoch 17 Batch 873/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.962 Epoch 17 Batch 874/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.964 Epoch 17 Batch 875/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.907 Epoch 17 Batch 876/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.966 Epoch 17 Batch 877/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.890 Epoch 17 Batch 878/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.955 Epoch 17 Batch 879/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.893 Epoch 17 Batch 880/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.962 Epoch 17 Batch 881/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.966 Epoch 17 Batch 882/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 1.024 Epoch 17 Batch 883/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.998 Epoch 17 Batch 884/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 1.000 Epoch 17 Batch 885/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.228, Loss: 0.893 Epoch 17 Batch 886/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.966 Epoch 17 Batch 887/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.990 Epoch 17 Batch 888/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 0.956 Epoch 17 Batch 889/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.981 Epoch 17 Batch 890/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.228, Loss: 0.959 Epoch 17 Batch 891/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 1.021 Epoch 17 Batch 892/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.909 Epoch 17 Batch 893/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.934 Epoch 17 Batch 894/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.969 Epoch 17 Batch 895/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.927 Epoch 17 Batch 896/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.229, Loss: 0.947 Epoch 17 Batch 897/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.982 Epoch 17 Batch 898/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.995 Epoch 17 Batch 899/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.998 Epoch 17 Batch 900/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.898 Epoch 17 Batch 901/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.891 Epoch 17 Batch 902/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.926 Epoch 17 Batch 903/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.966 Epoch 17 Batch 904/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.947 Epoch 17 Batch 905/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.912 Epoch 17 Batch 906/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.900 Epoch 17 Batch 907/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.884 Epoch 17 Batch 908/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.957 Epoch 17 Batch 909/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.927 Epoch 17 Batch 910/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.923 Epoch 17 Batch 911/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.228, Loss: 0.969 Epoch 17 Batch 912/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.956 Epoch 17 Batch 913/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.979 Epoch 17 Batch 914/1077 - Train Accuracy: 0.296, Validation Accuracy: 0.228, Loss: 0.936 Epoch 17 Batch 915/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 1.032 Epoch 17 Batch 916/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.950 Epoch 17 Batch 917/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.977 Epoch 17 Batch 918/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.229, Loss: 0.942 Epoch 17 Batch 919/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.229, Loss: 0.974 Epoch 17 Batch 920/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.991 Epoch 17 Batch 921/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.929 Epoch 17 Batch 922/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.903 Epoch 17 Batch 923/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.992 Epoch 17 Batch 924/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.945 Epoch 17 Batch 925/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.953 Epoch 17 Batch 926/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 1.001 Epoch 17 Batch 927/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 0.963 Epoch 17 Batch 928/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.972 Epoch 17 Batch 929/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.992 Epoch 17 Batch 930/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.873 Epoch 17 Batch 931/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.918 Epoch 17 Batch 932/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.971 Epoch 17 Batch 933/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.947 Epoch 17 Batch 934/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.958 Epoch 17 Batch 935/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.980 Epoch 17 Batch 936/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.925 Epoch 17 Batch 937/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.228, Loss: 0.956 Epoch 17 Batch 938/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.937 Epoch 17 Batch 939/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.952 Epoch 17 Batch 940/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.865 Epoch 17 Batch 941/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.978 Epoch 17 Batch 942/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.944 Epoch 17 Batch 943/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.951 Epoch 17 Batch 944/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.923 Epoch 17 Batch 945/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.958 Epoch 17 Batch 946/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.923 Epoch 17 Batch 947/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.974 Epoch 17 Batch 948/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.968 Epoch 17 Batch 949/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 0.917 Epoch 17 Batch 950/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 1.003 Epoch 17 Batch 951/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.973 Epoch 17 Batch 952/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.961 Epoch 17 Batch 953/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.963 Epoch 17 Batch 954/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.965 Epoch 17 Batch 955/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.957 Epoch 17 Batch 956/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.969 Epoch 17 Batch 957/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.981 Epoch 17 Batch 958/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.947 Epoch 17 Batch 959/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.956 Epoch 17 Batch 960/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.956 Epoch 17 Batch 961/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.947 Epoch 17 Batch 962/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 1.015 Epoch 17 Batch 963/1077 - Train Accuracy: 0.065, Validation Accuracy: 0.228, Loss: 0.929 Epoch 17 Batch 964/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.898 Epoch 17 Batch 965/1077 - Train Accuracy: 0.103, Validation Accuracy: 0.228, Loss: 0.981 Epoch 17 Batch 966/1077 - Train Accuracy: 0.258, Validation Accuracy: 0.228, Loss: 0.956 Epoch 17 Batch 967/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.931 Epoch 17 Batch 968/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.227, Loss: 0.967 Epoch 17 Batch 969/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.913 Epoch 17 Batch 970/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.925 Epoch 17 Batch 971/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.960 Epoch 17 Batch 972/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.227, Loss: 0.980 Epoch 17 Batch 973/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.926 Epoch 17 Batch 974/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.951 Epoch 17 Batch 975/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.227, Loss: 0.941 Epoch 17 Batch 976/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.912 Epoch 17 Batch 977/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.901 Epoch 17 Batch 978/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.893 Epoch 17 Batch 979/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.227, Loss: 0.991 Epoch 17 Batch 980/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.896 Epoch 17 Batch 981/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.935 Epoch 17 Batch 982/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.922 Epoch 17 Batch 983/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.926 Epoch 17 Batch 984/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 1.007 Epoch 17 Batch 985/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.228, Loss: 0.918 Epoch 17 Batch 986/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.962 Epoch 17 Batch 987/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.906 Epoch 17 Batch 988/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.227, Loss: 0.989 Epoch 17 Batch 989/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.957 Epoch 17 Batch 990/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.227, Loss: 0.962 Epoch 17 Batch 991/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.227, Loss: 0.904 Epoch 17 Batch 992/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.955 Epoch 17 Batch 993/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.964 Epoch 17 Batch 994/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.951 Epoch 17 Batch 995/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.958 Epoch 17 Batch 996/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.943 Epoch 17 Batch 997/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.228, Loss: 0.975 Epoch 17 Batch 998/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.947 Epoch 17 Batch 999/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.942 Epoch 17 Batch 1000/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.905 Epoch 17 Batch 1001/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.228, Loss: 0.930 Epoch 17 Batch 1002/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.227, Loss: 0.906 Epoch 17 Batch 1003/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.227, Loss: 0.906 Epoch 17 Batch 1004/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.926 Epoch 17 Batch 1005/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.986 Epoch 17 Batch 1006/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 1.003 Epoch 17 Batch 1007/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.884 Epoch 17 Batch 1008/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.998 Epoch 17 Batch 1009/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.964 Epoch 17 Batch 1010/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 1.011 Epoch 17 Batch 1011/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.986 Epoch 17 Batch 1012/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.228, Loss: 0.956 Epoch 17 Batch 1013/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.944 Epoch 17 Batch 1014/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 1.005 Epoch 17 Batch 1015/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.921 Epoch 17 Batch 1016/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.971 Epoch 17 Batch 1017/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.227, Loss: 0.884 Epoch 17 Batch 1018/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.914 Epoch 17 Batch 1019/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.939 Epoch 17 Batch 1020/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.906 Epoch 17 Batch 1021/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.941 Epoch 17 Batch 1022/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.892 Epoch 17 Batch 1023/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.227, Loss: 0.877 Epoch 17 Batch 1024/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.887 Epoch 17 Batch 1025/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.918 Epoch 17 Batch 1026/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.869 Epoch 17 Batch 1027/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.945 Epoch 17 Batch 1028/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.227, Loss: 0.934 Epoch 17 Batch 1029/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.954 Epoch 17 Batch 1030/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.991 Epoch 17 Batch 1031/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.227, Loss: 0.969 Epoch 17 Batch 1032/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.971 Epoch 17 Batch 1033/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.947 Epoch 17 Batch 1034/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.227, Loss: 0.916 Epoch 17 Batch 1035/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.927 Epoch 17 Batch 1036/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.941 Epoch 17 Batch 1037/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.227, Loss: 0.972 Epoch 17 Batch 1038/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.958 Epoch 17 Batch 1039/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.227, Loss: 0.923 Epoch 17 Batch 1040/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 0.949 Epoch 17 Batch 1041/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.980 Epoch 17 Batch 1042/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.897 Epoch 17 Batch 1043/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.227, Loss: 0.912 Epoch 17 Batch 1044/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.949 Epoch 17 Batch 1045/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.866 Epoch 17 Batch 1046/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.957 Epoch 17 Batch 1047/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.886 Epoch 17 Batch 1048/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.955 Epoch 17 Batch 1049/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.983 Epoch 17 Batch 1050/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.943 Epoch 17 Batch 1051/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.932 Epoch 17 Batch 1052/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 0.989 Epoch 17 Batch 1053/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.948 Epoch 17 Batch 1054/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 0.968 Epoch 17 Batch 1055/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 1.007 Epoch 17 Batch 1056/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.933 Epoch 17 Batch 1057/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.901 Epoch 17 Batch 1058/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.229, Loss: 0.943 Epoch 17 Batch 1059/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.962 Epoch 17 Batch 1060/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.925 Epoch 17 Batch 1061/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.948 Epoch 17 Batch 1062/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.926 Epoch 17 Batch 1063/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.966 Epoch 17 Batch 1064/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.982 Epoch 17 Batch 1065/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.957 Epoch 17 Batch 1066/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.974 Epoch 17 Batch 1067/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.984 Epoch 17 Batch 1068/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.929 Epoch 17 Batch 1069/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.964 Epoch 17 Batch 1070/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.947 Epoch 17 Batch 1071/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.933 Epoch 17 Batch 1072/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 1.013 Epoch 17 Batch 1073/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.942 Epoch 17 Batch 1074/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.945 Epoch 17 Batch 1075/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.940 Epoch 18 Batch 0/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.931 Epoch 18 Batch 1/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.933 Epoch 18 Batch 2/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.930 Epoch 18 Batch 3/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.920 Epoch 18 Batch 4/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.962 Epoch 18 Batch 5/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.932 Epoch 18 Batch 6/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.986 Epoch 18 Batch 7/1077 - Train Accuracy: 0.140, Validation Accuracy: 0.228, Loss: 1.026 Epoch 18 Batch 8/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 0.951 Epoch 18 Batch 9/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 1.018 Epoch 18 Batch 10/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.228, Loss: 0.939 Epoch 18 Batch 11/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.930 Epoch 18 Batch 12/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.965 Epoch 18 Batch 13/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.931 Epoch 18 Batch 14/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.930 Epoch 18 Batch 15/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.947 Epoch 18 Batch 16/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.888 Epoch 18 Batch 17/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.925 Epoch 18 Batch 18/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.943 Epoch 18 Batch 19/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.912 Epoch 18 Batch 20/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.947 Epoch 18 Batch 21/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.968 Epoch 18 Batch 22/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.931 Epoch 18 Batch 23/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.943 Epoch 18 Batch 24/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.843 Epoch 18 Batch 25/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.911 Epoch 18 Batch 26/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.975 Epoch 18 Batch 27/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.911 Epoch 18 Batch 28/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.985 Epoch 18 Batch 29/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.932 Epoch 18 Batch 30/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.946 Epoch 18 Batch 31/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.952 Epoch 18 Batch 32/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.920 Epoch 18 Batch 33/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.934 Epoch 18 Batch 34/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.952 Epoch 18 Batch 35/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.910 Epoch 18 Batch 36/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.892 Epoch 18 Batch 37/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.947 Epoch 18 Batch 38/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.228, Loss: 0.921 Epoch 18 Batch 39/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.948 Epoch 18 Batch 40/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.941 Epoch 18 Batch 41/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.918 Epoch 18 Batch 42/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.988 Epoch 18 Batch 43/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.228, Loss: 1.012 Epoch 18 Batch 44/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.228, Loss: 0.940 Epoch 18 Batch 45/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.917 Epoch 18 Batch 46/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.228, Loss: 0.937 Epoch 18 Batch 47/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.893 Epoch 18 Batch 48/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.976 Epoch 18 Batch 49/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.228, Loss: 0.908 Epoch 18 Batch 50/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.929 Epoch 18 Batch 51/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.921 Epoch 18 Batch 52/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.954 Epoch 18 Batch 53/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.227, Loss: 0.986 Epoch 18 Batch 54/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.986 Epoch 18 Batch 55/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.956 Epoch 18 Batch 56/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.894 Epoch 18 Batch 57/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.227, Loss: 0.914 Epoch 18 Batch 58/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.949 Epoch 18 Batch 59/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.933 Epoch 18 Batch 60/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.888 Epoch 18 Batch 61/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.876 Epoch 18 Batch 62/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.227, Loss: 0.878 Epoch 18 Batch 63/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.227, Loss: 0.883 Epoch 18 Batch 64/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.905 Epoch 18 Batch 65/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.227, Loss: 0.849 Epoch 18 Batch 66/1077 - Train Accuracy: 0.180, Validation Accuracy: 0.227, Loss: 0.926 Epoch 18 Batch 67/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.227, Loss: 0.966 Epoch 18 Batch 68/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.903 Epoch 18 Batch 69/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 1.004 Epoch 18 Batch 70/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.956 Epoch 18 Batch 71/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.889 Epoch 18 Batch 72/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.935 Epoch 18 Batch 73/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.952 Epoch 18 Batch 74/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.917 Epoch 18 Batch 75/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.997 Epoch 18 Batch 76/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.894 Epoch 18 Batch 77/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.942 Epoch 18 Batch 78/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.228, Loss: 0.912 Epoch 18 Batch 79/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.939 Epoch 18 Batch 80/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.998 Epoch 18 Batch 81/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.228, Loss: 0.938 Epoch 18 Batch 82/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.228, Loss: 0.993 Epoch 18 Batch 83/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.935 Epoch 18 Batch 84/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.953 Epoch 18 Batch 85/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.954 Epoch 18 Batch 86/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.944 Epoch 18 Batch 87/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.972 Epoch 18 Batch 88/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.883 Epoch 18 Batch 89/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.901 Epoch 18 Batch 90/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.953 Epoch 18 Batch 91/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.917 Epoch 18 Batch 92/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.908 Epoch 18 Batch 93/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.957 Epoch 18 Batch 94/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.919 Epoch 18 Batch 95/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.957 Epoch 18 Batch 96/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.906 Epoch 18 Batch 97/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.876 Epoch 18 Batch 98/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.950 Epoch 18 Batch 99/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.954 Epoch 18 Batch 100/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.956 Epoch 18 Batch 101/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.927 Epoch 18 Batch 102/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.928 Epoch 18 Batch 103/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.228, Loss: 0.963 Epoch 18 Batch 104/1077 - Train Accuracy: 0.099, Validation Accuracy: 0.228, Loss: 0.915 Epoch 18 Batch 105/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.982 Epoch 18 Batch 106/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.228, Loss: 0.889 Epoch 18 Batch 107/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.228, Loss: 0.959 Epoch 18 Batch 108/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.229, Loss: 0.985 Epoch 18 Batch 109/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.932 Epoch 18 Batch 110/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.229, Loss: 0.952 Epoch 18 Batch 111/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.909 Epoch 18 Batch 112/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.890 Epoch 18 Batch 113/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.898 Epoch 18 Batch 114/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.935 Epoch 18 Batch 115/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.898 Epoch 18 Batch 116/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.228, Loss: 0.980 Epoch 18 Batch 117/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.912 Epoch 18 Batch 118/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.975 Epoch 18 Batch 119/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.890 Epoch 18 Batch 120/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.913 Epoch 18 Batch 121/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 1.048 Epoch 18 Batch 122/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.947 Epoch 18 Batch 123/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 0.913 Epoch 18 Batch 124/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.895 Epoch 18 Batch 125/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.930 Epoch 18 Batch 126/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.968 Epoch 18 Batch 127/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.932 Epoch 18 Batch 128/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.227, Loss: 0.923 Epoch 18 Batch 129/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.921 Epoch 18 Batch 130/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 0.901 Epoch 18 Batch 131/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.954 Epoch 18 Batch 132/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.995 Epoch 18 Batch 133/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.227, Loss: 0.897 Epoch 18 Batch 134/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.914 Epoch 18 Batch 135/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 0.982 Epoch 18 Batch 136/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.897 Epoch 18 Batch 137/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.907 Epoch 18 Batch 138/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.947 Epoch 18 Batch 139/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.935 Epoch 18 Batch 140/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.227, Loss: 0.971 Epoch 18 Batch 141/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.936 Epoch 18 Batch 142/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.931 Epoch 18 Batch 143/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.986 Epoch 18 Batch 144/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.227, Loss: 1.025 Epoch 18 Batch 145/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.944 Epoch 18 Batch 146/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.951 Epoch 18 Batch 147/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.893 Epoch 18 Batch 148/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.227, Loss: 0.981 Epoch 18 Batch 149/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.905 Epoch 18 Batch 150/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.950 Epoch 18 Batch 151/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.931 Epoch 18 Batch 152/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.944 Epoch 18 Batch 153/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.896 Epoch 18 Batch 154/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.968 Epoch 18 Batch 155/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.906 Epoch 18 Batch 156/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.904 Epoch 18 Batch 157/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.951 Epoch 18 Batch 158/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.944 Epoch 18 Batch 159/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.922 Epoch 18 Batch 160/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.925 Epoch 18 Batch 161/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.886 Epoch 18 Batch 162/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.903 Epoch 18 Batch 163/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.227, Loss: 0.952 Epoch 18 Batch 164/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.976 Epoch 18 Batch 165/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.952 Epoch 18 Batch 166/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 0.964 Epoch 18 Batch 167/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.910 Epoch 18 Batch 168/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.889 Epoch 18 Batch 169/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.227, Loss: 0.909 Epoch 18 Batch 170/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.227, Loss: 0.889 Epoch 18 Batch 171/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.227, Loss: 0.933 Epoch 18 Batch 172/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.227, Loss: 0.919 Epoch 18 Batch 173/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.227, Loss: 0.943 Epoch 18 Batch 174/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.880 Epoch 18 Batch 175/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.936 Epoch 18 Batch 176/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.963 Epoch 18 Batch 177/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.905 Epoch 18 Batch 178/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.830 Epoch 18 Batch 179/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.228, Loss: 0.906 Epoch 18 Batch 180/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.919 Epoch 18 Batch 181/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.978 Epoch 18 Batch 182/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.943 Epoch 18 Batch 183/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.902 Epoch 18 Batch 184/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.954 Epoch 18 Batch 185/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.913 Epoch 18 Batch 186/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.964 Epoch 18 Batch 187/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.962 Epoch 18 Batch 188/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.936 Epoch 18 Batch 189/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.930 Epoch 18 Batch 190/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.918 Epoch 18 Batch 191/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.228, Loss: 0.909 Epoch 18 Batch 192/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.972 Epoch 18 Batch 193/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.898 Epoch 18 Batch 194/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.956 Epoch 18 Batch 195/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.941 Epoch 18 Batch 196/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.896 Epoch 18 Batch 197/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.957 Epoch 18 Batch 198/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.991 Epoch 18 Batch 199/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.985 Epoch 18 Batch 200/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.947 Epoch 18 Batch 201/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.975 Epoch 18 Batch 202/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.948 Epoch 18 Batch 203/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.894 Epoch 18 Batch 204/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.059 Epoch 18 Batch 205/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.963 Epoch 18 Batch 206/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.930 Epoch 18 Batch 207/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.907 Epoch 18 Batch 208/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.950 Epoch 18 Batch 209/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.962 Epoch 18 Batch 210/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.227, Loss: 0.903 Epoch 18 Batch 211/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.991 Epoch 18 Batch 212/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.840 Epoch 18 Batch 213/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.957 Epoch 18 Batch 214/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.945 Epoch 18 Batch 215/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.921 Epoch 18 Batch 216/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.910 Epoch 18 Batch 217/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.909 Epoch 18 Batch 218/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.227, Loss: 0.955 Epoch 18 Batch 219/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.228, Loss: 0.939 Epoch 18 Batch 220/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.914 Epoch 18 Batch 221/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.919 Epoch 18 Batch 222/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.960 Epoch 18 Batch 223/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.937 Epoch 18 Batch 224/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.960 Epoch 18 Batch 225/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.977 Epoch 18 Batch 226/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.926 Epoch 18 Batch 227/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 1.026 Epoch 18 Batch 228/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.933 Epoch 18 Batch 229/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.961 Epoch 18 Batch 230/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.926 Epoch 18 Batch 231/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.888 Epoch 18 Batch 232/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.896 Epoch 18 Batch 233/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.915 Epoch 18 Batch 234/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.916 Epoch 18 Batch 235/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.957 Epoch 18 Batch 236/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.918 Epoch 18 Batch 237/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.951 Epoch 18 Batch 238/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 0.921 Epoch 18 Batch 239/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.960 Epoch 18 Batch 240/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.916 Epoch 18 Batch 241/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.910 Epoch 18 Batch 242/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.958 Epoch 18 Batch 243/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.987 Epoch 18 Batch 244/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.227, Loss: 0.968 Epoch 18 Batch 245/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.227, Loss: 0.913 Epoch 18 Batch 246/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.932 Epoch 18 Batch 247/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.897 Epoch 18 Batch 248/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.927 Epoch 18 Batch 249/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.955 Epoch 18 Batch 250/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.227, Loss: 0.950 Epoch 18 Batch 251/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 0.933 Epoch 18 Batch 252/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.928 Epoch 18 Batch 253/1077 - Train Accuracy: 0.223, Validation Accuracy: 0.227, Loss: 0.947 Epoch 18 Batch 254/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.888 Epoch 18 Batch 255/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.963 Epoch 18 Batch 256/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.994 Epoch 18 Batch 257/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.950 Epoch 18 Batch 258/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.975 Epoch 18 Batch 259/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.875 Epoch 18 Batch 260/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.971 Epoch 18 Batch 261/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.227, Loss: 0.882 Epoch 18 Batch 262/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.901 Epoch 18 Batch 263/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.227, Loss: 0.885 Epoch 18 Batch 264/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.965 Epoch 18 Batch 265/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.965 Epoch 18 Batch 266/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 0.995 Epoch 18 Batch 267/1077 - Train Accuracy: 0.219, Validation Accuracy: 0.226, Loss: 0.954 Epoch 18 Batch 268/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.987 Epoch 18 Batch 269/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.226, Loss: 0.896 Epoch 18 Batch 270/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.225, Loss: 0.980 Epoch 18 Batch 271/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.946 Epoch 18 Batch 272/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.972 Epoch 18 Batch 273/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 0.863 Epoch 18 Batch 274/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.933 Epoch 18 Batch 275/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.901 Epoch 18 Batch 276/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.971 Epoch 18 Batch 277/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.226, Loss: 0.928 Epoch 18 Batch 278/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.967 Epoch 18 Batch 279/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.984 Epoch 18 Batch 280/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.983 Epoch 18 Batch 281/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.933 Epoch 18 Batch 282/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.928 Epoch 18 Batch 283/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.926 Epoch 18 Batch 284/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.226, Loss: 0.902 Epoch 18 Batch 285/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.226, Loss: 0.917 Epoch 18 Batch 286/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.226, Loss: 0.953 Epoch 18 Batch 287/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.899 Epoch 18 Batch 288/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.948 Epoch 18 Batch 289/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.935 Epoch 18 Batch 290/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.921 Epoch 18 Batch 291/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.227, Loss: 0.978 Epoch 18 Batch 292/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 0.938 Epoch 18 Batch 293/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.227, Loss: 0.941 Epoch 18 Batch 294/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.227, Loss: 0.932 Epoch 18 Batch 295/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.227, Loss: 0.944 Epoch 18 Batch 296/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.961 Epoch 18 Batch 297/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.938 Epoch 18 Batch 298/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.992 Epoch 18 Batch 299/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.939 Epoch 18 Batch 300/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.227, Loss: 0.921 Epoch 18 Batch 301/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.937 Epoch 18 Batch 302/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.970 Epoch 18 Batch 303/1077 - Train Accuracy: 0.140, Validation Accuracy: 0.227, Loss: 0.901 Epoch 18 Batch 304/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.894 Epoch 18 Batch 305/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.951 Epoch 18 Batch 306/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.227, Loss: 0.913 Epoch 18 Batch 307/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.897 Epoch 18 Batch 308/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.964 Epoch 18 Batch 309/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.871 Epoch 18 Batch 310/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.885 Epoch 18 Batch 311/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.227, Loss: 0.980 Epoch 18 Batch 312/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.954 Epoch 18 Batch 313/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 1.008 Epoch 18 Batch 314/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.993 Epoch 18 Batch 315/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.867 Epoch 18 Batch 316/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.227, Loss: 0.913 Epoch 18 Batch 317/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 0.920 Epoch 18 Batch 318/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.906 Epoch 18 Batch 319/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.978 Epoch 18 Batch 320/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.963 Epoch 18 Batch 321/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.941 Epoch 18 Batch 322/1077 - Train Accuracy: 0.179, Validation Accuracy: 0.227, Loss: 0.932 Epoch 18 Batch 323/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.900 Epoch 18 Batch 324/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.953 Epoch 18 Batch 325/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.864 Epoch 18 Batch 326/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.948 Epoch 18 Batch 327/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.933 Epoch 18 Batch 328/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.907 Epoch 18 Batch 329/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.969 Epoch 18 Batch 330/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.962 Epoch 18 Batch 331/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.226, Loss: 0.961 Epoch 18 Batch 332/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.226, Loss: 0.930 Epoch 18 Batch 333/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.226, Loss: 0.902 Epoch 18 Batch 334/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.953 Epoch 18 Batch 335/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.929 Epoch 18 Batch 336/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.003 Epoch 18 Batch 337/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.984 Epoch 18 Batch 338/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.970 Epoch 18 Batch 339/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.941 Epoch 18 Batch 340/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.953 Epoch 18 Batch 341/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.925 Epoch 18 Batch 342/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.227, Loss: 0.968 Epoch 18 Batch 343/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.989 Epoch 18 Batch 344/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.924 Epoch 18 Batch 345/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.227, Loss: 0.897 Epoch 18 Batch 346/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.976 Epoch 18 Batch 347/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.905 Epoch 18 Batch 348/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.227, Loss: 0.971 Epoch 18 Batch 349/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.940 Epoch 18 Batch 350/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.943 Epoch 18 Batch 351/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.227, Loss: 0.934 Epoch 18 Batch 352/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.908 Epoch 18 Batch 353/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.982 Epoch 18 Batch 354/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.981 Epoch 18 Batch 355/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.905 Epoch 18 Batch 356/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.921 Epoch 18 Batch 357/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.948 Epoch 18 Batch 358/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.943 Epoch 18 Batch 359/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.983 Epoch 18 Batch 360/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.013 Epoch 18 Batch 361/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 0.929 Epoch 18 Batch 362/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.972 Epoch 18 Batch 363/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.895 Epoch 18 Batch 364/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.949 Epoch 18 Batch 365/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.227, Loss: 0.917 Epoch 18 Batch 366/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.958 Epoch 18 Batch 367/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.890 Epoch 18 Batch 368/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.934 Epoch 18 Batch 369/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.961 Epoch 18 Batch 370/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.226, Loss: 0.907 Epoch 18 Batch 371/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.854 Epoch 18 Batch 372/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.928 Epoch 18 Batch 373/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.226, Loss: 0.934 Epoch 18 Batch 374/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.227, Loss: 0.952 Epoch 18 Batch 375/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.227, Loss: 0.930 Epoch 18 Batch 376/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.227, Loss: 0.951 Epoch 18 Batch 377/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.909 Epoch 18 Batch 378/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.923 Epoch 18 Batch 379/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.905 Epoch 18 Batch 380/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 1.000 Epoch 18 Batch 381/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.952 Epoch 18 Batch 382/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.226, Loss: 0.946 Epoch 18 Batch 383/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.227, Loss: 0.941 Epoch 18 Batch 384/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.935 Epoch 18 Batch 385/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.936 Epoch 18 Batch 386/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.895 Epoch 18 Batch 387/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.928 Epoch 18 Batch 388/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.227, Loss: 0.960 Epoch 18 Batch 389/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.928 Epoch 18 Batch 390/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.227, Loss: 0.997 Epoch 18 Batch 391/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.226, Loss: 0.962 Epoch 18 Batch 392/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.845 Epoch 18 Batch 393/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.972 Epoch 18 Batch 394/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.972 Epoch 18 Batch 395/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.967 Epoch 18 Batch 396/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.958 Epoch 18 Batch 397/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.951 Epoch 18 Batch 398/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.931 Epoch 18 Batch 399/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.227, Loss: 0.983 Epoch 18 Batch 400/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.998 Epoch 18 Batch 401/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.912 Epoch 18 Batch 402/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.966 Epoch 18 Batch 403/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.967 Epoch 18 Batch 404/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.940 Epoch 18 Batch 405/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.910 Epoch 18 Batch 406/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 0.947 Epoch 18 Batch 407/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.952 Epoch 18 Batch 408/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.912 Epoch 18 Batch 409/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.923 Epoch 18 Batch 410/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.227, Loss: 0.936 Epoch 18 Batch 411/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.227, Loss: 0.923 Epoch 18 Batch 412/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.930 Epoch 18 Batch 413/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.856 Epoch 18 Batch 414/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.227, Loss: 0.962 Epoch 18 Batch 415/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 0.916 Epoch 18 Batch 416/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.934 Epoch 18 Batch 417/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.956 Epoch 18 Batch 418/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.915 Epoch 18 Batch 419/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.964 Epoch 18 Batch 420/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.870 Epoch 18 Batch 421/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.923 Epoch 18 Batch 422/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.959 Epoch 18 Batch 423/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.948 Epoch 18 Batch 424/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.937 Epoch 18 Batch 425/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.916 Epoch 18 Batch 426/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.929 Epoch 18 Batch 427/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.227, Loss: 0.916 Epoch 18 Batch 428/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.227, Loss: 0.897 Epoch 18 Batch 429/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.943 Epoch 18 Batch 430/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.867 Epoch 18 Batch 431/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.921 Epoch 18 Batch 432/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.959 Epoch 18 Batch 433/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.891 Epoch 18 Batch 434/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.875 Epoch 18 Batch 435/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.227, Loss: 0.956 Epoch 18 Batch 436/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.900 Epoch 18 Batch 437/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.887 Epoch 18 Batch 438/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.859 Epoch 18 Batch 439/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 1.008 Epoch 18 Batch 440/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.923 Epoch 18 Batch 441/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.227, Loss: 0.955 Epoch 18 Batch 442/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 0.974 Epoch 18 Batch 443/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.227, Loss: 0.885 Epoch 18 Batch 444/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.930 Epoch 18 Batch 445/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.968 Epoch 18 Batch 446/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 0.858 Epoch 18 Batch 447/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 0.946 Epoch 18 Batch 448/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.914 Epoch 18 Batch 449/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.938 Epoch 18 Batch 450/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.905 Epoch 18 Batch 451/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.946 Epoch 18 Batch 452/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.917 Epoch 18 Batch 453/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.227, Loss: 0.922 Epoch 18 Batch 454/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.938 Epoch 18 Batch 455/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.227, Loss: 0.939 Epoch 18 Batch 456/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.879 Epoch 18 Batch 457/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.928 Epoch 18 Batch 458/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.227, Loss: 0.978 Epoch 18 Batch 459/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 0.996 Epoch 18 Batch 460/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.913 Epoch 18 Batch 461/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.984 Epoch 18 Batch 462/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.976 Epoch 18 Batch 463/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 1.013 Epoch 18 Batch 464/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.227, Loss: 0.911 Epoch 18 Batch 465/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 1.000 Epoch 18 Batch 466/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.999 Epoch 18 Batch 467/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.226, Loss: 0.937 Epoch 18 Batch 468/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 0.952 Epoch 18 Batch 469/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.905 Epoch 18 Batch 470/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.913 Epoch 18 Batch 471/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.944 Epoch 18 Batch 472/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.226, Loss: 0.949 Epoch 18 Batch 473/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.922 Epoch 18 Batch 474/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.905 Epoch 18 Batch 475/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.978 Epoch 18 Batch 476/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.226, Loss: 0.892 Epoch 18 Batch 477/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.226, Loss: 0.938 Epoch 18 Batch 478/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.226, Loss: 0.902 Epoch 18 Batch 479/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.949 Epoch 18 Batch 480/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.226, Loss: 0.907 Epoch 18 Batch 481/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.969 Epoch 18 Batch 482/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 0.967 Epoch 18 Batch 483/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.903 Epoch 18 Batch 484/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.954 Epoch 18 Batch 485/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.986 Epoch 18 Batch 486/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.226, Loss: 1.023 Epoch 18 Batch 487/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.226, Loss: 0.903 Epoch 18 Batch 488/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.226, Loss: 0.911 Epoch 18 Batch 489/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.956 Epoch 18 Batch 490/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.909 Epoch 18 Batch 491/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 1.057 Epoch 18 Batch 492/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.961 Epoch 18 Batch 493/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.990 Epoch 18 Batch 494/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.961 Epoch 18 Batch 495/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.227, Loss: 0.981 Epoch 18 Batch 496/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.227, Loss: 0.870 Epoch 18 Batch 497/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 0.972 Epoch 18 Batch 498/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.910 Epoch 18 Batch 499/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.227, Loss: 0.957 Epoch 18 Batch 500/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.973 Epoch 18 Batch 501/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.956 Epoch 18 Batch 502/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.928 Epoch 18 Batch 503/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.946 Epoch 18 Batch 504/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.938 Epoch 18 Batch 505/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.983 Epoch 18 Batch 506/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.968 Epoch 18 Batch 507/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.227, Loss: 0.919 Epoch 18 Batch 508/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.944 Epoch 18 Batch 509/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.906 Epoch 18 Batch 510/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.883 Epoch 18 Batch 511/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.227, Loss: 0.897 Epoch 18 Batch 512/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.904 Epoch 18 Batch 513/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 1.017 Epoch 18 Batch 514/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.962 Epoch 18 Batch 515/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.990 Epoch 18 Batch 516/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.923 Epoch 18 Batch 517/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 0.971 Epoch 18 Batch 518/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.973 Epoch 18 Batch 519/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.923 Epoch 18 Batch 520/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.931 Epoch 18 Batch 521/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 0.939 Epoch 18 Batch 522/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.944 Epoch 18 Batch 523/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.953 Epoch 18 Batch 524/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.897 Epoch 18 Batch 525/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.967 Epoch 18 Batch 526/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.972 Epoch 18 Batch 527/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 0.924 Epoch 18 Batch 528/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.979 Epoch 18 Batch 529/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.918 Epoch 18 Batch 530/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.976 Epoch 18 Batch 531/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.957 Epoch 18 Batch 532/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.227, Loss: 0.954 Epoch 18 Batch 533/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.987 Epoch 18 Batch 534/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.910 Epoch 18 Batch 535/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.974 Epoch 18 Batch 536/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.966 Epoch 18 Batch 537/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.978 Epoch 18 Batch 538/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.976 Epoch 18 Batch 539/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.932 Epoch 18 Batch 540/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.906 Epoch 18 Batch 541/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 1.010 Epoch 18 Batch 542/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.941 Epoch 18 Batch 543/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.862 Epoch 18 Batch 544/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.931 Epoch 18 Batch 545/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.949 Epoch 18 Batch 546/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.908 Epoch 18 Batch 547/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.965 Epoch 18 Batch 548/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.917 Epoch 18 Batch 549/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.917 Epoch 18 Batch 550/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.985 Epoch 18 Batch 551/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.894 Epoch 18 Batch 552/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.902 Epoch 18 Batch 553/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.975 Epoch 18 Batch 554/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.227, Loss: 0.988 Epoch 18 Batch 555/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.882 Epoch 18 Batch 556/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.922 Epoch 18 Batch 557/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.945 Epoch 18 Batch 558/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.962 Epoch 18 Batch 559/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.957 Epoch 18 Batch 560/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 1.007 Epoch 18 Batch 561/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.932 Epoch 18 Batch 562/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.963 Epoch 18 Batch 563/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.917 Epoch 18 Batch 564/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 0.872 Epoch 18 Batch 565/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.938 Epoch 18 Batch 566/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.951 Epoch 18 Batch 567/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.944 Epoch 18 Batch 568/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.929 Epoch 18 Batch 569/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.938 Epoch 18 Batch 570/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 0.946 Epoch 18 Batch 571/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.226, Loss: 0.926 Epoch 18 Batch 572/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.226, Loss: 0.939 Epoch 18 Batch 573/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.948 Epoch 18 Batch 574/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.226, Loss: 0.907 Epoch 18 Batch 575/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.943 Epoch 18 Batch 576/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.992 Epoch 18 Batch 577/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.907 Epoch 18 Batch 578/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.978 Epoch 18 Batch 579/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.225, Loss: 0.869 Epoch 18 Batch 580/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.966 Epoch 18 Batch 581/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.936 Epoch 18 Batch 582/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.918 Epoch 18 Batch 583/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 0.973 Epoch 18 Batch 584/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.226, Loss: 0.932 Epoch 18 Batch 585/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.226, Loss: 0.985 Epoch 18 Batch 586/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.226, Loss: 0.911 Epoch 18 Batch 587/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.226, Loss: 0.923 Epoch 18 Batch 588/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.909 Epoch 18 Batch 589/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.226, Loss: 0.936 Epoch 18 Batch 590/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.226, Loss: 0.946 Epoch 18 Batch 591/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.226, Loss: 0.944 Epoch 18 Batch 592/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.931 Epoch 18 Batch 593/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.947 Epoch 18 Batch 594/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.974 Epoch 18 Batch 595/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.888 Epoch 18 Batch 596/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.991 Epoch 18 Batch 597/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.227, Loss: 0.962 Epoch 18 Batch 598/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.928 Epoch 18 Batch 599/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.977 Epoch 18 Batch 600/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.226, Loss: 0.896 Epoch 18 Batch 601/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.226, Loss: 0.929 Epoch 18 Batch 602/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.968 Epoch 18 Batch 603/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.900 Epoch 18 Batch 604/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.919 Epoch 18 Batch 605/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.226, Loss: 1.001 Epoch 18 Batch 606/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.973 Epoch 18 Batch 607/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.226, Loss: 0.940 Epoch 18 Batch 608/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.968 Epoch 18 Batch 609/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.925 Epoch 18 Batch 610/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.226, Loss: 0.987 Epoch 18 Batch 611/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.226, Loss: 0.886 Epoch 18 Batch 612/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.225, Loss: 0.913 Epoch 18 Batch 613/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.956 Epoch 18 Batch 614/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.909 Epoch 18 Batch 615/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.944 Epoch 18 Batch 616/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.226, Loss: 0.908 Epoch 18 Batch 617/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.226, Loss: 0.974 Epoch 18 Batch 618/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.937 Epoch 18 Batch 619/1077 - Train Accuracy: 0.101, Validation Accuracy: 0.226, Loss: 0.985 Epoch 18 Batch 620/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.910 Epoch 18 Batch 621/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.887 Epoch 18 Batch 622/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.226, Loss: 0.984 Epoch 18 Batch 623/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.951 Epoch 18 Batch 624/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.998 Epoch 18 Batch 625/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.955 Epoch 18 Batch 626/1077 - Train Accuracy: 0.222, Validation Accuracy: 0.226, Loss: 0.887 Epoch 18 Batch 627/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.960 Epoch 18 Batch 628/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.951 Epoch 18 Batch 629/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.953 Epoch 18 Batch 630/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.922 Epoch 18 Batch 631/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.965 Epoch 18 Batch 632/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.929 Epoch 18 Batch 633/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.979 Epoch 18 Batch 634/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.964 Epoch 18 Batch 635/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.227, Loss: 0.932 Epoch 18 Batch 636/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.865 Epoch 18 Batch 637/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 1.015 Epoch 18 Batch 638/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.227, Loss: 0.966 Epoch 18 Batch 639/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.947 Epoch 18 Batch 640/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.227, Loss: 0.872 Epoch 18 Batch 641/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.980 Epoch 18 Batch 642/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.227, Loss: 0.924 Epoch 18 Batch 643/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.982 Epoch 18 Batch 644/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.959 Epoch 18 Batch 645/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.227, Loss: 0.984 Epoch 18 Batch 646/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.228, Loss: 0.872 Epoch 18 Batch 647/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.909 Epoch 18 Batch 648/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.952 Epoch 18 Batch 649/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.872 Epoch 18 Batch 650/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.984 Epoch 18 Batch 651/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.943 Epoch 18 Batch 652/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.976 Epoch 18 Batch 653/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.907 Epoch 18 Batch 654/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.956 Epoch 18 Batch 655/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.995 Epoch 18 Batch 656/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.961 Epoch 18 Batch 657/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.227, Loss: 0.968 Epoch 18 Batch 658/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.878 Epoch 18 Batch 659/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.227, Loss: 0.937 Epoch 18 Batch 660/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.004 Epoch 18 Batch 661/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.928 Epoch 18 Batch 662/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.937 Epoch 18 Batch 663/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.227, Loss: 0.944 Epoch 18 Batch 664/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.961 Epoch 18 Batch 665/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.913 Epoch 18 Batch 666/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.228, Loss: 0.937 Epoch 18 Batch 667/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.227, Loss: 0.948 Epoch 18 Batch 668/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 0.892 Epoch 18 Batch 669/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.227, Loss: 0.931 Epoch 18 Batch 670/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.227, Loss: 0.936 Epoch 18 Batch 671/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.964 Epoch 18 Batch 672/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.227, Loss: 0.935 Epoch 18 Batch 673/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.899 Epoch 18 Batch 674/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.892 Epoch 18 Batch 675/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.974 Epoch 18 Batch 676/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 0.928 Epoch 18 Batch 677/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.964 Epoch 18 Batch 678/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.998 Epoch 18 Batch 679/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.227, Loss: 1.010 Epoch 18 Batch 680/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.227, Loss: 0.901 Epoch 18 Batch 681/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.923 Epoch 18 Batch 682/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.227, Loss: 0.961 Epoch 18 Batch 683/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.989 Epoch 18 Batch 684/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.917 Epoch 18 Batch 685/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.930 Epoch 18 Batch 686/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.227, Loss: 0.929 Epoch 18 Batch 687/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.867 Epoch 18 Batch 688/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.850 Epoch 18 Batch 689/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.908 Epoch 18 Batch 690/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.973 Epoch 18 Batch 691/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.226, Loss: 0.933 Epoch 18 Batch 692/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.951 Epoch 18 Batch 693/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.227, Loss: 0.952 Epoch 18 Batch 694/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.227, Loss: 0.900 Epoch 18 Batch 695/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.226, Loss: 0.970 Epoch 18 Batch 696/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.226, Loss: 0.973 Epoch 18 Batch 697/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.909 Epoch 18 Batch 698/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.226, Loss: 0.944 Epoch 18 Batch 699/1077 - Train Accuracy: 0.102, Validation Accuracy: 0.226, Loss: 0.938 Epoch 18 Batch 700/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.896 Epoch 18 Batch 701/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.981 Epoch 18 Batch 702/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.227, Loss: 0.908 Epoch 18 Batch 703/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.965 Epoch 18 Batch 704/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.979 Epoch 18 Batch 705/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.930 Epoch 18 Batch 706/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.886 Epoch 18 Batch 707/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.889 Epoch 18 Batch 708/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.875 Epoch 18 Batch 709/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.919 Epoch 18 Batch 710/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.227, Loss: 0.881 Epoch 18 Batch 711/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.884 Epoch 18 Batch 712/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.977 Epoch 18 Batch 713/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.226, Loss: 0.884 Epoch 18 Batch 714/1077 - Train Accuracy: 0.181, Validation Accuracy: 0.226, Loss: 0.960 Epoch 18 Batch 715/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.982 Epoch 18 Batch 716/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.938 Epoch 18 Batch 717/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.226, Loss: 0.950 Epoch 18 Batch 718/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.960 Epoch 18 Batch 719/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.969 Epoch 18 Batch 720/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.960 Epoch 18 Batch 721/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.991 Epoch 18 Batch 722/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.887 Epoch 18 Batch 723/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.931 Epoch 18 Batch 724/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.227, Loss: 0.968 Epoch 18 Batch 725/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.227, Loss: 0.957 Epoch 18 Batch 726/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.913 Epoch 18 Batch 727/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.983 Epoch 18 Batch 728/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.228, Loss: 0.965 Epoch 18 Batch 729/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.941 Epoch 18 Batch 730/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.918 Epoch 18 Batch 731/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.966 Epoch 18 Batch 732/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 0.955 Epoch 18 Batch 733/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.878 Epoch 18 Batch 734/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.227, Loss: 0.854 Epoch 18 Batch 735/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.964 Epoch 18 Batch 736/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.227, Loss: 0.951 Epoch 18 Batch 737/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.959 Epoch 18 Batch 738/1077 - Train Accuracy: 0.288, Validation Accuracy: 0.227, Loss: 0.921 Epoch 18 Batch 739/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.968 Epoch 18 Batch 740/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.915 Epoch 18 Batch 741/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.939 Epoch 18 Batch 742/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.920 Epoch 18 Batch 743/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.945 Epoch 18 Batch 744/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.227, Loss: 0.912 Epoch 18 Batch 745/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.953 Epoch 18 Batch 746/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.907 Epoch 18 Batch 747/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.937 Epoch 18 Batch 748/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.945 Epoch 18 Batch 749/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.899 Epoch 18 Batch 750/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.938 Epoch 18 Batch 751/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.938 Epoch 18 Batch 752/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.928 Epoch 18 Batch 753/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.994 Epoch 18 Batch 754/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.915 Epoch 18 Batch 755/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.886 Epoch 18 Batch 756/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.944 Epoch 18 Batch 757/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.226, Loss: 0.976 Epoch 18 Batch 758/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.909 Epoch 18 Batch 759/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.894 Epoch 18 Batch 760/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.916 Epoch 18 Batch 761/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.227, Loss: 0.893 Epoch 18 Batch 762/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.930 Epoch 18 Batch 763/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 1.002 Epoch 18 Batch 764/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.954 Epoch 18 Batch 765/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.892 Epoch 18 Batch 766/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.934 Epoch 18 Batch 767/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.898 Epoch 18 Batch 768/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.940 Epoch 18 Batch 769/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.947 Epoch 18 Batch 770/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.227, Loss: 0.923 Epoch 18 Batch 771/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.955 Epoch 18 Batch 772/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.979 Epoch 18 Batch 773/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.913 Epoch 18 Batch 774/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.939 Epoch 18 Batch 775/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.943 Epoch 18 Batch 776/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.925 Epoch 18 Batch 777/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.888 Epoch 18 Batch 778/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.227, Loss: 0.936 Epoch 18 Batch 779/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.987 Epoch 18 Batch 780/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.956 Epoch 18 Batch 781/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 1.006 Epoch 18 Batch 782/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.916 Epoch 18 Batch 783/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.961 Epoch 18 Batch 784/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.952 Epoch 18 Batch 785/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.916 Epoch 18 Batch 786/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.860 Epoch 18 Batch 787/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.899 Epoch 18 Batch 788/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.943 Epoch 18 Batch 789/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.874 Epoch 18 Batch 790/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.949 Epoch 18 Batch 791/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.940 Epoch 18 Batch 792/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.916 Epoch 18 Batch 793/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.916 Epoch 18 Batch 794/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.227, Loss: 0.925 Epoch 18 Batch 795/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.931 Epoch 18 Batch 796/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.934 Epoch 18 Batch 797/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.933 Epoch 18 Batch 798/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.978 Epoch 18 Batch 799/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.227, Loss: 0.947 Epoch 18 Batch 800/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.926 Epoch 18 Batch 801/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.959 Epoch 18 Batch 802/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.933 Epoch 18 Batch 803/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.912 Epoch 18 Batch 804/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.894 Epoch 18 Batch 805/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.907 Epoch 18 Batch 806/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.227, Loss: 0.943 Epoch 18 Batch 807/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.982 Epoch 18 Batch 808/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.965 Epoch 18 Batch 809/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.226, Loss: 1.003 Epoch 18 Batch 810/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.913 Epoch 18 Batch 811/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.950 Epoch 18 Batch 812/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.964 Epoch 18 Batch 813/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.861 Epoch 18 Batch 814/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.970 Epoch 18 Batch 815/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.970 Epoch 18 Batch 816/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.226, Loss: 0.900 Epoch 18 Batch 817/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.913 Epoch 18 Batch 818/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.903 Epoch 18 Batch 819/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.962 Epoch 18 Batch 820/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.918 Epoch 18 Batch 821/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.969 Epoch 18 Batch 822/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.910 Epoch 18 Batch 823/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.923 Epoch 18 Batch 824/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.227, Loss: 0.976 Epoch 18 Batch 825/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.840 Epoch 18 Batch 826/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.936 Epoch 18 Batch 827/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.227, Loss: 0.958 Epoch 18 Batch 828/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.015 Epoch 18 Batch 829/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.911 Epoch 18 Batch 830/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.027 Epoch 18 Batch 831/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.227, Loss: 0.973 Epoch 18 Batch 832/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.915 Epoch 18 Batch 833/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.916 Epoch 18 Batch 834/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.227, Loss: 0.955 Epoch 18 Batch 835/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.958 Epoch 18 Batch 836/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.910 Epoch 18 Batch 837/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.945 Epoch 18 Batch 838/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.925 Epoch 18 Batch 839/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.906 Epoch 18 Batch 840/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.939 Epoch 18 Batch 841/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.957 Epoch 18 Batch 842/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.929 Epoch 18 Batch 843/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.227, Loss: 0.916 Epoch 18 Batch 844/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.227, Loss: 0.939 Epoch 18 Batch 845/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.947 Epoch 18 Batch 846/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.227, Loss: 0.928 Epoch 18 Batch 847/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.954 Epoch 18 Batch 848/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.936 Epoch 18 Batch 849/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.910 Epoch 18 Batch 850/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.983 Epoch 18 Batch 851/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.946 Epoch 18 Batch 852/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.999 Epoch 18 Batch 853/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.977 Epoch 18 Batch 854/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.970 Epoch 18 Batch 855/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.991 Epoch 18 Batch 856/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.940 Epoch 18 Batch 857/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.940 Epoch 18 Batch 858/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.227, Loss: 0.920 Epoch 18 Batch 859/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.227, Loss: 0.955 Epoch 18 Batch 860/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.997 Epoch 18 Batch 861/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.939 Epoch 18 Batch 862/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.926 Epoch 18 Batch 863/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.881 Epoch 18 Batch 864/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.918 Epoch 18 Batch 865/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.227, Loss: 0.929 Epoch 18 Batch 866/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.937 Epoch 18 Batch 867/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.937 Epoch 18 Batch 868/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.968 Epoch 18 Batch 869/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.917 Epoch 18 Batch 870/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.227, Loss: 0.946 Epoch 18 Batch 871/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.952 Epoch 18 Batch 872/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.968 Epoch 18 Batch 873/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.944 Epoch 18 Batch 874/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.896 Epoch 18 Batch 875/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.950 Epoch 18 Batch 876/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 1.002 Epoch 18 Batch 877/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.938 Epoch 18 Batch 878/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.934 Epoch 18 Batch 879/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.983 Epoch 18 Batch 880/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.946 Epoch 18 Batch 881/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.950 Epoch 18 Batch 882/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.903 Epoch 18 Batch 883/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.867 Epoch 18 Batch 884/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.944 Epoch 18 Batch 885/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.227, Loss: 0.944 Epoch 18 Batch 886/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.900 Epoch 18 Batch 887/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.958 Epoch 18 Batch 888/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.227, Loss: 0.988 Epoch 18 Batch 889/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.916 Epoch 18 Batch 890/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.227, Loss: 0.911 Epoch 18 Batch 891/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.942 Epoch 18 Batch 892/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.945 Epoch 18 Batch 893/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.989 Epoch 18 Batch 894/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.916 Epoch 18 Batch 895/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.999 Epoch 18 Batch 896/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.228, Loss: 0.953 Epoch 18 Batch 897/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 0.917 Epoch 18 Batch 898/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 0.913 Epoch 18 Batch 899/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.903 Epoch 18 Batch 900/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.954 Epoch 18 Batch 901/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.881 Epoch 18 Batch 902/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.947 Epoch 18 Batch 903/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.929 Epoch 18 Batch 904/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.886 Epoch 18 Batch 905/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.901 Epoch 18 Batch 906/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.915 Epoch 18 Batch 907/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.951 Epoch 18 Batch 908/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.974 Epoch 18 Batch 909/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.951 Epoch 18 Batch 910/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.919 Epoch 18 Batch 911/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.228, Loss: 0.951 Epoch 18 Batch 912/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 1.015 Epoch 18 Batch 913/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.995 Epoch 18 Batch 914/1077 - Train Accuracy: 0.297, Validation Accuracy: 0.228, Loss: 0.994 Epoch 18 Batch 915/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.946 Epoch 18 Batch 916/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.954 Epoch 18 Batch 917/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.963 Epoch 18 Batch 918/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.228, Loss: 0.943 Epoch 18 Batch 919/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.227, Loss: 0.898 Epoch 18 Batch 920/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.930 Epoch 18 Batch 921/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.945 Epoch 18 Batch 922/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.227, Loss: 0.928 Epoch 18 Batch 923/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.227, Loss: 0.912 Epoch 18 Batch 924/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.227, Loss: 0.986 Epoch 18 Batch 925/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.227, Loss: 0.902 Epoch 18 Batch 926/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.989 Epoch 18 Batch 927/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.227, Loss: 0.979 Epoch 18 Batch 928/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.960 Epoch 18 Batch 929/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.913 Epoch 18 Batch 930/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.996 Epoch 18 Batch 931/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.982 Epoch 18 Batch 932/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.943 Epoch 18 Batch 933/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.934 Epoch 18 Batch 934/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.937 Epoch 18 Batch 935/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.949 Epoch 18 Batch 936/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.227, Loss: 0.912 Epoch 18 Batch 937/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.227, Loss: 0.980 Epoch 18 Batch 938/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.866 Epoch 18 Batch 939/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.980 Epoch 18 Batch 940/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.932 Epoch 18 Batch 941/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.227, Loss: 1.010 Epoch 18 Batch 942/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.911 Epoch 18 Batch 943/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 1.010 Epoch 18 Batch 944/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.968 Epoch 18 Batch 945/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.917 Epoch 18 Batch 946/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.948 Epoch 18 Batch 947/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.925 Epoch 18 Batch 948/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.943 Epoch 18 Batch 949/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 0.901 Epoch 18 Batch 950/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.227, Loss: 0.895 Epoch 18 Batch 951/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.983 Epoch 18 Batch 952/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.882 Epoch 18 Batch 953/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.960 Epoch 18 Batch 954/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.911 Epoch 18 Batch 955/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.941 Epoch 18 Batch 956/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.928 Epoch 18 Batch 957/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.924 Epoch 18 Batch 958/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.906 Epoch 18 Batch 959/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.909 Epoch 18 Batch 960/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.932 Epoch 18 Batch 961/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.937 Epoch 18 Batch 962/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.938 Epoch 18 Batch 963/1077 - Train Accuracy: 0.066, Validation Accuracy: 0.228, Loss: 0.949 Epoch 18 Batch 964/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.938 Epoch 18 Batch 965/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.228, Loss: 0.927 Epoch 18 Batch 966/1077 - Train Accuracy: 0.259, Validation Accuracy: 0.228, Loss: 0.900 Epoch 18 Batch 967/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.907 Epoch 18 Batch 968/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.227, Loss: 0.949 Epoch 18 Batch 969/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 1.007 Epoch 18 Batch 970/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.944 Epoch 18 Batch 971/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.952 Epoch 18 Batch 972/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.981 Epoch 18 Batch 973/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.930 Epoch 18 Batch 974/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.934 Epoch 18 Batch 975/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.227, Loss: 0.959 Epoch 18 Batch 976/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.964 Epoch 18 Batch 977/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.938 Epoch 18 Batch 978/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.976 Epoch 18 Batch 979/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.228, Loss: 0.965 Epoch 18 Batch 980/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.843 Epoch 18 Batch 981/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.930 Epoch 18 Batch 982/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.928 Epoch 18 Batch 983/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.976 Epoch 18 Batch 984/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.995 Epoch 18 Batch 985/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.227, Loss: 0.926 Epoch 18 Batch 986/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.940 Epoch 18 Batch 987/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 1.018 Epoch 18 Batch 988/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.227, Loss: 1.004 Epoch 18 Batch 989/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.907 Epoch 18 Batch 990/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.227, Loss: 0.963 Epoch 18 Batch 991/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.227, Loss: 0.894 Epoch 18 Batch 992/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.934 Epoch 18 Batch 993/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.925 Epoch 18 Batch 994/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.921 Epoch 18 Batch 995/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.940 Epoch 18 Batch 996/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.918 Epoch 18 Batch 997/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.228, Loss: 0.871 Epoch 18 Batch 998/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.969 Epoch 18 Batch 999/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.917 Epoch 18 Batch 1000/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.884 Epoch 18 Batch 1001/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.227, Loss: 1.003 Epoch 18 Batch 1002/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.227, Loss: 0.943 Epoch 18 Batch 1003/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.870 Epoch 18 Batch 1004/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.924 Epoch 18 Batch 1005/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.972 Epoch 18 Batch 1006/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.913 Epoch 18 Batch 1007/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.978 Epoch 18 Batch 1008/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.900 Epoch 18 Batch 1009/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.928 Epoch 18 Batch 1010/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.962 Epoch 18 Batch 1011/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.890 Epoch 18 Batch 1012/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.227, Loss: 0.911 Epoch 18 Batch 1013/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.920 Epoch 18 Batch 1014/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.931 Epoch 18 Batch 1015/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.971 Epoch 18 Batch 1016/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.922 Epoch 18 Batch 1017/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.228, Loss: 0.958 Epoch 18 Batch 1018/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.986 Epoch 18 Batch 1019/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.954 Epoch 18 Batch 1020/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.883 Epoch 18 Batch 1021/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.944 Epoch 18 Batch 1022/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.977 Epoch 18 Batch 1023/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.228, Loss: 0.944 Epoch 18 Batch 1024/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.907 Epoch 18 Batch 1025/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.969 Epoch 18 Batch 1026/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.227, Loss: 0.910 Epoch 18 Batch 1027/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.970 Epoch 18 Batch 1028/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.228, Loss: 0.942 Epoch 18 Batch 1029/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.950 Epoch 18 Batch 1030/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.968 Epoch 18 Batch 1031/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.913 Epoch 18 Batch 1032/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.930 Epoch 18 Batch 1033/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.937 Epoch 18 Batch 1034/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.227, Loss: 0.984 Epoch 18 Batch 1035/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.982 Epoch 18 Batch 1036/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.913 Epoch 18 Batch 1037/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.227, Loss: 0.931 Epoch 18 Batch 1038/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.994 Epoch 18 Batch 1039/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.935 Epoch 18 Batch 1040/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.939 Epoch 18 Batch 1041/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.900 Epoch 18 Batch 1042/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.948 Epoch 18 Batch 1043/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.228, Loss: 0.927 Epoch 18 Batch 1044/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.902 Epoch 18 Batch 1045/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.922 Epoch 18 Batch 1046/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.929 Epoch 18 Batch 1047/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.946 Epoch 18 Batch 1048/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.966 Epoch 18 Batch 1049/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.923 Epoch 18 Batch 1050/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.932 Epoch 18 Batch 1051/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.871 Epoch 18 Batch 1052/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.227, Loss: 0.906 Epoch 18 Batch 1053/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.947 Epoch 18 Batch 1054/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 0.941 Epoch 18 Batch 1055/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.993 Epoch 18 Batch 1056/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.924 Epoch 18 Batch 1057/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.986 Epoch 18 Batch 1058/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.228, Loss: 0.967 Epoch 18 Batch 1059/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.962 Epoch 18 Batch 1060/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.890 Epoch 18 Batch 1061/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.891 Epoch 18 Batch 1062/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.935 Epoch 18 Batch 1063/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.988 Epoch 18 Batch 1064/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.980 Epoch 18 Batch 1065/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.924 Epoch 18 Batch 1066/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.944 Epoch 18 Batch 1067/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.952 Epoch 18 Batch 1068/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.985 Epoch 18 Batch 1069/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.866 Epoch 18 Batch 1070/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.967 Epoch 18 Batch 1071/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.960 Epoch 18 Batch 1072/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.877 Epoch 18 Batch 1073/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.966 Epoch 18 Batch 1074/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.950 Epoch 18 Batch 1075/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.942 Epoch 19 Batch 0/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.935 Epoch 19 Batch 1/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.970 Epoch 19 Batch 2/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 0.911 Epoch 19 Batch 3/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.949 Epoch 19 Batch 4/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.922 Epoch 19 Batch 5/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.912 Epoch 19 Batch 6/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.949 Epoch 19 Batch 7/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.227, Loss: 0.903 Epoch 19 Batch 8/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.227, Loss: 0.890 Epoch 19 Batch 9/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.911 Epoch 19 Batch 10/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.227, Loss: 0.999 Epoch 19 Batch 11/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.905 Epoch 19 Batch 12/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.922 Epoch 19 Batch 13/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.227, Loss: 0.921 Epoch 19 Batch 14/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.887 Epoch 19 Batch 15/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.853 Epoch 19 Batch 16/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.920 Epoch 19 Batch 17/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 1.017 Epoch 19 Batch 18/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.902 Epoch 19 Batch 19/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.988 Epoch 19 Batch 20/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.941 Epoch 19 Batch 21/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.966 Epoch 19 Batch 22/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.898 Epoch 19 Batch 23/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.817 Epoch 19 Batch 24/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.946 Epoch 19 Batch 25/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.944 Epoch 19 Batch 26/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 1.046 Epoch 19 Batch 27/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.957 Epoch 19 Batch 28/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.958 Epoch 19 Batch 29/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.942 Epoch 19 Batch 30/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.945 Epoch 19 Batch 31/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.893 Epoch 19 Batch 32/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.227, Loss: 0.942 Epoch 19 Batch 33/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.227, Loss: 0.920 Epoch 19 Batch 34/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.009 Epoch 19 Batch 35/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.962 Epoch 19 Batch 36/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.911 Epoch 19 Batch 37/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.927 Epoch 19 Batch 38/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.227, Loss: 0.940 Epoch 19 Batch 39/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.988 Epoch 19 Batch 40/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.895 Epoch 19 Batch 41/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.896 Epoch 19 Batch 42/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.930 Epoch 19 Batch 43/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.227, Loss: 0.934 Epoch 19 Batch 44/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.227, Loss: 0.937 Epoch 19 Batch 45/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.951 Epoch 19 Batch 46/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.227, Loss: 0.919 Epoch 19 Batch 47/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.928 Epoch 19 Batch 48/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.952 Epoch 19 Batch 49/1077 - Train Accuracy: 0.181, Validation Accuracy: 0.228, Loss: 0.909 Epoch 19 Batch 50/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.943 Epoch 19 Batch 51/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.953 Epoch 19 Batch 52/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 1.017 Epoch 19 Batch 53/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.228, Loss: 0.946 Epoch 19 Batch 54/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.945 Epoch 19 Batch 55/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.946 Epoch 19 Batch 56/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.867 Epoch 19 Batch 57/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.227, Loss: 0.922 Epoch 19 Batch 58/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.895 Epoch 19 Batch 59/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.945 Epoch 19 Batch 60/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.957 Epoch 19 Batch 61/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.991 Epoch 19 Batch 62/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.227, Loss: 0.999 Epoch 19 Batch 63/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.227, Loss: 0.920 Epoch 19 Batch 64/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.942 Epoch 19 Batch 65/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.893 Epoch 19 Batch 66/1077 - Train Accuracy: 0.180, Validation Accuracy: 0.227, Loss: 0.977 Epoch 19 Batch 67/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 1.017 Epoch 19 Batch 68/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.912 Epoch 19 Batch 69/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.965 Epoch 19 Batch 70/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.961 Epoch 19 Batch 71/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.913 Epoch 19 Batch 72/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.967 Epoch 19 Batch 73/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.979 Epoch 19 Batch 74/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.976 Epoch 19 Batch 75/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.945 Epoch 19 Batch 76/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.949 Epoch 19 Batch 77/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.941 Epoch 19 Batch 78/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.227, Loss: 0.951 Epoch 19 Batch 79/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.929 Epoch 19 Batch 80/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.909 Epoch 19 Batch 81/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.227, Loss: 0.957 Epoch 19 Batch 82/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.227, Loss: 0.903 Epoch 19 Batch 83/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.912 Epoch 19 Batch 84/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.939 Epoch 19 Batch 85/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.989 Epoch 19 Batch 86/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.971 Epoch 19 Batch 87/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.930 Epoch 19 Batch 88/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.922 Epoch 19 Batch 89/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.952 Epoch 19 Batch 90/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.884 Epoch 19 Batch 91/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.946 Epoch 19 Batch 92/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.973 Epoch 19 Batch 93/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.912 Epoch 19 Batch 94/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.933 Epoch 19 Batch 95/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.963 Epoch 19 Batch 96/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.937 Epoch 19 Batch 97/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.001 Epoch 19 Batch 98/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.938 Epoch 19 Batch 99/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.986 Epoch 19 Batch 100/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.928 Epoch 19 Batch 101/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.959 Epoch 19 Batch 102/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.913 Epoch 19 Batch 103/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.228, Loss: 0.950 Epoch 19 Batch 104/1077 - Train Accuracy: 0.100, Validation Accuracy: 0.228, Loss: 0.901 Epoch 19 Batch 105/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.949 Epoch 19 Batch 106/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.228, Loss: 0.923 Epoch 19 Batch 107/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.227, Loss: 0.960 Epoch 19 Batch 108/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.227, Loss: 0.955 Epoch 19 Batch 109/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.988 Epoch 19 Batch 110/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.227, Loss: 0.864 Epoch 19 Batch 111/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 1.007 Epoch 19 Batch 112/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.946 Epoch 19 Batch 113/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.919 Epoch 19 Batch 114/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.906 Epoch 19 Batch 115/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.944 Epoch 19 Batch 116/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.227, Loss: 0.965 Epoch 19 Batch 117/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.914 Epoch 19 Batch 118/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.227, Loss: 0.942 Epoch 19 Batch 119/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.919 Epoch 19 Batch 120/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.873 Epoch 19 Batch 121/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.896 Epoch 19 Batch 122/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.889 Epoch 19 Batch 123/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.959 Epoch 19 Batch 124/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.941 Epoch 19 Batch 125/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.983 Epoch 19 Batch 126/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.925 Epoch 19 Batch 127/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.956 Epoch 19 Batch 128/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.227, Loss: 0.994 Epoch 19 Batch 129/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.966 Epoch 19 Batch 130/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.226, Loss: 0.932 Epoch 19 Batch 131/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.935 Epoch 19 Batch 132/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.881 Epoch 19 Batch 133/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.227, Loss: 0.872 Epoch 19 Batch 134/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.932 Epoch 19 Batch 135/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.969 Epoch 19 Batch 136/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.906 Epoch 19 Batch 137/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.884 Epoch 19 Batch 138/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.916 Epoch 19 Batch 139/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.934 Epoch 19 Batch 140/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.227, Loss: 0.946 Epoch 19 Batch 141/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.917 Epoch 19 Batch 142/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.949 Epoch 19 Batch 143/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.986 Epoch 19 Batch 144/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.227, Loss: 0.999 Epoch 19 Batch 145/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.964 Epoch 19 Batch 146/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.959 Epoch 19 Batch 147/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.925 Epoch 19 Batch 148/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.227, Loss: 0.921 Epoch 19 Batch 149/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.886 Epoch 19 Batch 150/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.227, Loss: 0.911 Epoch 19 Batch 151/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.922 Epoch 19 Batch 152/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.999 Epoch 19 Batch 153/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.943 Epoch 19 Batch 154/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.921 Epoch 19 Batch 155/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.943 Epoch 19 Batch 156/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.903 Epoch 19 Batch 157/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.866 Epoch 19 Batch 158/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.875 Epoch 19 Batch 159/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.921 Epoch 19 Batch 160/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.988 Epoch 19 Batch 161/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.925 Epoch 19 Batch 162/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.976 Epoch 19 Batch 163/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.227, Loss: 0.932 Epoch 19 Batch 164/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.988 Epoch 19 Batch 165/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.944 Epoch 19 Batch 166/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.227, Loss: 0.954 Epoch 19 Batch 167/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.957 Epoch 19 Batch 168/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.926 Epoch 19 Batch 169/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.927 Epoch 19 Batch 170/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.227, Loss: 0.954 Epoch 19 Batch 171/1077 - Train Accuracy: 0.223, Validation Accuracy: 0.227, Loss: 0.946 Epoch 19 Batch 172/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.227, Loss: 0.892 Epoch 19 Batch 173/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.227, Loss: 0.900 Epoch 19 Batch 174/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.915 Epoch 19 Batch 175/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.936 Epoch 19 Batch 176/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.932 Epoch 19 Batch 177/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.934 Epoch 19 Batch 178/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.001 Epoch 19 Batch 179/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.227, Loss: 0.929 Epoch 19 Batch 180/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.954 Epoch 19 Batch 181/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.970 Epoch 19 Batch 182/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.919 Epoch 19 Batch 183/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.911 Epoch 19 Batch 184/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.928 Epoch 19 Batch 185/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.931 Epoch 19 Batch 186/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.968 Epoch 19 Batch 187/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.934 Epoch 19 Batch 188/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.924 Epoch 19 Batch 189/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.922 Epoch 19 Batch 190/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.928 Epoch 19 Batch 191/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.227, Loss: 0.939 Epoch 19 Batch 192/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.924 Epoch 19 Batch 193/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.920 Epoch 19 Batch 194/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.932 Epoch 19 Batch 195/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.886 Epoch 19 Batch 196/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.915 Epoch 19 Batch 197/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.899 Epoch 19 Batch 198/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.953 Epoch 19 Batch 199/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.905 Epoch 19 Batch 200/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.931 Epoch 19 Batch 201/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.909 Epoch 19 Batch 202/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.962 Epoch 19 Batch 203/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.930 Epoch 19 Batch 204/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.019 Epoch 19 Batch 205/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 1.013 Epoch 19 Batch 206/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.965 Epoch 19 Batch 207/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.839 Epoch 19 Batch 208/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.961 Epoch 19 Batch 209/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.942 Epoch 19 Batch 210/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.227, Loss: 0.915 Epoch 19 Batch 211/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.972 Epoch 19 Batch 212/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.977 Epoch 19 Batch 213/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.924 Epoch 19 Batch 214/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.931 Epoch 19 Batch 215/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.976 Epoch 19 Batch 216/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.927 Epoch 19 Batch 217/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.957 Epoch 19 Batch 218/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.227, Loss: 0.910 Epoch 19 Batch 219/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.227, Loss: 0.939 Epoch 19 Batch 220/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 0.937 Epoch 19 Batch 221/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 0.895 Epoch 19 Batch 222/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.996 Epoch 19 Batch 223/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.898 Epoch 19 Batch 224/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.926 Epoch 19 Batch 225/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.879 Epoch 19 Batch 226/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.934 Epoch 19 Batch 227/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.960 Epoch 19 Batch 228/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.885 Epoch 19 Batch 229/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.931 Epoch 19 Batch 230/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.904 Epoch 19 Batch 231/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.973 Epoch 19 Batch 232/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.961 Epoch 19 Batch 233/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.936 Epoch 19 Batch 234/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 0.972 Epoch 19 Batch 235/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.945 Epoch 19 Batch 236/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.925 Epoch 19 Batch 237/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.882 Epoch 19 Batch 238/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.228, Loss: 0.904 Epoch 19 Batch 239/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.228, Loss: 0.855 Epoch 19 Batch 240/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.964 Epoch 19 Batch 241/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.903 Epoch 19 Batch 242/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.906 Epoch 19 Batch 243/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 1.022 Epoch 19 Batch 244/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.227, Loss: 0.886 Epoch 19 Batch 245/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.880 Epoch 19 Batch 246/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.984 Epoch 19 Batch 247/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.938 Epoch 19 Batch 248/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.899 Epoch 19 Batch 249/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.945 Epoch 19 Batch 250/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.227, Loss: 0.882 Epoch 19 Batch 251/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 0.928 Epoch 19 Batch 252/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.907 Epoch 19 Batch 253/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.227, Loss: 0.964 Epoch 19 Batch 254/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.975 Epoch 19 Batch 255/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.901 Epoch 19 Batch 256/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.948 Epoch 19 Batch 257/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.901 Epoch 19 Batch 258/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.881 Epoch 19 Batch 259/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.920 Epoch 19 Batch 260/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.934 Epoch 19 Batch 261/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.228, Loss: 0.910 Epoch 19 Batch 262/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.959 Epoch 19 Batch 263/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.227, Loss: 0.948 Epoch 19 Batch 264/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.945 Epoch 19 Batch 265/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.905 Epoch 19 Batch 266/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.945 Epoch 19 Batch 267/1077 - Train Accuracy: 0.218, Validation Accuracy: 0.227, Loss: 0.920 Epoch 19 Batch 268/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.927 Epoch 19 Batch 269/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.227, Loss: 0.974 Epoch 19 Batch 270/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.959 Epoch 19 Batch 271/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.960 Epoch 19 Batch 272/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.958 Epoch 19 Batch 273/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.921 Epoch 19 Batch 274/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.965 Epoch 19 Batch 275/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 0.987 Epoch 19 Batch 276/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.961 Epoch 19 Batch 277/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.226, Loss: 0.896 Epoch 19 Batch 278/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.948 Epoch 19 Batch 279/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.909 Epoch 19 Batch 280/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.941 Epoch 19 Batch 281/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.917 Epoch 19 Batch 282/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.943 Epoch 19 Batch 283/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.916 Epoch 19 Batch 284/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.226, Loss: 0.976 Epoch 19 Batch 285/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.226, Loss: 0.937 Epoch 19 Batch 286/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.890 Epoch 19 Batch 287/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.917 Epoch 19 Batch 288/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.226, Loss: 0.957 Epoch 19 Batch 289/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.226, Loss: 0.862 Epoch 19 Batch 290/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 1.008 Epoch 19 Batch 291/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.226, Loss: 0.925 Epoch 19 Batch 292/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.226, Loss: 0.995 Epoch 19 Batch 293/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.926 Epoch 19 Batch 294/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.226, Loss: 0.906 Epoch 19 Batch 295/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.225, Loss: 0.923 Epoch 19 Batch 296/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.226, Loss: 0.978 Epoch 19 Batch 297/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.990 Epoch 19 Batch 298/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 1.036 Epoch 19 Batch 299/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.930 Epoch 19 Batch 300/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.227, Loss: 0.960 Epoch 19 Batch 301/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.857 Epoch 19 Batch 302/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.895 Epoch 19 Batch 303/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.227, Loss: 0.959 Epoch 19 Batch 304/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 0.938 Epoch 19 Batch 305/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.899 Epoch 19 Batch 306/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.227, Loss: 0.967 Epoch 19 Batch 307/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.914 Epoch 19 Batch 308/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.942 Epoch 19 Batch 309/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.994 Epoch 19 Batch 310/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.914 Epoch 19 Batch 311/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.227, Loss: 0.959 Epoch 19 Batch 312/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.946 Epoch 19 Batch 313/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.903 Epoch 19 Batch 314/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.226, Loss: 0.966 Epoch 19 Batch 315/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.926 Epoch 19 Batch 316/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.970 Epoch 19 Batch 317/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.227, Loss: 0.975 Epoch 19 Batch 318/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.909 Epoch 19 Batch 319/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.988 Epoch 19 Batch 320/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.906 Epoch 19 Batch 321/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 1.009 Epoch 19 Batch 322/1077 - Train Accuracy: 0.179, Validation Accuracy: 0.226, Loss: 0.916 Epoch 19 Batch 323/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.226, Loss: 0.930 Epoch 19 Batch 324/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.226, Loss: 0.937 Epoch 19 Batch 325/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.226, Loss: 0.923 Epoch 19 Batch 326/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.226, Loss: 0.909 Epoch 19 Batch 327/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.909 Epoch 19 Batch 328/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.225, Loss: 0.944 Epoch 19 Batch 329/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.225, Loss: 0.930 Epoch 19 Batch 330/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.967 Epoch 19 Batch 331/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.226, Loss: 0.941 Epoch 19 Batch 332/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.226, Loss: 0.977 Epoch 19 Batch 333/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.226, Loss: 0.930 Epoch 19 Batch 334/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.900 Epoch 19 Batch 335/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.919 Epoch 19 Batch 336/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.968 Epoch 19 Batch 337/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.924 Epoch 19 Batch 338/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.879 Epoch 19 Batch 339/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.895 Epoch 19 Batch 340/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.918 Epoch 19 Batch 341/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.869 Epoch 19 Batch 342/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.227, Loss: 0.904 Epoch 19 Batch 343/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.842 Epoch 19 Batch 344/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.927 Epoch 19 Batch 345/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 0.892 Epoch 19 Batch 346/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.952 Epoch 19 Batch 347/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.994 Epoch 19 Batch 348/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.227, Loss: 0.957 Epoch 19 Batch 349/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.993 Epoch 19 Batch 350/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.930 Epoch 19 Batch 351/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.226, Loss: 0.894 Epoch 19 Batch 352/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.909 Epoch 19 Batch 353/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.226, Loss: 0.959 Epoch 19 Batch 354/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.950 Epoch 19 Batch 355/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.942 Epoch 19 Batch 356/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.226, Loss: 0.910 Epoch 19 Batch 357/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.921 Epoch 19 Batch 358/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.226, Loss: 0.940 Epoch 19 Batch 359/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.226, Loss: 0.929 Epoch 19 Batch 360/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.918 Epoch 19 Batch 361/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.921 Epoch 19 Batch 362/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.965 Epoch 19 Batch 363/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.926 Epoch 19 Batch 364/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.022 Epoch 19 Batch 365/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.927 Epoch 19 Batch 366/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.911 Epoch 19 Batch 367/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.226, Loss: 0.947 Epoch 19 Batch 368/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.226, Loss: 0.965 Epoch 19 Batch 369/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 1.005 Epoch 19 Batch 370/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.227, Loss: 0.966 Epoch 19 Batch 371/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.946 Epoch 19 Batch 372/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.888 Epoch 19 Batch 373/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.227, Loss: 0.909 Epoch 19 Batch 374/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.227, Loss: 1.011 Epoch 19 Batch 375/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.227, Loss: 0.971 Epoch 19 Batch 376/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.227, Loss: 0.972 Epoch 19 Batch 377/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.931 Epoch 19 Batch 378/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.969 Epoch 19 Batch 379/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.941 Epoch 19 Batch 380/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.896 Epoch 19 Batch 381/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.923 Epoch 19 Batch 382/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 0.928 Epoch 19 Batch 383/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.227, Loss: 0.969 Epoch 19 Batch 384/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.948 Epoch 19 Batch 385/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.912 Epoch 19 Batch 386/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.991 Epoch 19 Batch 387/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.910 Epoch 19 Batch 388/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.227, Loss: 0.992 Epoch 19 Batch 389/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.909 Epoch 19 Batch 390/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.966 Epoch 19 Batch 391/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.227, Loss: 0.915 Epoch 19 Batch 392/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.916 Epoch 19 Batch 393/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.892 Epoch 19 Batch 394/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.945 Epoch 19 Batch 395/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.931 Epoch 19 Batch 396/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.942 Epoch 19 Batch 397/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.977 Epoch 19 Batch 398/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.886 Epoch 19 Batch 399/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.227, Loss: 0.908 Epoch 19 Batch 400/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 1.017 Epoch 19 Batch 401/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.951 Epoch 19 Batch 402/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.883 Epoch 19 Batch 403/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.994 Epoch 19 Batch 404/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.982 Epoch 19 Batch 405/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.936 Epoch 19 Batch 406/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 0.928 Epoch 19 Batch 407/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.934 Epoch 19 Batch 408/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.937 Epoch 19 Batch 409/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.967 Epoch 19 Batch 410/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.227, Loss: 0.951 Epoch 19 Batch 411/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.227, Loss: 0.973 Epoch 19 Batch 412/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.898 Epoch 19 Batch 413/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.904 Epoch 19 Batch 414/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.227, Loss: 1.035 Epoch 19 Batch 415/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.970 Epoch 19 Batch 416/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.904 Epoch 19 Batch 417/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.984 Epoch 19 Batch 418/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.920 Epoch 19 Batch 419/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.893 Epoch 19 Batch 420/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.901 Epoch 19 Batch 421/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.931 Epoch 19 Batch 422/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.934 Epoch 19 Batch 423/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.958 Epoch 19 Batch 424/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.941 Epoch 19 Batch 425/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.890 Epoch 19 Batch 426/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.966 Epoch 19 Batch 427/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.227, Loss: 0.942 Epoch 19 Batch 428/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.227, Loss: 0.894 Epoch 19 Batch 429/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.980 Epoch 19 Batch 430/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.974 Epoch 19 Batch 431/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.928 Epoch 19 Batch 432/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.891 Epoch 19 Batch 433/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.916 Epoch 19 Batch 434/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.940 Epoch 19 Batch 435/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.227, Loss: 0.943 Epoch 19 Batch 436/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.900 Epoch 19 Batch 437/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.864 Epoch 19 Batch 438/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.923 Epoch 19 Batch 439/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.902 Epoch 19 Batch 440/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.918 Epoch 19 Batch 441/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.228, Loss: 0.851 Epoch 19 Batch 442/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.924 Epoch 19 Batch 443/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.924 Epoch 19 Batch 444/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.954 Epoch 19 Batch 445/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.914 Epoch 19 Batch 446/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.912 Epoch 19 Batch 447/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.897 Epoch 19 Batch 448/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.925 Epoch 19 Batch 449/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.903 Epoch 19 Batch 450/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.935 Epoch 19 Batch 451/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.939 Epoch 19 Batch 452/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.924 Epoch 19 Batch 453/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.924 Epoch 19 Batch 454/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.922 Epoch 19 Batch 455/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.228, Loss: 0.945 Epoch 19 Batch 456/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.897 Epoch 19 Batch 457/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.938 Epoch 19 Batch 458/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.228, Loss: 0.936 Epoch 19 Batch 459/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.933 Epoch 19 Batch 460/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.944 Epoch 19 Batch 461/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.887 Epoch 19 Batch 462/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.963 Epoch 19 Batch 463/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.980 Epoch 19 Batch 464/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.228, Loss: 0.904 Epoch 19 Batch 465/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.929 Epoch 19 Batch 466/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.983 Epoch 19 Batch 467/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.227, Loss: 0.953 Epoch 19 Batch 468/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.985 Epoch 19 Batch 469/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.864 Epoch 19 Batch 470/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.953 Epoch 19 Batch 471/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.965 Epoch 19 Batch 472/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.227, Loss: 0.896 Epoch 19 Batch 473/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.906 Epoch 19 Batch 474/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.912 Epoch 19 Batch 475/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.956 Epoch 19 Batch 476/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.227, Loss: 0.858 Epoch 19 Batch 477/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.227, Loss: 0.966 Epoch 19 Batch 478/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.227, Loss: 0.880 Epoch 19 Batch 479/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.958 Epoch 19 Batch 480/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.944 Epoch 19 Batch 481/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.942 Epoch 19 Batch 482/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.902 Epoch 19 Batch 483/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.939 Epoch 19 Batch 484/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.940 Epoch 19 Batch 485/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.901 Epoch 19 Batch 486/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.227, Loss: 0.860 Epoch 19 Batch 487/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.227, Loss: 0.960 Epoch 19 Batch 488/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.227, Loss: 0.902 Epoch 19 Batch 489/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.905 Epoch 19 Batch 490/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.924 Epoch 19 Batch 491/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.917 Epoch 19 Batch 492/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.901 Epoch 19 Batch 493/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.905 Epoch 19 Batch 494/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.970 Epoch 19 Batch 495/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 0.901 Epoch 19 Batch 496/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 0.947 Epoch 19 Batch 497/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.927 Epoch 19 Batch 498/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.939 Epoch 19 Batch 499/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.228, Loss: 0.965 Epoch 19 Batch 500/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.940 Epoch 19 Batch 501/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.975 Epoch 19 Batch 502/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.897 Epoch 19 Batch 503/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.943 Epoch 19 Batch 504/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.908 Epoch 19 Batch 505/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.963 Epoch 19 Batch 506/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.938 Epoch 19 Batch 507/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.228, Loss: 0.911 Epoch 19 Batch 508/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.967 Epoch 19 Batch 509/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.939 Epoch 19 Batch 510/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.951 Epoch 19 Batch 511/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.228, Loss: 0.982 Epoch 19 Batch 512/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.960 Epoch 19 Batch 513/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.910 Epoch 19 Batch 514/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.976 Epoch 19 Batch 515/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.973 Epoch 19 Batch 516/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.925 Epoch 19 Batch 517/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.922 Epoch 19 Batch 518/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.903 Epoch 19 Batch 519/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.895 Epoch 19 Batch 520/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.947 Epoch 19 Batch 521/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 0.917 Epoch 19 Batch 522/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.984 Epoch 19 Batch 523/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.906 Epoch 19 Batch 524/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.871 Epoch 19 Batch 525/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.939 Epoch 19 Batch 526/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.916 Epoch 19 Batch 527/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 0.895 Epoch 19 Batch 528/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.954 Epoch 19 Batch 529/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.938 Epoch 19 Batch 530/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.924 Epoch 19 Batch 531/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.963 Epoch 19 Batch 532/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.227, Loss: 0.873 Epoch 19 Batch 533/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.968 Epoch 19 Batch 534/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 1.004 Epoch 19 Batch 535/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.925 Epoch 19 Batch 536/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.909 Epoch 19 Batch 537/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.887 Epoch 19 Batch 538/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.924 Epoch 19 Batch 539/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.886 Epoch 19 Batch 540/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.882 Epoch 19 Batch 541/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.922 Epoch 19 Batch 542/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.929 Epoch 19 Batch 543/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.879 Epoch 19 Batch 544/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.937 Epoch 19 Batch 545/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.954 Epoch 19 Batch 546/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.915 Epoch 19 Batch 547/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.909 Epoch 19 Batch 548/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.941 Epoch 19 Batch 549/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.932 Epoch 19 Batch 550/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.957 Epoch 19 Batch 551/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.951 Epoch 19 Batch 552/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.932 Epoch 19 Batch 553/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.011 Epoch 19 Batch 554/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.228, Loss: 0.984 Epoch 19 Batch 555/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.977 Epoch 19 Batch 556/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.902 Epoch 19 Batch 557/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.946 Epoch 19 Batch 558/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.896 Epoch 19 Batch 559/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.937 Epoch 19 Batch 560/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.950 Epoch 19 Batch 561/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.928 Epoch 19 Batch 562/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.904 Epoch 19 Batch 563/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 1.017 Epoch 19 Batch 564/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.890 Epoch 19 Batch 565/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.902 Epoch 19 Batch 566/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.946 Epoch 19 Batch 567/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.915 Epoch 19 Batch 568/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 1.026 Epoch 19 Batch 569/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 1.000 Epoch 19 Batch 570/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.932 Epoch 19 Batch 571/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.227, Loss: 0.907 Epoch 19 Batch 572/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.939 Epoch 19 Batch 573/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.929 Epoch 19 Batch 574/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.227, Loss: 0.927 Epoch 19 Batch 575/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.901 Epoch 19 Batch 576/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.906 Epoch 19 Batch 577/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.917 Epoch 19 Batch 578/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.947 Epoch 19 Batch 579/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.226, Loss: 0.909 Epoch 19 Batch 580/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.911 Epoch 19 Batch 581/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.932 Epoch 19 Batch 582/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.226, Loss: 0.952 Epoch 19 Batch 583/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.226, Loss: 0.956 Epoch 19 Batch 584/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.924 Epoch 19 Batch 585/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.949 Epoch 19 Batch 586/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.227, Loss: 0.940 Epoch 19 Batch 587/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.963 Epoch 19 Batch 588/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 1.002 Epoch 19 Batch 589/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.227, Loss: 0.938 Epoch 19 Batch 590/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 0.917 Epoch 19 Batch 591/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.227, Loss: 0.890 Epoch 19 Batch 592/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.889 Epoch 19 Batch 593/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.923 Epoch 19 Batch 594/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.909 Epoch 19 Batch 595/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.902 Epoch 19 Batch 596/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.903 Epoch 19 Batch 597/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.227, Loss: 1.005 Epoch 19 Batch 598/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.909 Epoch 19 Batch 599/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.966 Epoch 19 Batch 600/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.227, Loss: 0.977 Epoch 19 Batch 601/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.227, Loss: 0.928 Epoch 19 Batch 602/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.903 Epoch 19 Batch 603/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.901 Epoch 19 Batch 604/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.227, Loss: 0.969 Epoch 19 Batch 605/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.979 Epoch 19 Batch 606/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.915 Epoch 19 Batch 607/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.227, Loss: 0.977 Epoch 19 Batch 608/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.960 Epoch 19 Batch 609/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.227, Loss: 0.954 Epoch 19 Batch 610/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.227, Loss: 0.938 Epoch 19 Batch 611/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.227, Loss: 0.961 Epoch 19 Batch 612/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.227, Loss: 0.904 Epoch 19 Batch 613/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.978 Epoch 19 Batch 614/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.888 Epoch 19 Batch 615/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.920 Epoch 19 Batch 616/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.951 Epoch 19 Batch 617/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 0.939 Epoch 19 Batch 618/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.947 Epoch 19 Batch 619/1077 - Train Accuracy: 0.102, Validation Accuracy: 0.227, Loss: 0.889 Epoch 19 Batch 620/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.936 Epoch 19 Batch 621/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.948 Epoch 19 Batch 622/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.227, Loss: 0.898 Epoch 19 Batch 623/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.226, Loss: 0.959 Epoch 19 Batch 624/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.925 Epoch 19 Batch 625/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.902 Epoch 19 Batch 626/1077 - Train Accuracy: 0.222, Validation Accuracy: 0.227, Loss: 0.866 Epoch 19 Batch 627/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.943 Epoch 19 Batch 628/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.934 Epoch 19 Batch 629/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 0.909 Epoch 19 Batch 630/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.922 Epoch 19 Batch 631/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.955 Epoch 19 Batch 632/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.982 Epoch 19 Batch 633/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.856 Epoch 19 Batch 634/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.928 Epoch 19 Batch 635/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.227, Loss: 1.004 Epoch 19 Batch 636/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.956 Epoch 19 Batch 637/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.982 Epoch 19 Batch 638/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 0.921 Epoch 19 Batch 639/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.907 Epoch 19 Batch 640/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.227, Loss: 0.968 Epoch 19 Batch 641/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.866 Epoch 19 Batch 642/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.971 Epoch 19 Batch 643/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.929 Epoch 19 Batch 644/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.893 Epoch 19 Batch 645/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.227, Loss: 0.988 Epoch 19 Batch 646/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.228, Loss: 0.950 Epoch 19 Batch 647/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.938 Epoch 19 Batch 648/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.993 Epoch 19 Batch 649/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.943 Epoch 19 Batch 650/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.992 Epoch 19 Batch 651/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.892 Epoch 19 Batch 652/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.227, Loss: 1.002 Epoch 19 Batch 653/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.942 Epoch 19 Batch 654/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.958 Epoch 19 Batch 655/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.969 Epoch 19 Batch 656/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.932 Epoch 19 Batch 657/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.227, Loss: 0.916 Epoch 19 Batch 658/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.227, Loss: 0.960 Epoch 19 Batch 659/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.887 Epoch 19 Batch 660/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.860 Epoch 19 Batch 661/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.948 Epoch 19 Batch 662/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.899 Epoch 19 Batch 663/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 0.889 Epoch 19 Batch 664/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.914 Epoch 19 Batch 665/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.887 Epoch 19 Batch 666/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.227, Loss: 0.887 Epoch 19 Batch 667/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.227, Loss: 0.946 Epoch 19 Batch 668/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.227, Loss: 0.913 Epoch 19 Batch 669/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.227, Loss: 0.948 Epoch 19 Batch 670/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.227, Loss: 0.951 Epoch 19 Batch 671/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.944 Epoch 19 Batch 672/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.227, Loss: 0.959 Epoch 19 Batch 673/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.943 Epoch 19 Batch 674/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.890 Epoch 19 Batch 675/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.950 Epoch 19 Batch 676/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.227, Loss: 0.945 Epoch 19 Batch 677/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.931 Epoch 19 Batch 678/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.899 Epoch 19 Batch 679/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.964 Epoch 19 Batch 680/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.934 Epoch 19 Batch 681/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.995 Epoch 19 Batch 682/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.227, Loss: 0.980 Epoch 19 Batch 683/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.912 Epoch 19 Batch 684/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.911 Epoch 19 Batch 685/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.960 Epoch 19 Batch 686/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.227, Loss: 0.940 Epoch 19 Batch 687/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.878 Epoch 19 Batch 688/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.948 Epoch 19 Batch 689/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.861 Epoch 19 Batch 690/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.955 Epoch 19 Batch 691/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.929 Epoch 19 Batch 692/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.913 Epoch 19 Batch 693/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.227, Loss: 0.936 Epoch 19 Batch 694/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.916 Epoch 19 Batch 695/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.866 Epoch 19 Batch 696/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.911 Epoch 19 Batch 697/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.972 Epoch 19 Batch 698/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.227, Loss: 1.023 Epoch 19 Batch 699/1077 - Train Accuracy: 0.103, Validation Accuracy: 0.227, Loss: 0.952 Epoch 19 Batch 700/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.994 Epoch 19 Batch 701/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.922 Epoch 19 Batch 702/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 0.988 Epoch 19 Batch 703/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.917 Epoch 19 Batch 704/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.941 Epoch 19 Batch 705/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.941 Epoch 19 Batch 706/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.925 Epoch 19 Batch 707/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.934 Epoch 19 Batch 708/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.937 Epoch 19 Batch 709/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.988 Epoch 19 Batch 710/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.947 Epoch 19 Batch 711/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.946 Epoch 19 Batch 712/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.965 Epoch 19 Batch 713/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.228, Loss: 0.932 Epoch 19 Batch 714/1077 - Train Accuracy: 0.181, Validation Accuracy: 0.228, Loss: 0.955 Epoch 19 Batch 715/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.904 Epoch 19 Batch 716/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.880 Epoch 19 Batch 717/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.944 Epoch 19 Batch 718/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.896 Epoch 19 Batch 719/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.902 Epoch 19 Batch 720/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 1.012 Epoch 19 Batch 721/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.896 Epoch 19 Batch 722/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.938 Epoch 19 Batch 723/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.973 Epoch 19 Batch 724/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.935 Epoch 19 Batch 725/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.228, Loss: 0.953 Epoch 19 Batch 726/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 0.959 Epoch 19 Batch 727/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.917 Epoch 19 Batch 728/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.228, Loss: 0.950 Epoch 19 Batch 729/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.888 Epoch 19 Batch 730/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.881 Epoch 19 Batch 731/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.895 Epoch 19 Batch 732/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.228, Loss: 0.881 Epoch 19 Batch 733/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.863 Epoch 19 Batch 734/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.228, Loss: 0.920 Epoch 19 Batch 735/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.916 Epoch 19 Batch 736/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.963 Epoch 19 Batch 737/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.919 Epoch 19 Batch 738/1077 - Train Accuracy: 0.289, Validation Accuracy: 0.229, Loss: 0.859 Epoch 19 Batch 739/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.870 Epoch 19 Batch 740/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.883 Epoch 19 Batch 741/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.959 Epoch 19 Batch 742/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.890 Epoch 19 Batch 743/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.961 Epoch 19 Batch 744/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 0.949 Epoch 19 Batch 745/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.907 Epoch 19 Batch 746/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.965 Epoch 19 Batch 747/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.952 Epoch 19 Batch 748/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 0.957 Epoch 19 Batch 749/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.984 Epoch 19 Batch 750/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 0.875 Epoch 19 Batch 751/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.914 Epoch 19 Batch 752/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.931 Epoch 19 Batch 753/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.921 Epoch 19 Batch 754/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.940 Epoch 19 Batch 755/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.955 Epoch 19 Batch 756/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.918 Epoch 19 Batch 757/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.973 Epoch 19 Batch 758/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.916 Epoch 19 Batch 759/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.875 Epoch 19 Batch 760/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.956 Epoch 19 Batch 761/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.228, Loss: 0.962 Epoch 19 Batch 762/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 1.011 Epoch 19 Batch 763/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.919 Epoch 19 Batch 764/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.897 Epoch 19 Batch 765/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.899 Epoch 19 Batch 766/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.926 Epoch 19 Batch 767/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.854 Epoch 19 Batch 768/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.915 Epoch 19 Batch 769/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.963 Epoch 19 Batch 770/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.930 Epoch 19 Batch 771/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.891 Epoch 19 Batch 772/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.969 Epoch 19 Batch 773/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.896 Epoch 19 Batch 774/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.911 Epoch 19 Batch 775/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.891 Epoch 19 Batch 776/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.904 Epoch 19 Batch 777/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.878 Epoch 19 Batch 778/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.946 Epoch 19 Batch 779/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.869 Epoch 19 Batch 780/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.949 Epoch 19 Batch 781/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.953 Epoch 19 Batch 782/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 0.936 Epoch 19 Batch 783/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.926 Epoch 19 Batch 784/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.926 Epoch 19 Batch 785/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.901 Epoch 19 Batch 786/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.927 Epoch 19 Batch 787/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.945 Epoch 19 Batch 788/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.914 Epoch 19 Batch 789/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.228, Loss: 0.921 Epoch 19 Batch 790/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.958 Epoch 19 Batch 791/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.994 Epoch 19 Batch 792/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.871 Epoch 19 Batch 793/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.918 Epoch 19 Batch 794/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.228, Loss: 0.973 Epoch 19 Batch 795/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.918 Epoch 19 Batch 796/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.986 Epoch 19 Batch 797/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.927 Epoch 19 Batch 798/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.878 Epoch 19 Batch 799/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.228, Loss: 0.921 Epoch 19 Batch 800/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.931 Epoch 19 Batch 801/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.899 Epoch 19 Batch 802/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.951 Epoch 19 Batch 803/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.996 Epoch 19 Batch 804/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.953 Epoch 19 Batch 805/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.932 Epoch 19 Batch 806/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.228, Loss: 0.940 Epoch 19 Batch 807/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.950 Epoch 19 Batch 808/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.941 Epoch 19 Batch 809/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.906 Epoch 19 Batch 810/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.941 Epoch 19 Batch 811/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.971 Epoch 19 Batch 812/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.996 Epoch 19 Batch 813/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.947 Epoch 19 Batch 814/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.938 Epoch 19 Batch 815/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.940 Epoch 19 Batch 816/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 0.989 Epoch 19 Batch 817/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.934 Epoch 19 Batch 818/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.920 Epoch 19 Batch 819/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.881 Epoch 19 Batch 820/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.950 Epoch 19 Batch 821/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.851 Epoch 19 Batch 822/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.883 Epoch 19 Batch 823/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.888 Epoch 19 Batch 824/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.952 Epoch 19 Batch 825/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.895 Epoch 19 Batch 826/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.984 Epoch 19 Batch 827/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.229, Loss: 0.936 Epoch 19 Batch 828/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.964 Epoch 19 Batch 829/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.953 Epoch 19 Batch 830/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.988 Epoch 19 Batch 831/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.228, Loss: 0.973 Epoch 19 Batch 832/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.918 Epoch 19 Batch 833/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.924 Epoch 19 Batch 834/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.228, Loss: 0.939 Epoch 19 Batch 835/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.886 Epoch 19 Batch 836/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.874 Epoch 19 Batch 837/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 1.000 Epoch 19 Batch 838/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.978 Epoch 19 Batch 839/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.927 Epoch 19 Batch 840/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.936 Epoch 19 Batch 841/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.909 Epoch 19 Batch 842/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.916 Epoch 19 Batch 843/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.923 Epoch 19 Batch 844/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.899 Epoch 19 Batch 845/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.973 Epoch 19 Batch 846/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.229, Loss: 0.990 Epoch 19 Batch 847/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.954 Epoch 19 Batch 848/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.967 Epoch 19 Batch 849/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.889 Epoch 19 Batch 850/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.934 Epoch 19 Batch 851/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.922 Epoch 19 Batch 852/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.950 Epoch 19 Batch 853/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.953 Epoch 19 Batch 854/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.916 Epoch 19 Batch 855/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.920 Epoch 19 Batch 856/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.228, Loss: 0.920 Epoch 19 Batch 857/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.948 Epoch 19 Batch 858/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.948 Epoch 19 Batch 859/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.228, Loss: 0.917 Epoch 19 Batch 860/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.907 Epoch 19 Batch 861/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.923 Epoch 19 Batch 862/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.904 Epoch 19 Batch 863/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.932 Epoch 19 Batch 864/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.963 Epoch 19 Batch 865/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.229, Loss: 0.947 Epoch 19 Batch 866/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.896 Epoch 19 Batch 867/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.961 Epoch 19 Batch 868/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.898 Epoch 19 Batch 869/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.984 Epoch 19 Batch 870/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.229, Loss: 0.972 Epoch 19 Batch 871/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.911 Epoch 19 Batch 872/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.946 Epoch 19 Batch 873/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.932 Epoch 19 Batch 874/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.882 Epoch 19 Batch 875/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.970 Epoch 19 Batch 876/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.875 Epoch 19 Batch 877/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.917 Epoch 19 Batch 878/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 0.944 Epoch 19 Batch 879/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.893 Epoch 19 Batch 880/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.929 Epoch 19 Batch 881/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 1.006 Epoch 19 Batch 882/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 0.885 Epoch 19 Batch 883/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.927 Epoch 19 Batch 884/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.914 Epoch 19 Batch 885/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.228, Loss: 0.954 Epoch 19 Batch 886/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.963 Epoch 19 Batch 887/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.981 Epoch 19 Batch 888/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.966 Epoch 19 Batch 889/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.912 Epoch 19 Batch 890/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.229, Loss: 0.959 Epoch 19 Batch 891/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.941 Epoch 19 Batch 892/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.887 Epoch 19 Batch 893/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.890 Epoch 19 Batch 894/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.919 Epoch 19 Batch 895/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.895 Epoch 19 Batch 896/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.228, Loss: 0.993 Epoch 19 Batch 897/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.907 Epoch 19 Batch 898/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.953 Epoch 19 Batch 899/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.861 Epoch 19 Batch 900/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.869 Epoch 19 Batch 901/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.955 Epoch 19 Batch 902/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.921 Epoch 19 Batch 903/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.938 Epoch 19 Batch 904/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.969 Epoch 19 Batch 905/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.955 Epoch 19 Batch 906/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.922 Epoch 19 Batch 907/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.939 Epoch 19 Batch 908/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.924 Epoch 19 Batch 909/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 0.854 Epoch 19 Batch 910/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.943 Epoch 19 Batch 911/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.229, Loss: 0.991 Epoch 19 Batch 912/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.960 Epoch 19 Batch 913/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.947 Epoch 19 Batch 914/1077 - Train Accuracy: 0.297, Validation Accuracy: 0.228, Loss: 0.955 Epoch 19 Batch 915/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.994 Epoch 19 Batch 916/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.874 Epoch 19 Batch 917/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.978 Epoch 19 Batch 918/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.228, Loss: 0.859 Epoch 19 Batch 919/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.228, Loss: 0.951 Epoch 19 Batch 920/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.913 Epoch 19 Batch 921/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.948 Epoch 19 Batch 922/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.983 Epoch 19 Batch 923/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.932 Epoch 19 Batch 924/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.228, Loss: 1.000 Epoch 19 Batch 925/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.943 Epoch 19 Batch 926/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.941 Epoch 19 Batch 927/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 0.961 Epoch 19 Batch 928/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.972 Epoch 19 Batch 929/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.905 Epoch 19 Batch 930/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.877 Epoch 19 Batch 931/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.936 Epoch 19 Batch 932/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.924 Epoch 19 Batch 933/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.943 Epoch 19 Batch 934/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.946 Epoch 19 Batch 935/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.960 Epoch 19 Batch 936/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.944 Epoch 19 Batch 937/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.228, Loss: 0.942 Epoch 19 Batch 938/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.921 Epoch 19 Batch 939/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.974 Epoch 19 Batch 940/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.915 Epoch 19 Batch 941/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.916 Epoch 19 Batch 942/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.938 Epoch 19 Batch 943/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.964 Epoch 19 Batch 944/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.893 Epoch 19 Batch 945/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.932 Epoch 19 Batch 946/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.936 Epoch 19 Batch 947/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.927 Epoch 19 Batch 948/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.873 Epoch 19 Batch 949/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.909 Epoch 19 Batch 950/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.901 Epoch 19 Batch 951/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.908 Epoch 19 Batch 952/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.895 Epoch 19 Batch 953/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.921 Epoch 19 Batch 954/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.935 Epoch 19 Batch 955/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.902 Epoch 19 Batch 956/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.978 Epoch 19 Batch 957/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.955 Epoch 19 Batch 958/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.932 Epoch 19 Batch 959/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.970 Epoch 19 Batch 960/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 1.003 Epoch 19 Batch 961/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.900 Epoch 19 Batch 962/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.966 Epoch 19 Batch 963/1077 - Train Accuracy: 0.067, Validation Accuracy: 0.228, Loss: 0.926 Epoch 19 Batch 964/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.892 Epoch 19 Batch 965/1077 - Train Accuracy: 0.102, Validation Accuracy: 0.228, Loss: 0.958 Epoch 19 Batch 966/1077 - Train Accuracy: 0.258, Validation Accuracy: 0.228, Loss: 0.949 Epoch 19 Batch 967/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.927 Epoch 19 Batch 968/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.967 Epoch 19 Batch 969/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.985 Epoch 19 Batch 970/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.924 Epoch 19 Batch 971/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.977 Epoch 19 Batch 972/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.932 Epoch 19 Batch 973/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.939 Epoch 19 Batch 974/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.932 Epoch 19 Batch 975/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.228, Loss: 0.969 Epoch 19 Batch 976/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.927 Epoch 19 Batch 977/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.918 Epoch 19 Batch 978/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.887 Epoch 19 Batch 979/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.951 Epoch 19 Batch 980/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.936 Epoch 19 Batch 981/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.931 Epoch 19 Batch 982/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.939 Epoch 19 Batch 983/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.927 Epoch 19 Batch 984/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.967 Epoch 19 Batch 985/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.228, Loss: 0.905 Epoch 19 Batch 986/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.946 Epoch 19 Batch 987/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.884 Epoch 19 Batch 988/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.228, Loss: 0.921 Epoch 19 Batch 989/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.940 Epoch 19 Batch 990/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.228, Loss: 0.959 Epoch 19 Batch 991/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.228, Loss: 0.929 Epoch 19 Batch 992/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.900 Epoch 19 Batch 993/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.932 Epoch 19 Batch 994/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.899 Epoch 19 Batch 995/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.950 Epoch 19 Batch 996/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.993 Epoch 19 Batch 997/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.917 Epoch 19 Batch 998/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.927 Epoch 19 Batch 999/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.891 Epoch 19 Batch 1000/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.986 Epoch 19 Batch 1001/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.228, Loss: 0.925 Epoch 19 Batch 1002/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.228, Loss: 0.915 Epoch 19 Batch 1003/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.958 Epoch 19 Batch 1004/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.922 Epoch 19 Batch 1005/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.908 Epoch 19 Batch 1006/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.964 Epoch 19 Batch 1007/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.952 Epoch 19 Batch 1008/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.937 Epoch 19 Batch 1009/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.868 Epoch 19 Batch 1010/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.906 Epoch 19 Batch 1011/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.932 Epoch 19 Batch 1012/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.869 Epoch 19 Batch 1013/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.984 Epoch 19 Batch 1014/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.985 Epoch 19 Batch 1015/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.916 Epoch 19 Batch 1016/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.931 Epoch 19 Batch 1017/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.228, Loss: 0.881 Epoch 19 Batch 1018/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.952 Epoch 19 Batch 1019/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.914 Epoch 19 Batch 1020/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.982 Epoch 19 Batch 1021/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.917 Epoch 19 Batch 1022/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.949 Epoch 19 Batch 1023/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.229, Loss: 0.894 Epoch 19 Batch 1024/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.925 Epoch 19 Batch 1025/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.908 Epoch 19 Batch 1026/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.906 Epoch 19 Batch 1027/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.949 Epoch 19 Batch 1028/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.228, Loss: 0.947 Epoch 19 Batch 1029/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.880 Epoch 19 Batch 1030/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.930 Epoch 19 Batch 1031/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.228, Loss: 0.963 Epoch 19 Batch 1032/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.966 Epoch 19 Batch 1033/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.952 Epoch 19 Batch 1034/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.228, Loss: 0.910 Epoch 19 Batch 1035/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.989 Epoch 19 Batch 1036/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 1.009 Epoch 19 Batch 1037/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.229, Loss: 0.946 Epoch 19 Batch 1038/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.985 Epoch 19 Batch 1039/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.910 Epoch 19 Batch 1040/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.946 Epoch 19 Batch 1041/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.887 Epoch 19 Batch 1042/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.933 Epoch 19 Batch 1043/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.228, Loss: 0.942 Epoch 19 Batch 1044/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.914 Epoch 19 Batch 1045/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.885 Epoch 19 Batch 1046/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.964 Epoch 19 Batch 1047/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.970 Epoch 19 Batch 1048/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.884 Epoch 19 Batch 1049/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.940 Epoch 19 Batch 1050/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.890 Epoch 19 Batch 1051/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.954 Epoch 19 Batch 1052/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 0.840 Epoch 19 Batch 1053/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.956 Epoch 19 Batch 1054/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.904 Epoch 19 Batch 1055/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.949 Epoch 19 Batch 1056/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.854 Epoch 19 Batch 1057/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.978 Epoch 19 Batch 1058/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.960 Epoch 19 Batch 1059/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.932 Epoch 19 Batch 1060/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.918 Epoch 19 Batch 1061/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.942 Epoch 19 Batch 1062/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.952 Epoch 19 Batch 1063/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.917 Epoch 19 Batch 1064/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 1.004 Epoch 19 Batch 1065/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.928 Epoch 19 Batch 1066/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.962 Epoch 19 Batch 1067/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.939 Epoch 19 Batch 1068/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.994 Epoch 19 Batch 1069/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.919 Epoch 19 Batch 1070/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.924 Epoch 19 Batch 1071/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.957 Epoch 19 Batch 1072/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.931 Epoch 19 Batch 1073/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.916 Epoch 19 Batch 1074/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.972 Epoch 19 Batch 1075/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.899 Epoch 20 Batch 0/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.907 Epoch 20 Batch 1/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.909 Epoch 20 Batch 2/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.960 Epoch 20 Batch 3/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.971 Epoch 20 Batch 4/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.881 Epoch 20 Batch 5/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.926 Epoch 20 Batch 6/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.922 Epoch 20 Batch 7/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.228, Loss: 0.933 Epoch 20 Batch 8/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.902 Epoch 20 Batch 9/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.921 Epoch 20 Batch 10/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.860 Epoch 20 Batch 11/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.924 Epoch 20 Batch 12/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.871 Epoch 20 Batch 13/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 0.899 Epoch 20 Batch 14/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.908 Epoch 20 Batch 15/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.934 Epoch 20 Batch 16/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.936 Epoch 20 Batch 17/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.970 Epoch 20 Batch 18/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.957 Epoch 20 Batch 19/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.924 Epoch 20 Batch 20/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.947 Epoch 20 Batch 21/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.971 Epoch 20 Batch 22/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.977 Epoch 20 Batch 23/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.971 Epoch 20 Batch 24/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.945 Epoch 20 Batch 25/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.957 Epoch 20 Batch 26/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.962 Epoch 20 Batch 27/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.876 Epoch 20 Batch 28/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.881 Epoch 20 Batch 29/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.893 Epoch 20 Batch 30/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.899 Epoch 20 Batch 31/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.881 Epoch 20 Batch 32/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.881 Epoch 20 Batch 33/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.961 Epoch 20 Batch 34/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.898 Epoch 20 Batch 35/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.916 Epoch 20 Batch 36/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.959 Epoch 20 Batch 37/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.931 Epoch 20 Batch 38/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.912 Epoch 20 Batch 39/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.957 Epoch 20 Batch 40/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.928 Epoch 20 Batch 41/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.965 Epoch 20 Batch 42/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.909 Epoch 20 Batch 43/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.229, Loss: 0.889 Epoch 20 Batch 44/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.889 Epoch 20 Batch 45/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.954 Epoch 20 Batch 46/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.229, Loss: 0.954 Epoch 20 Batch 47/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.876 Epoch 20 Batch 48/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.948 Epoch 20 Batch 49/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.228, Loss: 0.918 Epoch 20 Batch 50/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.937 Epoch 20 Batch 51/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.926 Epoch 20 Batch 52/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.968 Epoch 20 Batch 53/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.228, Loss: 0.921 Epoch 20 Batch 54/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.981 Epoch 20 Batch 55/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.895 Epoch 20 Batch 56/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.917 Epoch 20 Batch 57/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.228, Loss: 0.990 Epoch 20 Batch 58/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.963 Epoch 20 Batch 59/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.968 Epoch 20 Batch 60/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.937 Epoch 20 Batch 61/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.910 Epoch 20 Batch 62/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.915 Epoch 20 Batch 63/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 0.952 Epoch 20 Batch 64/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.940 Epoch 20 Batch 65/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.900 Epoch 20 Batch 66/1077 - Train Accuracy: 0.180, Validation Accuracy: 0.228, Loss: 0.936 Epoch 20 Batch 67/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.961 Epoch 20 Batch 68/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.939 Epoch 20 Batch 69/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.960 Epoch 20 Batch 70/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.930 Epoch 20 Batch 71/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.864 Epoch 20 Batch 72/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.915 Epoch 20 Batch 73/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.956 Epoch 20 Batch 74/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.861 Epoch 20 Batch 75/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.945 Epoch 20 Batch 76/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.926 Epoch 20 Batch 77/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.955 Epoch 20 Batch 78/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.944 Epoch 20 Batch 79/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.902 Epoch 20 Batch 80/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.929 Epoch 20 Batch 81/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.228, Loss: 0.923 Epoch 20 Batch 82/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.228, Loss: 0.950 Epoch 20 Batch 83/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.975 Epoch 20 Batch 84/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.916 Epoch 20 Batch 85/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.937 Epoch 20 Batch 86/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.978 Epoch 20 Batch 87/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.955 Epoch 20 Batch 88/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.959 Epoch 20 Batch 89/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.925 Epoch 20 Batch 90/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.976 Epoch 20 Batch 91/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.942 Epoch 20 Batch 92/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.939 Epoch 20 Batch 93/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.942 Epoch 20 Batch 94/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.896 Epoch 20 Batch 95/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.888 Epoch 20 Batch 96/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.926 Epoch 20 Batch 97/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.947 Epoch 20 Batch 98/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.960 Epoch 20 Batch 99/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.896 Epoch 20 Batch 100/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.909 Epoch 20 Batch 101/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.897 Epoch 20 Batch 102/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.934 Epoch 20 Batch 103/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.872 Epoch 20 Batch 104/1077 - Train Accuracy: 0.099, Validation Accuracy: 0.228, Loss: 0.969 Epoch 20 Batch 105/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.937 Epoch 20 Batch 106/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.228, Loss: 0.963 Epoch 20 Batch 107/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.228, Loss: 0.963 Epoch 20 Batch 108/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.228, Loss: 0.932 Epoch 20 Batch 109/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.905 Epoch 20 Batch 110/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.228, Loss: 0.892 Epoch 20 Batch 111/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.949 Epoch 20 Batch 112/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.947 Epoch 20 Batch 113/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 1.005 Epoch 20 Batch 114/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.914 Epoch 20 Batch 115/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.951 Epoch 20 Batch 116/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.928 Epoch 20 Batch 117/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.902 Epoch 20 Batch 118/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.227, Loss: 0.983 Epoch 20 Batch 119/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.984 Epoch 20 Batch 120/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 1.009 Epoch 20 Batch 121/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.890 Epoch 20 Batch 122/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.937 Epoch 20 Batch 123/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.978 Epoch 20 Batch 124/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.888 Epoch 20 Batch 125/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.911 Epoch 20 Batch 126/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.971 Epoch 20 Batch 127/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.928 Epoch 20 Batch 128/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.227, Loss: 0.948 Epoch 20 Batch 129/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.927 Epoch 20 Batch 130/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 0.991 Epoch 20 Batch 131/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.932 Epoch 20 Batch 132/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.958 Epoch 20 Batch 133/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.227, Loss: 0.943 Epoch 20 Batch 134/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.957 Epoch 20 Batch 135/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.951 Epoch 20 Batch 136/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.959 Epoch 20 Batch 137/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.992 Epoch 20 Batch 138/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.962 Epoch 20 Batch 139/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.864 Epoch 20 Batch 140/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.874 Epoch 20 Batch 141/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.943 Epoch 20 Batch 142/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.860 Epoch 20 Batch 143/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 1.029 Epoch 20 Batch 144/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 1.032 Epoch 20 Batch 145/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.905 Epoch 20 Batch 146/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.983 Epoch 20 Batch 147/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.956 Epoch 20 Batch 148/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.945 Epoch 20 Batch 149/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.925 Epoch 20 Batch 150/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.939 Epoch 20 Batch 151/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.939 Epoch 20 Batch 152/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.966 Epoch 20 Batch 153/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.949 Epoch 20 Batch 154/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.946 Epoch 20 Batch 155/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.935 Epoch 20 Batch 156/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.910 Epoch 20 Batch 157/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.897 Epoch 20 Batch 158/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.932 Epoch 20 Batch 159/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.916 Epoch 20 Batch 160/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.882 Epoch 20 Batch 161/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.915 Epoch 20 Batch 162/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.901 Epoch 20 Batch 163/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.941 Epoch 20 Batch 164/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.852 Epoch 20 Batch 165/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.986 Epoch 20 Batch 166/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.228, Loss: 0.919 Epoch 20 Batch 167/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.855 Epoch 20 Batch 168/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.921 Epoch 20 Batch 169/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.227, Loss: 0.939 Epoch 20 Batch 170/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.923 Epoch 20 Batch 171/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.227, Loss: 0.933 Epoch 20 Batch 172/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 0.957 Epoch 20 Batch 173/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.227, Loss: 0.990 Epoch 20 Batch 174/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.938 Epoch 20 Batch 175/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.973 Epoch 20 Batch 176/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.973 Epoch 20 Batch 177/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.999 Epoch 20 Batch 178/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.897 Epoch 20 Batch 179/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.228, Loss: 0.928 Epoch 20 Batch 180/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.898 Epoch 20 Batch 181/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.948 Epoch 20 Batch 182/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.966 Epoch 20 Batch 183/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.972 Epoch 20 Batch 184/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.952 Epoch 20 Batch 185/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.945 Epoch 20 Batch 186/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.928 Epoch 20 Batch 187/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.899 Epoch 20 Batch 188/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.958 Epoch 20 Batch 189/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.897 Epoch 20 Batch 190/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.867 Epoch 20 Batch 191/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.228, Loss: 0.884 Epoch 20 Batch 192/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.974 Epoch 20 Batch 193/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.922 Epoch 20 Batch 194/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.903 Epoch 20 Batch 195/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.852 Epoch 20 Batch 196/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.928 Epoch 20 Batch 197/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.900 Epoch 20 Batch 198/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.958 Epoch 20 Batch 199/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.861 Epoch 20 Batch 200/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.895 Epoch 20 Batch 201/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.930 Epoch 20 Batch 202/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.878 Epoch 20 Batch 203/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.875 Epoch 20 Batch 204/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.981 Epoch 20 Batch 205/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.990 Epoch 20 Batch 206/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.907 Epoch 20 Batch 207/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.959 Epoch 20 Batch 208/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.904 Epoch 20 Batch 209/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.944 Epoch 20 Batch 210/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 0.941 Epoch 20 Batch 211/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.962 Epoch 20 Batch 212/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.967 Epoch 20 Batch 213/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.953 Epoch 20 Batch 214/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.897 Epoch 20 Batch 215/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.935 Epoch 20 Batch 216/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.938 Epoch 20 Batch 217/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.925 Epoch 20 Batch 218/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.227, Loss: 0.997 Epoch 20 Batch 219/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.227, Loss: 0.980 Epoch 20 Batch 220/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.885 Epoch 20 Batch 221/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.907 Epoch 20 Batch 222/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.918 Epoch 20 Batch 223/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.913 Epoch 20 Batch 224/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.919 Epoch 20 Batch 225/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 1.009 Epoch 20 Batch 226/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.935 Epoch 20 Batch 227/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.863 Epoch 20 Batch 228/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.943 Epoch 20 Batch 229/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.904 Epoch 20 Batch 230/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.874 Epoch 20 Batch 231/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.968 Epoch 20 Batch 232/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.987 Epoch 20 Batch 233/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.891 Epoch 20 Batch 234/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.228, Loss: 0.953 Epoch 20 Batch 235/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.952 Epoch 20 Batch 236/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.932 Epoch 20 Batch 237/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.885 Epoch 20 Batch 238/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.925 Epoch 20 Batch 239/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.911 Epoch 20 Batch 240/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.890 Epoch 20 Batch 241/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.946 Epoch 20 Batch 242/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.972 Epoch 20 Batch 243/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.883 Epoch 20 Batch 244/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.227, Loss: 0.941 Epoch 20 Batch 245/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.958 Epoch 20 Batch 246/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.904 Epoch 20 Batch 247/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.985 Epoch 20 Batch 248/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.945 Epoch 20 Batch 249/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.926 Epoch 20 Batch 250/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.228, Loss: 0.902 Epoch 20 Batch 251/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 0.934 Epoch 20 Batch 252/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.926 Epoch 20 Batch 253/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.227, Loss: 0.957 Epoch 20 Batch 254/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.878 Epoch 20 Batch 255/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 0.910 Epoch 20 Batch 256/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.931 Epoch 20 Batch 257/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.930 Epoch 20 Batch 258/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.977 Epoch 20 Batch 259/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.950 Epoch 20 Batch 260/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.227, Loss: 0.895 Epoch 20 Batch 261/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.227, Loss: 0.914 Epoch 20 Batch 262/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.946 Epoch 20 Batch 263/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.228, Loss: 0.943 Epoch 20 Batch 264/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.953 Epoch 20 Batch 265/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.876 Epoch 20 Batch 266/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.939 Epoch 20 Batch 267/1077 - Train Accuracy: 0.219, Validation Accuracy: 0.227, Loss: 0.915 Epoch 20 Batch 268/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.981 Epoch 20 Batch 269/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.227, Loss: 0.919 Epoch 20 Batch 270/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.919 Epoch 20 Batch 271/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.932 Epoch 20 Batch 272/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.931 Epoch 20 Batch 273/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.921 Epoch 20 Batch 274/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.948 Epoch 20 Batch 275/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.913 Epoch 20 Batch 276/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 1.018 Epoch 20 Batch 277/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 0.985 Epoch 20 Batch 278/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.922 Epoch 20 Batch 279/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.912 Epoch 20 Batch 280/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.971 Epoch 20 Batch 281/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.961 Epoch 20 Batch 282/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 1.001 Epoch 20 Batch 283/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.921 Epoch 20 Batch 284/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.924 Epoch 20 Batch 285/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.946 Epoch 20 Batch 286/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.861 Epoch 20 Batch 287/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.918 Epoch 20 Batch 288/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.944 Epoch 20 Batch 289/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.228, Loss: 0.975 Epoch 20 Batch 290/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.934 Epoch 20 Batch 291/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.939 Epoch 20 Batch 292/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.941 Epoch 20 Batch 293/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.950 Epoch 20 Batch 294/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.228, Loss: 0.914 Epoch 20 Batch 295/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.919 Epoch 20 Batch 296/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.923 Epoch 20 Batch 297/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.922 Epoch 20 Batch 298/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.938 Epoch 20 Batch 299/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.889 Epoch 20 Batch 300/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.228, Loss: 0.966 Epoch 20 Batch 301/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.940 Epoch 20 Batch 302/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.965 Epoch 20 Batch 303/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.228, Loss: 0.942 Epoch 20 Batch 304/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.886 Epoch 20 Batch 305/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.910 Epoch 20 Batch 306/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.986 Epoch 20 Batch 307/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.991 Epoch 20 Batch 308/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.954 Epoch 20 Batch 309/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.870 Epoch 20 Batch 310/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.942 Epoch 20 Batch 311/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 0.991 Epoch 20 Batch 312/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.943 Epoch 20 Batch 313/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.929 Epoch 20 Batch 314/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 0.918 Epoch 20 Batch 315/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.947 Epoch 20 Batch 316/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.905 Epoch 20 Batch 317/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.227, Loss: 1.011 Epoch 20 Batch 318/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.996 Epoch 20 Batch 319/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.910 Epoch 20 Batch 320/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.962 Epoch 20 Batch 321/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.905 Epoch 20 Batch 322/1077 - Train Accuracy: 0.179, Validation Accuracy: 0.227, Loss: 0.856 Epoch 20 Batch 323/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.939 Epoch 20 Batch 324/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.890 Epoch 20 Batch 325/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.227, Loss: 0.996 Epoch 20 Batch 326/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.909 Epoch 20 Batch 327/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.949 Epoch 20 Batch 328/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.915 Epoch 20 Batch 329/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.935 Epoch 20 Batch 330/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.927 Epoch 20 Batch 331/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.227, Loss: 0.930 Epoch 20 Batch 332/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.874 Epoch 20 Batch 333/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.909 Epoch 20 Batch 334/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.895 Epoch 20 Batch 335/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.908 Epoch 20 Batch 336/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.939 Epoch 20 Batch 337/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.959 Epoch 20 Batch 338/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.943 Epoch 20 Batch 339/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.873 Epoch 20 Batch 340/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.921 Epoch 20 Batch 341/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.989 Epoch 20 Batch 342/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.228, Loss: 0.925 Epoch 20 Batch 343/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.933 Epoch 20 Batch 344/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.963 Epoch 20 Batch 345/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.975 Epoch 20 Batch 346/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.965 Epoch 20 Batch 347/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.938 Epoch 20 Batch 348/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 0.942 Epoch 20 Batch 349/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.896 Epoch 20 Batch 350/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.912 Epoch 20 Batch 351/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.974 Epoch 20 Batch 352/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.913 Epoch 20 Batch 353/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.974 Epoch 20 Batch 354/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.994 Epoch 20 Batch 355/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.947 Epoch 20 Batch 356/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 1.006 Epoch 20 Batch 357/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 1.008 Epoch 20 Batch 358/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.877 Epoch 20 Batch 359/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.954 Epoch 20 Batch 360/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.947 Epoch 20 Batch 361/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.972 Epoch 20 Batch 362/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.997 Epoch 20 Batch 363/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.915 Epoch 20 Batch 364/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.942 Epoch 20 Batch 365/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.900 Epoch 20 Batch 366/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.920 Epoch 20 Batch 367/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 0.899 Epoch 20 Batch 368/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.956 Epoch 20 Batch 369/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.956 Epoch 20 Batch 370/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.882 Epoch 20 Batch 371/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.905 Epoch 20 Batch 372/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.925 Epoch 20 Batch 373/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.873 Epoch 20 Batch 374/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.229, Loss: 0.905 Epoch 20 Batch 375/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.229, Loss: 0.911 Epoch 20 Batch 376/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.228, Loss: 0.925 Epoch 20 Batch 377/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.910 Epoch 20 Batch 378/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.913 Epoch 20 Batch 379/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.927 Epoch 20 Batch 380/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.912 Epoch 20 Batch 381/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.885 Epoch 20 Batch 382/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.969 Epoch 20 Batch 383/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 0.957 Epoch 20 Batch 384/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.924 Epoch 20 Batch 385/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.843 Epoch 20 Batch 386/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.888 Epoch 20 Batch 387/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.856 Epoch 20 Batch 388/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.227, Loss: 0.929 Epoch 20 Batch 389/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.894 Epoch 20 Batch 390/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.910 Epoch 20 Batch 391/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.227, Loss: 0.928 Epoch 20 Batch 392/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.912 Epoch 20 Batch 393/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.899 Epoch 20 Batch 394/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.888 Epoch 20 Batch 395/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.910 Epoch 20 Batch 396/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.924 Epoch 20 Batch 397/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.963 Epoch 20 Batch 398/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.930 Epoch 20 Batch 399/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.227, Loss: 0.980 Epoch 20 Batch 400/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.929 Epoch 20 Batch 401/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.934 Epoch 20 Batch 402/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.939 Epoch 20 Batch 403/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.906 Epoch 20 Batch 404/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.930 Epoch 20 Batch 405/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.958 Epoch 20 Batch 406/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.227, Loss: 0.912 Epoch 20 Batch 407/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.991 Epoch 20 Batch 408/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.983 Epoch 20 Batch 409/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.911 Epoch 20 Batch 410/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.228, Loss: 0.974 Epoch 20 Batch 411/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.924 Epoch 20 Batch 412/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.991 Epoch 20 Batch 413/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.941 Epoch 20 Batch 414/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 0.925 Epoch 20 Batch 415/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.955 Epoch 20 Batch 416/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.962 Epoch 20 Batch 417/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.933 Epoch 20 Batch 418/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.924 Epoch 20 Batch 419/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.905 Epoch 20 Batch 420/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.956 Epoch 20 Batch 421/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.934 Epoch 20 Batch 422/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.958 Epoch 20 Batch 423/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.904 Epoch 20 Batch 424/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.860 Epoch 20 Batch 425/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.950 Epoch 20 Batch 426/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.962 Epoch 20 Batch 427/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.227, Loss: 0.870 Epoch 20 Batch 428/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.227, Loss: 0.957 Epoch 20 Batch 429/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.867 Epoch 20 Batch 430/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.978 Epoch 20 Batch 431/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.889 Epoch 20 Batch 432/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.894 Epoch 20 Batch 433/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.893 Epoch 20 Batch 434/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.914 Epoch 20 Batch 435/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.228, Loss: 0.925 Epoch 20 Batch 436/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.918 Epoch 20 Batch 437/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.957 Epoch 20 Batch 438/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.923 Epoch 20 Batch 439/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.957 Epoch 20 Batch 440/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 1.000 Epoch 20 Batch 441/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 0.878 Epoch 20 Batch 442/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.932 Epoch 20 Batch 443/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.991 Epoch 20 Batch 444/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.910 Epoch 20 Batch 445/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.933 Epoch 20 Batch 446/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.894 Epoch 20 Batch 447/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.933 Epoch 20 Batch 448/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.868 Epoch 20 Batch 449/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.978 Epoch 20 Batch 450/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.881 Epoch 20 Batch 451/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.881 Epoch 20 Batch 452/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.919 Epoch 20 Batch 453/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.942 Epoch 20 Batch 454/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.924 Epoch 20 Batch 455/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.228, Loss: 0.928 Epoch 20 Batch 456/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.920 Epoch 20 Batch 457/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.866 Epoch 20 Batch 458/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.228, Loss: 0.967 Epoch 20 Batch 459/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.911 Epoch 20 Batch 460/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.891 Epoch 20 Batch 461/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.979 Epoch 20 Batch 462/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.922 Epoch 20 Batch 463/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.227, Loss: 0.900 Epoch 20 Batch 464/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.227, Loss: 0.959 Epoch 20 Batch 465/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 1.000 Epoch 20 Batch 466/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.904 Epoch 20 Batch 467/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.227, Loss: 0.909 Epoch 20 Batch 468/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.879 Epoch 20 Batch 469/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.932 Epoch 20 Batch 470/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 0.892 Epoch 20 Batch 471/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.948 Epoch 20 Batch 472/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.227, Loss: 0.888 Epoch 20 Batch 473/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.985 Epoch 20 Batch 474/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.919 Epoch 20 Batch 475/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.979 Epoch 20 Batch 476/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.227, Loss: 0.906 Epoch 20 Batch 477/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.227, Loss: 0.944 Epoch 20 Batch 478/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.226, Loss: 0.865 Epoch 20 Batch 479/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.226, Loss: 0.948 Epoch 20 Batch 480/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.226, Loss: 0.865 Epoch 20 Batch 481/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.226, Loss: 0.938 Epoch 20 Batch 482/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.914 Epoch 20 Batch 483/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.941 Epoch 20 Batch 484/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.929 Epoch 20 Batch 485/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.918 Epoch 20 Batch 486/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.227, Loss: 0.914 Epoch 20 Batch 487/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.227, Loss: 0.900 Epoch 20 Batch 488/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.227, Loss: 0.945 Epoch 20 Batch 489/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.227, Loss: 0.910 Epoch 20 Batch 490/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.872 Epoch 20 Batch 491/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.982 Epoch 20 Batch 492/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.916 Epoch 20 Batch 493/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.906 Epoch 20 Batch 494/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.930 Epoch 20 Batch 495/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.228, Loss: 0.954 Epoch 20 Batch 496/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.935 Epoch 20 Batch 497/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.939 Epoch 20 Batch 498/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.968 Epoch 20 Batch 499/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.228, Loss: 0.940 Epoch 20 Batch 500/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.924 Epoch 20 Batch 501/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.898 Epoch 20 Batch 502/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.925 Epoch 20 Batch 503/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.983 Epoch 20 Batch 504/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.928 Epoch 20 Batch 505/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.921 Epoch 20 Batch 506/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.931 Epoch 20 Batch 507/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.228, Loss: 0.883 Epoch 20 Batch 508/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.925 Epoch 20 Batch 509/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.936 Epoch 20 Batch 510/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.853 Epoch 20 Batch 511/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.228, Loss: 0.947 Epoch 20 Batch 512/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.989 Epoch 20 Batch 513/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.969 Epoch 20 Batch 514/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.865 Epoch 20 Batch 515/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.923 Epoch 20 Batch 516/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.953 Epoch 20 Batch 517/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.946 Epoch 20 Batch 518/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.924 Epoch 20 Batch 519/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.890 Epoch 20 Batch 520/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.853 Epoch 20 Batch 521/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.880 Epoch 20 Batch 522/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.923 Epoch 20 Batch 523/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.906 Epoch 20 Batch 524/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.935 Epoch 20 Batch 525/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.910 Epoch 20 Batch 526/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.946 Epoch 20 Batch 527/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 0.948 Epoch 20 Batch 528/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.960 Epoch 20 Batch 529/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.906 Epoch 20 Batch 530/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.963 Epoch 20 Batch 531/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.942 Epoch 20 Batch 532/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.228, Loss: 0.882 Epoch 20 Batch 533/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.949 Epoch 20 Batch 534/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.947 Epoch 20 Batch 535/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.959 Epoch 20 Batch 536/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.928 Epoch 20 Batch 537/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.916 Epoch 20 Batch 538/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.940 Epoch 20 Batch 539/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.935 Epoch 20 Batch 540/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.967 Epoch 20 Batch 541/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.934 Epoch 20 Batch 542/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.974 Epoch 20 Batch 543/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.888 Epoch 20 Batch 544/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.846 Epoch 20 Batch 545/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.936 Epoch 20 Batch 546/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.937 Epoch 20 Batch 547/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.874 Epoch 20 Batch 548/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.882 Epoch 20 Batch 549/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.974 Epoch 20 Batch 550/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 1.000 Epoch 20 Batch 551/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.949 Epoch 20 Batch 552/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.982 Epoch 20 Batch 553/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.940 Epoch 20 Batch 554/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.227, Loss: 0.962 Epoch 20 Batch 555/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.949 Epoch 20 Batch 556/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.918 Epoch 20 Batch 557/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.899 Epoch 20 Batch 558/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.926 Epoch 20 Batch 559/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.973 Epoch 20 Batch 560/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.925 Epoch 20 Batch 561/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.227, Loss: 0.899 Epoch 20 Batch 562/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.954 Epoch 20 Batch 563/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.976 Epoch 20 Batch 564/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 0.941 Epoch 20 Batch 565/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.914 Epoch 20 Batch 566/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.903 Epoch 20 Batch 567/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.928 Epoch 20 Batch 568/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.895 Epoch 20 Batch 569/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.884 Epoch 20 Batch 570/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.941 Epoch 20 Batch 571/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.227, Loss: 0.918 Epoch 20 Batch 572/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.226, Loss: 0.946 Epoch 20 Batch 573/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.883 Epoch 20 Batch 574/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.873 Epoch 20 Batch 575/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 0.919 Epoch 20 Batch 576/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.947 Epoch 20 Batch 577/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.914 Epoch 20 Batch 578/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.946 Epoch 20 Batch 579/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.938 Epoch 20 Batch 580/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.939 Epoch 20 Batch 581/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.891 Epoch 20 Batch 582/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.911 Epoch 20 Batch 583/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.227, Loss: 0.971 Epoch 20 Batch 584/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.227, Loss: 0.946 Epoch 20 Batch 585/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.931 Epoch 20 Batch 586/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.226, Loss: 0.940 Epoch 20 Batch 587/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.921 Epoch 20 Batch 588/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.931 Epoch 20 Batch 589/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.227, Loss: 0.967 Epoch 20 Batch 590/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 0.933 Epoch 20 Batch 591/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.227, Loss: 0.937 Epoch 20 Batch 592/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.936 Epoch 20 Batch 593/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 0.947 Epoch 20 Batch 594/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.890 Epoch 20 Batch 595/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.937 Epoch 20 Batch 596/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.920 Epoch 20 Batch 597/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.227, Loss: 0.951 Epoch 20 Batch 598/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.952 Epoch 20 Batch 599/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.933 Epoch 20 Batch 600/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.936 Epoch 20 Batch 601/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.227, Loss: 0.940 Epoch 20 Batch 602/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.916 Epoch 20 Batch 603/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.999 Epoch 20 Batch 604/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.228, Loss: 0.958 Epoch 20 Batch 605/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.958 Epoch 20 Batch 606/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.899 Epoch 20 Batch 607/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.228, Loss: 0.997 Epoch 20 Batch 608/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.961 Epoch 20 Batch 609/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.924 Epoch 20 Batch 610/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.915 Epoch 20 Batch 611/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.941 Epoch 20 Batch 612/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.914 Epoch 20 Batch 613/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.931 Epoch 20 Batch 614/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.918 Epoch 20 Batch 615/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.958 Epoch 20 Batch 616/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.955 Epoch 20 Batch 617/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.920 Epoch 20 Batch 618/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.960 Epoch 20 Batch 619/1077 - Train Accuracy: 0.102, Validation Accuracy: 0.228, Loss: 0.933 Epoch 20 Batch 620/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.925 Epoch 20 Batch 621/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.950 Epoch 20 Batch 622/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.228, Loss: 0.852 Epoch 20 Batch 623/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.914 Epoch 20 Batch 624/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.951 Epoch 20 Batch 625/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.884 Epoch 20 Batch 626/1077 - Train Accuracy: 0.221, Validation Accuracy: 0.228, Loss: 0.944 Epoch 20 Batch 627/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.933 Epoch 20 Batch 628/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.930 Epoch 20 Batch 629/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.930 Epoch 20 Batch 630/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.923 Epoch 20 Batch 631/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.921 Epoch 20 Batch 632/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.919 Epoch 20 Batch 633/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 1.006 Epoch 20 Batch 634/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.914 Epoch 20 Batch 635/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.228, Loss: 0.941 Epoch 20 Batch 636/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.927 Epoch 20 Batch 637/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.961 Epoch 20 Batch 638/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 0.943 Epoch 20 Batch 639/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.905 Epoch 20 Batch 640/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 0.891 Epoch 20 Batch 641/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.919 Epoch 20 Batch 642/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.880 Epoch 20 Batch 643/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.935 Epoch 20 Batch 644/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.934 Epoch 20 Batch 645/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.954 Epoch 20 Batch 646/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.228, Loss: 0.898 Epoch 20 Batch 647/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.965 Epoch 20 Batch 648/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.918 Epoch 20 Batch 649/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.924 Epoch 20 Batch 650/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.888 Epoch 20 Batch 651/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.924 Epoch 20 Batch 652/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.950 Epoch 20 Batch 653/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.941 Epoch 20 Batch 654/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.869 Epoch 20 Batch 655/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.909 Epoch 20 Batch 656/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.912 Epoch 20 Batch 657/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.228, Loss: 0.951 Epoch 20 Batch 658/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.993 Epoch 20 Batch 659/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.922 Epoch 20 Batch 660/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.979 Epoch 20 Batch 661/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.931 Epoch 20 Batch 662/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.904 Epoch 20 Batch 663/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.228, Loss: 0.907 Epoch 20 Batch 664/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.880 Epoch 20 Batch 665/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.935 Epoch 20 Batch 666/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.228, Loss: 0.925 Epoch 20 Batch 667/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.228, Loss: 0.934 Epoch 20 Batch 668/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.915 Epoch 20 Batch 669/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.228, Loss: 0.889 Epoch 20 Batch 670/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.228, Loss: 0.947 Epoch 20 Batch 671/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.934 Epoch 20 Batch 672/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 0.920 Epoch 20 Batch 673/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.944 Epoch 20 Batch 674/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.990 Epoch 20 Batch 675/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.889 Epoch 20 Batch 676/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.228, Loss: 1.031 Epoch 20 Batch 677/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.963 Epoch 20 Batch 678/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.954 Epoch 20 Batch 679/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.900 Epoch 20 Batch 680/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.925 Epoch 20 Batch 681/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.947 Epoch 20 Batch 682/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.227, Loss: 0.911 Epoch 20 Batch 683/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.883 Epoch 20 Batch 684/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.937 Epoch 20 Batch 685/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.978 Epoch 20 Batch 686/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.828 Epoch 20 Batch 687/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.892 Epoch 20 Batch 688/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.992 Epoch 20 Batch 689/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.894 Epoch 20 Batch 690/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.987 Epoch 20 Batch 691/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.228, Loss: 0.950 Epoch 20 Batch 692/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.944 Epoch 20 Batch 693/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.954 Epoch 20 Batch 694/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.918 Epoch 20 Batch 695/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.227, Loss: 0.906 Epoch 20 Batch 696/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.946 Epoch 20 Batch 697/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.913 Epoch 20 Batch 698/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.962 Epoch 20 Batch 699/1077 - Train Accuracy: 0.102, Validation Accuracy: 0.228, Loss: 0.911 Epoch 20 Batch 700/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.879 Epoch 20 Batch 701/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.913 Epoch 20 Batch 702/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.228, Loss: 0.952 Epoch 20 Batch 703/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.920 Epoch 20 Batch 704/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.873 Epoch 20 Batch 705/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.905 Epoch 20 Batch 706/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.965 Epoch 20 Batch 707/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 1.003 Epoch 20 Batch 708/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.918 Epoch 20 Batch 709/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.928 Epoch 20 Batch 710/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 0.912 Epoch 20 Batch 711/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.992 Epoch 20 Batch 712/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.954 Epoch 20 Batch 713/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.228, Loss: 0.949 Epoch 20 Batch 714/1077 - Train Accuracy: 0.180, Validation Accuracy: 0.228, Loss: 0.878 Epoch 20 Batch 715/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.922 Epoch 20 Batch 716/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.877 Epoch 20 Batch 717/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.228, Loss: 0.906 Epoch 20 Batch 718/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.904 Epoch 20 Batch 719/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.929 Epoch 20 Batch 720/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.995 Epoch 20 Batch 721/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.900 Epoch 20 Batch 722/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.923 Epoch 20 Batch 723/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.937 Epoch 20 Batch 724/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.964 Epoch 20 Batch 725/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.957 Epoch 20 Batch 726/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.933 Epoch 20 Batch 727/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.954 Epoch 20 Batch 728/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.228, Loss: 0.934 Epoch 20 Batch 729/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.934 Epoch 20 Batch 730/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.954 Epoch 20 Batch 731/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.964 Epoch 20 Batch 732/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.228, Loss: 0.893 Epoch 20 Batch 733/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 1.007 Epoch 20 Batch 734/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.962 Epoch 20 Batch 735/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.921 Epoch 20 Batch 736/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.940 Epoch 20 Batch 737/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.982 Epoch 20 Batch 738/1077 - Train Accuracy: 0.287, Validation Accuracy: 0.228, Loss: 0.872 Epoch 20 Batch 739/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.964 Epoch 20 Batch 740/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.941 Epoch 20 Batch 741/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.904 Epoch 20 Batch 742/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.920 Epoch 20 Batch 743/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.917 Epoch 20 Batch 744/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 0.895 Epoch 20 Batch 745/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.891 Epoch 20 Batch 746/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.920 Epoch 20 Batch 747/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.925 Epoch 20 Batch 748/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.876 Epoch 20 Batch 749/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.912 Epoch 20 Batch 750/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.964 Epoch 20 Batch 751/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.917 Epoch 20 Batch 752/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.901 Epoch 20 Batch 753/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.995 Epoch 20 Batch 754/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.993 Epoch 20 Batch 755/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.925 Epoch 20 Batch 756/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.887 Epoch 20 Batch 757/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.227, Loss: 0.905 Epoch 20 Batch 758/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.894 Epoch 20 Batch 759/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.943 Epoch 20 Batch 760/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.864 Epoch 20 Batch 761/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.927 Epoch 20 Batch 762/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.938 Epoch 20 Batch 763/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.936 Epoch 20 Batch 764/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.930 Epoch 20 Batch 765/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.946 Epoch 20 Batch 766/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.953 Epoch 20 Batch 767/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.886 Epoch 20 Batch 768/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 1.011 Epoch 20 Batch 769/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.933 Epoch 20 Batch 770/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.922 Epoch 20 Batch 771/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.933 Epoch 20 Batch 772/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.944 Epoch 20 Batch 773/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.891 Epoch 20 Batch 774/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.974 Epoch 20 Batch 775/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.965 Epoch 20 Batch 776/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.915 Epoch 20 Batch 777/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.944 Epoch 20 Batch 778/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.228, Loss: 0.933 Epoch 20 Batch 779/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.923 Epoch 20 Batch 780/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.951 Epoch 20 Batch 781/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 0.933 Epoch 20 Batch 782/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.949 Epoch 20 Batch 783/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 1.008 Epoch 20 Batch 784/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.867 Epoch 20 Batch 785/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.956 Epoch 20 Batch 786/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.910 Epoch 20 Batch 787/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.907 Epoch 20 Batch 788/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.910 Epoch 20 Batch 789/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.228, Loss: 0.920 Epoch 20 Batch 790/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.904 Epoch 20 Batch 791/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.986 Epoch 20 Batch 792/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.910 Epoch 20 Batch 793/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.911 Epoch 20 Batch 794/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 0.879 Epoch 20 Batch 795/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.969 Epoch 20 Batch 796/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.909 Epoch 20 Batch 797/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.921 Epoch 20 Batch 798/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.903 Epoch 20 Batch 799/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.229, Loss: 0.943 Epoch 20 Batch 800/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.932 Epoch 20 Batch 801/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.882 Epoch 20 Batch 802/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.967 Epoch 20 Batch 803/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.975 Epoch 20 Batch 804/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.889 Epoch 20 Batch 805/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 0.923 Epoch 20 Batch 806/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.228, Loss: 0.911 Epoch 20 Batch 807/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.928 Epoch 20 Batch 808/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.985 Epoch 20 Batch 809/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.228, Loss: 0.940 Epoch 20 Batch 810/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.898 Epoch 20 Batch 811/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.981 Epoch 20 Batch 812/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.906 Epoch 20 Batch 813/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.920 Epoch 20 Batch 814/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.921 Epoch 20 Batch 815/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.944 Epoch 20 Batch 816/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.228, Loss: 0.883 Epoch 20 Batch 817/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.927 Epoch 20 Batch 818/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.912 Epoch 20 Batch 819/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.919 Epoch 20 Batch 820/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.895 Epoch 20 Batch 821/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.933 Epoch 20 Batch 822/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.920 Epoch 20 Batch 823/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.926 Epoch 20 Batch 824/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.983 Epoch 20 Batch 825/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.933 Epoch 20 Batch 826/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.922 Epoch 20 Batch 827/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.228, Loss: 0.930 Epoch 20 Batch 828/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.870 Epoch 20 Batch 829/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.968 Epoch 20 Batch 830/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.922 Epoch 20 Batch 831/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.229, Loss: 0.942 Epoch 20 Batch 832/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.933 Epoch 20 Batch 833/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.962 Epoch 20 Batch 834/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.229, Loss: 0.943 Epoch 20 Batch 835/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.959 Epoch 20 Batch 836/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.915 Epoch 20 Batch 837/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.905 Epoch 20 Batch 838/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.926 Epoch 20 Batch 839/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.882 Epoch 20 Batch 840/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.971 Epoch 20 Batch 841/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.944 Epoch 20 Batch 842/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.988 Epoch 20 Batch 843/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.928 Epoch 20 Batch 844/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 0.904 Epoch 20 Batch 845/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.910 Epoch 20 Batch 846/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.228, Loss: 0.890 Epoch 20 Batch 847/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 1.007 Epoch 20 Batch 848/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.952 Epoch 20 Batch 849/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.927 Epoch 20 Batch 850/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.946 Epoch 20 Batch 851/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.885 Epoch 20 Batch 852/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.925 Epoch 20 Batch 853/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 0.912 Epoch 20 Batch 854/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.978 Epoch 20 Batch 855/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.999 Epoch 20 Batch 856/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.988 Epoch 20 Batch 857/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.980 Epoch 20 Batch 858/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.979 Epoch 20 Batch 859/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.228, Loss: 0.916 Epoch 20 Batch 860/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.973 Epoch 20 Batch 861/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.909 Epoch 20 Batch 862/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.957 Epoch 20 Batch 863/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.945 Epoch 20 Batch 864/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.982 Epoch 20 Batch 865/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.228, Loss: 0.964 Epoch 20 Batch 866/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.855 Epoch 20 Batch 867/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.964 Epoch 20 Batch 868/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.892 Epoch 20 Batch 869/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.904 Epoch 20 Batch 870/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.228, Loss: 0.948 Epoch 20 Batch 871/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.941 Epoch 20 Batch 872/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.950 Epoch 20 Batch 873/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.962 Epoch 20 Batch 874/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.947 Epoch 20 Batch 875/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.861 Epoch 20 Batch 876/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.959 Epoch 20 Batch 877/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.865 Epoch 20 Batch 878/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.866 Epoch 20 Batch 879/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.947 Epoch 20 Batch 880/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.955 Epoch 20 Batch 881/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.921 Epoch 20 Batch 882/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.881 Epoch 20 Batch 883/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.228, Loss: 0.974 Epoch 20 Batch 884/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.975 Epoch 20 Batch 885/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.228, Loss: 0.839 Epoch 20 Batch 886/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.942 Epoch 20 Batch 887/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.842 Epoch 20 Batch 888/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.907 Epoch 20 Batch 889/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.914 Epoch 20 Batch 890/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.228, Loss: 0.965 Epoch 20 Batch 891/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.929 Epoch 20 Batch 892/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.887 Epoch 20 Batch 893/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.896 Epoch 20 Batch 894/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.895 Epoch 20 Batch 895/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.928 Epoch 20 Batch 896/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.964 Epoch 20 Batch 897/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.916 Epoch 20 Batch 898/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 1.005 Epoch 20 Batch 899/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.930 Epoch 20 Batch 900/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.880 Epoch 20 Batch 901/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.952 Epoch 20 Batch 902/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.961 Epoch 20 Batch 903/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.874 Epoch 20 Batch 904/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.925 Epoch 20 Batch 905/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.887 Epoch 20 Batch 906/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.924 Epoch 20 Batch 907/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.956 Epoch 20 Batch 908/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.941 Epoch 20 Batch 909/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 0.903 Epoch 20 Batch 910/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.971 Epoch 20 Batch 911/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.228, Loss: 0.949 Epoch 20 Batch 912/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.886 Epoch 20 Batch 913/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.970 Epoch 20 Batch 914/1077 - Train Accuracy: 0.296, Validation Accuracy: 0.228, Loss: 0.949 Epoch 20 Batch 915/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.867 Epoch 20 Batch 916/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.977 Epoch 20 Batch 917/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.899 Epoch 20 Batch 918/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.228, Loss: 0.869 Epoch 20 Batch 919/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.228, Loss: 0.880 Epoch 20 Batch 920/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.890 Epoch 20 Batch 921/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.906 Epoch 20 Batch 922/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.982 Epoch 20 Batch 923/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.228, Loss: 0.958 Epoch 20 Batch 924/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.228, Loss: 0.922 Epoch 20 Batch 925/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.228, Loss: 0.936 Epoch 20 Batch 926/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.926 Epoch 20 Batch 927/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 0.925 Epoch 20 Batch 928/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 1.042 Epoch 20 Batch 929/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.983 Epoch 20 Batch 930/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 0.951 Epoch 20 Batch 931/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.898 Epoch 20 Batch 932/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.917 Epoch 20 Batch 933/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.920 Epoch 20 Batch 934/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.877 Epoch 20 Batch 935/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.947 Epoch 20 Batch 936/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.938 Epoch 20 Batch 937/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.228, Loss: 0.954 Epoch 20 Batch 938/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 1.012 Epoch 20 Batch 939/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 1.014 Epoch 20 Batch 940/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.842 Epoch 20 Batch 941/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.946 Epoch 20 Batch 942/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.907 Epoch 20 Batch 943/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.902 Epoch 20 Batch 944/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.873 Epoch 20 Batch 945/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.934 Epoch 20 Batch 946/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.943 Epoch 20 Batch 947/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.872 Epoch 20 Batch 948/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.920 Epoch 20 Batch 949/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.934 Epoch 20 Batch 950/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.889 Epoch 20 Batch 951/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.897 Epoch 20 Batch 952/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.910 Epoch 20 Batch 953/1077 - Train Accuracy: 0.103, Validation Accuracy: 0.228, Loss: 0.996 Epoch 20 Batch 954/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.888 Epoch 20 Batch 955/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.937 Epoch 20 Batch 956/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.951 Epoch 20 Batch 957/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.897 Epoch 20 Batch 958/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.942 Epoch 20 Batch 959/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.946 Epoch 20 Batch 960/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 0.951 Epoch 20 Batch 961/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.916 Epoch 20 Batch 962/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.887 Epoch 20 Batch 963/1077 - Train Accuracy: 0.066, Validation Accuracy: 0.229, Loss: 0.915 Epoch 20 Batch 964/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.820 Epoch 20 Batch 965/1077 - Train Accuracy: 0.103, Validation Accuracy: 0.229, Loss: 0.909 Epoch 20 Batch 966/1077 - Train Accuracy: 0.260, Validation Accuracy: 0.229, Loss: 0.930 Epoch 20 Batch 967/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.938 Epoch 20 Batch 968/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.978 Epoch 20 Batch 969/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 1.002 Epoch 20 Batch 970/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.888 Epoch 20 Batch 971/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.981 Epoch 20 Batch 972/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.921 Epoch 20 Batch 973/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.904 Epoch 20 Batch 974/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.945 Epoch 20 Batch 975/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.229, Loss: 0.922 Epoch 20 Batch 976/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.872 Epoch 20 Batch 977/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.905 Epoch 20 Batch 978/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.954 Epoch 20 Batch 979/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.229, Loss: 0.965 Epoch 20 Batch 980/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.896 Epoch 20 Batch 981/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.885 Epoch 20 Batch 982/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.897 Epoch 20 Batch 983/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.923 Epoch 20 Batch 984/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.916 Epoch 20 Batch 985/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.229, Loss: 0.929 Epoch 20 Batch 986/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.928 Epoch 20 Batch 987/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.957 Epoch 20 Batch 988/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.229, Loss: 0.936 Epoch 20 Batch 989/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.903 Epoch 20 Batch 990/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 0.984 Epoch 20 Batch 991/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.908 Epoch 20 Batch 992/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.956 Epoch 20 Batch 993/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.874 Epoch 20 Batch 994/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.921 Epoch 20 Batch 995/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.897 Epoch 20 Batch 996/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.864 Epoch 20 Batch 997/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.942 Epoch 20 Batch 998/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.905 Epoch 20 Batch 999/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.969 Epoch 20 Batch 1000/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.874 Epoch 20 Batch 1001/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.229, Loss: 0.895 Epoch 20 Batch 1002/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.964 Epoch 20 Batch 1003/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.931 Epoch 20 Batch 1004/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.963 Epoch 20 Batch 1005/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.931 Epoch 20 Batch 1006/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.912 Epoch 20 Batch 1007/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.924 Epoch 20 Batch 1008/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.921 Epoch 20 Batch 1009/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.934 Epoch 20 Batch 1010/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.916 Epoch 20 Batch 1011/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.928 Epoch 20 Batch 1012/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.906 Epoch 20 Batch 1013/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.856 Epoch 20 Batch 1014/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.897 Epoch 20 Batch 1015/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.886 Epoch 20 Batch 1016/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.893 Epoch 20 Batch 1017/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.229, Loss: 0.887 Epoch 20 Batch 1018/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.915 Epoch 20 Batch 1019/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.934 Epoch 20 Batch 1020/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.947 Epoch 20 Batch 1021/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.975 Epoch 20 Batch 1022/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.959 Epoch 20 Batch 1023/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.229, Loss: 0.924 Epoch 20 Batch 1024/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.965 Epoch 20 Batch 1025/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.898 Epoch 20 Batch 1026/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.856 Epoch 20 Batch 1027/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.980 Epoch 20 Batch 1028/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.229, Loss: 0.944 Epoch 20 Batch 1029/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.930 Epoch 20 Batch 1030/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.939 Epoch 20 Batch 1031/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.915 Epoch 20 Batch 1032/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.879 Epoch 20 Batch 1033/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 0.921 Epoch 20 Batch 1034/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.228, Loss: 0.880 Epoch 20 Batch 1035/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.884 Epoch 20 Batch 1036/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.874 Epoch 20 Batch 1037/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.228, Loss: 0.938 Epoch 20 Batch 1038/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.904 Epoch 20 Batch 1039/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.851 Epoch 20 Batch 1040/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.932 Epoch 20 Batch 1041/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.916 Epoch 20 Batch 1042/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.894 Epoch 20 Batch 1043/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.228, Loss: 0.869 Epoch 20 Batch 1044/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.966 Epoch 20 Batch 1045/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.932 Epoch 20 Batch 1046/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.956 Epoch 20 Batch 1047/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.929 Epoch 20 Batch 1048/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.886 Epoch 20 Batch 1049/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.910 Epoch 20 Batch 1050/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.867 Epoch 20 Batch 1051/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.902 Epoch 20 Batch 1052/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.856 Epoch 20 Batch 1053/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 1.024 Epoch 20 Batch 1054/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 0.935 Epoch 20 Batch 1055/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.981 Epoch 20 Batch 1056/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.895 Epoch 20 Batch 1057/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.228, Loss: 0.957 Epoch 20 Batch 1058/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.228, Loss: 0.875 Epoch 20 Batch 1059/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.972 Epoch 20 Batch 1060/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.926 Epoch 20 Batch 1061/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.936 Epoch 20 Batch 1062/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.931 Epoch 20 Batch 1063/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.941 Epoch 20 Batch 1064/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.919 Epoch 20 Batch 1065/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.968 Epoch 20 Batch 1066/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.892 Epoch 20 Batch 1067/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.986 Epoch 20 Batch 1068/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.889 Epoch 20 Batch 1069/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.920 Epoch 20 Batch 1070/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.915 Epoch 20 Batch 1071/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.929 Epoch 20 Batch 1072/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.930 Epoch 20 Batch 1073/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.922 Epoch 20 Batch 1074/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 1.030 Epoch 20 Batch 1075/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.936 Epoch 21 Batch 0/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.925 Epoch 21 Batch 1/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.976 Epoch 21 Batch 2/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.903 Epoch 21 Batch 3/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.879 Epoch 21 Batch 4/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.934 Epoch 21 Batch 5/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.956 Epoch 21 Batch 6/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.913 Epoch 21 Batch 7/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.229, Loss: 0.931 Epoch 21 Batch 8/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.874 Epoch 21 Batch 9/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.950 Epoch 21 Batch 10/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.933 Epoch 21 Batch 11/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.901 Epoch 21 Batch 12/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.929 Epoch 21 Batch 13/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.229, Loss: 0.946 Epoch 21 Batch 14/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.920 Epoch 21 Batch 15/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.921 Epoch 21 Batch 16/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.900 Epoch 21 Batch 17/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.931 Epoch 21 Batch 18/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.939 Epoch 21 Batch 19/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.982 Epoch 21 Batch 20/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.900 Epoch 21 Batch 21/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.935 Epoch 21 Batch 22/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.956 Epoch 21 Batch 23/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.897 Epoch 21 Batch 24/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.946 Epoch 21 Batch 25/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.922 Epoch 21 Batch 26/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.916 Epoch 21 Batch 27/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.915 Epoch 21 Batch 28/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.911 Epoch 21 Batch 29/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.982 Epoch 21 Batch 30/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.879 Epoch 21 Batch 31/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.884 Epoch 21 Batch 32/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.883 Epoch 21 Batch 33/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.952 Epoch 21 Batch 34/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.834 Epoch 21 Batch 35/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.941 Epoch 21 Batch 36/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.895 Epoch 21 Batch 37/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.947 Epoch 21 Batch 38/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.229, Loss: 0.892 Epoch 21 Batch 39/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.913 Epoch 21 Batch 40/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.930 Epoch 21 Batch 41/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.938 Epoch 21 Batch 42/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.942 Epoch 21 Batch 43/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 0.899 Epoch 21 Batch 44/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.874 Epoch 21 Batch 45/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.891 Epoch 21 Batch 46/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 0.889 Epoch 21 Batch 47/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.982 Epoch 21 Batch 48/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.912 Epoch 21 Batch 49/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.229, Loss: 0.922 Epoch 21 Batch 50/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.947 Epoch 21 Batch 51/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.888 Epoch 21 Batch 52/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.912 Epoch 21 Batch 53/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.229, Loss: 0.922 Epoch 21 Batch 54/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.957 Epoch 21 Batch 55/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.922 Epoch 21 Batch 56/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.228, Loss: 0.891 Epoch 21 Batch 57/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.228, Loss: 0.844 Epoch 21 Batch 58/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.959 Epoch 21 Batch 59/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.906 Epoch 21 Batch 60/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.940 Epoch 21 Batch 61/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.914 Epoch 21 Batch 62/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.967 Epoch 21 Batch 63/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 0.908 Epoch 21 Batch 64/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.951 Epoch 21 Batch 65/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.228, Loss: 0.922 Epoch 21 Batch 66/1077 - Train Accuracy: 0.181, Validation Accuracy: 0.228, Loss: 0.932 Epoch 21 Batch 67/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.936 Epoch 21 Batch 68/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.932 Epoch 21 Batch 69/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.981 Epoch 21 Batch 70/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 1.006 Epoch 21 Batch 71/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.897 Epoch 21 Batch 72/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.933 Epoch 21 Batch 73/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.904 Epoch 21 Batch 74/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.937 Epoch 21 Batch 75/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 1.028 Epoch 21 Batch 76/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.894 Epoch 21 Batch 77/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.924 Epoch 21 Batch 78/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.229, Loss: 0.921 Epoch 21 Batch 79/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.892 Epoch 21 Batch 80/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.909 Epoch 21 Batch 81/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.229, Loss: 0.863 Epoch 21 Batch 82/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.229, Loss: 0.936 Epoch 21 Batch 83/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.915 Epoch 21 Batch 84/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.911 Epoch 21 Batch 85/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.922 Epoch 21 Batch 86/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.930 Epoch 21 Batch 87/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.959 Epoch 21 Batch 88/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.913 Epoch 21 Batch 89/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.979 Epoch 21 Batch 90/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.959 Epoch 21 Batch 91/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.921 Epoch 21 Batch 92/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.880 Epoch 21 Batch 93/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.909 Epoch 21 Batch 94/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.916 Epoch 21 Batch 95/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.946 Epoch 21 Batch 96/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.928 Epoch 21 Batch 97/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.957 Epoch 21 Batch 98/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.921 Epoch 21 Batch 99/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.884 Epoch 21 Batch 100/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.901 Epoch 21 Batch 101/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.942 Epoch 21 Batch 102/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.917 Epoch 21 Batch 103/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.228, Loss: 0.868 Epoch 21 Batch 104/1077 - Train Accuracy: 0.100, Validation Accuracy: 0.228, Loss: 0.923 Epoch 21 Batch 105/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.957 Epoch 21 Batch 106/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.228, Loss: 0.897 Epoch 21 Batch 107/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.228, Loss: 0.999 Epoch 21 Batch 108/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.228, Loss: 0.889 Epoch 21 Batch 109/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.947 Epoch 21 Batch 110/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.228, Loss: 0.930 Epoch 21 Batch 111/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.933 Epoch 21 Batch 112/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.963 Epoch 21 Batch 113/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.926 Epoch 21 Batch 114/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.934 Epoch 21 Batch 115/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.961 Epoch 21 Batch 116/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 0.917 Epoch 21 Batch 117/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.894 Epoch 21 Batch 118/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.227, Loss: 0.871 Epoch 21 Batch 119/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.932 Epoch 21 Batch 120/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.915 Epoch 21 Batch 121/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.896 Epoch 21 Batch 122/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.954 Epoch 21 Batch 123/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.903 Epoch 21 Batch 124/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.942 Epoch 21 Batch 125/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.901 Epoch 21 Batch 126/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.940 Epoch 21 Batch 127/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.951 Epoch 21 Batch 128/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 0.954 Epoch 21 Batch 129/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.884 Epoch 21 Batch 130/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.939 Epoch 21 Batch 131/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.922 Epoch 21 Batch 132/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.947 Epoch 21 Batch 133/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.227, Loss: 0.936 Epoch 21 Batch 134/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.969 Epoch 21 Batch 135/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.227, Loss: 0.975 Epoch 21 Batch 136/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.912 Epoch 21 Batch 137/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.924 Epoch 21 Batch 138/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.932 Epoch 21 Batch 139/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.880 Epoch 21 Batch 140/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.227, Loss: 0.942 Epoch 21 Batch 141/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.911 Epoch 21 Batch 142/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.939 Epoch 21 Batch 143/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.951 Epoch 21 Batch 144/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.227, Loss: 0.937 Epoch 21 Batch 145/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.900 Epoch 21 Batch 146/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.951 Epoch 21 Batch 147/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.949 Epoch 21 Batch 148/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.227, Loss: 0.946 Epoch 21 Batch 149/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.945 Epoch 21 Batch 150/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.974 Epoch 21 Batch 151/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 0.853 Epoch 21 Batch 152/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.966 Epoch 21 Batch 153/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.960 Epoch 21 Batch 154/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.228, Loss: 0.942 Epoch 21 Batch 155/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.921 Epoch 21 Batch 156/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.920 Epoch 21 Batch 157/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.924 Epoch 21 Batch 158/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.886 Epoch 21 Batch 159/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.910 Epoch 21 Batch 160/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.919 Epoch 21 Batch 161/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.906 Epoch 21 Batch 162/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.905 Epoch 21 Batch 163/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.871 Epoch 21 Batch 164/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.891 Epoch 21 Batch 165/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.925 Epoch 21 Batch 166/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.228, Loss: 0.923 Epoch 21 Batch 167/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.983 Epoch 21 Batch 168/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.949 Epoch 21 Batch 169/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 0.919 Epoch 21 Batch 170/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.823 Epoch 21 Batch 171/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.227, Loss: 0.921 Epoch 21 Batch 172/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 0.868 Epoch 21 Batch 173/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.227, Loss: 0.907 Epoch 21 Batch 174/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.924 Epoch 21 Batch 175/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.913 Epoch 21 Batch 176/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.946 Epoch 21 Batch 177/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.936 Epoch 21 Batch 178/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.940 Epoch 21 Batch 179/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.228, Loss: 0.919 Epoch 21 Batch 180/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.948 Epoch 21 Batch 181/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.932 Epoch 21 Batch 182/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.912 Epoch 21 Batch 183/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.950 Epoch 21 Batch 184/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.958 Epoch 21 Batch 185/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.874 Epoch 21 Batch 186/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.900 Epoch 21 Batch 187/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.861 Epoch 21 Batch 188/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 1.002 Epoch 21 Batch 189/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.969 Epoch 21 Batch 190/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.915 Epoch 21 Batch 191/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.228, Loss: 0.948 Epoch 21 Batch 192/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.962 Epoch 21 Batch 193/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.950 Epoch 21 Batch 194/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.928 Epoch 21 Batch 195/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.895 Epoch 21 Batch 196/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.913 Epoch 21 Batch 197/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.896 Epoch 21 Batch 198/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.924 Epoch 21 Batch 199/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.948 Epoch 21 Batch 200/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.227, Loss: 0.944 Epoch 21 Batch 201/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.917 Epoch 21 Batch 202/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.917 Epoch 21 Batch 203/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.856 Epoch 21 Batch 204/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.991 Epoch 21 Batch 205/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.922 Epoch 21 Batch 206/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.871 Epoch 21 Batch 207/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.936 Epoch 21 Batch 208/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.908 Epoch 21 Batch 209/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.928 Epoch 21 Batch 210/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 0.954 Epoch 21 Batch 211/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.948 Epoch 21 Batch 212/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.953 Epoch 21 Batch 213/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.889 Epoch 21 Batch 214/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.923 Epoch 21 Batch 215/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.999 Epoch 21 Batch 216/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.962 Epoch 21 Batch 217/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.884 Epoch 21 Batch 218/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.228, Loss: 0.906 Epoch 21 Batch 219/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.228, Loss: 0.908 Epoch 21 Batch 220/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.947 Epoch 21 Batch 221/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.920 Epoch 21 Batch 222/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.941 Epoch 21 Batch 223/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.967 Epoch 21 Batch 224/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.921 Epoch 21 Batch 225/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.916 Epoch 21 Batch 226/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.901 Epoch 21 Batch 227/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.957 Epoch 21 Batch 228/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.994 Epoch 21 Batch 229/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.919 Epoch 21 Batch 230/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.940 Epoch 21 Batch 231/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.909 Epoch 21 Batch 232/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.228, Loss: 0.921 Epoch 21 Batch 233/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.907 Epoch 21 Batch 234/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.228, Loss: 0.901 Epoch 21 Batch 235/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.913 Epoch 21 Batch 236/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.949 Epoch 21 Batch 237/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.838 Epoch 21 Batch 238/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.906 Epoch 21 Batch 239/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.228, Loss: 0.882 Epoch 21 Batch 240/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.916 Epoch 21 Batch 241/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.908 Epoch 21 Batch 242/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.951 Epoch 21 Batch 243/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.953 Epoch 21 Batch 244/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.228, Loss: 0.876 Epoch 21 Batch 245/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.948 Epoch 21 Batch 246/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.935 Epoch 21 Batch 247/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.946 Epoch 21 Batch 248/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.941 Epoch 21 Batch 249/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.887 Epoch 21 Batch 250/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.228, Loss: 0.931 Epoch 21 Batch 251/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.968 Epoch 21 Batch 252/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.945 Epoch 21 Batch 253/1077 - Train Accuracy: 0.223, Validation Accuracy: 0.228, Loss: 0.998 Epoch 21 Batch 254/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.915 Epoch 21 Batch 255/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.867 Epoch 21 Batch 256/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.931 Epoch 21 Batch 257/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.959 Epoch 21 Batch 258/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.897 Epoch 21 Batch 259/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.890 Epoch 21 Batch 260/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.227, Loss: 0.851 Epoch 21 Batch 261/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.227, Loss: 0.933 Epoch 21 Batch 262/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.896 Epoch 21 Batch 263/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.227, Loss: 0.891 Epoch 21 Batch 264/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.917 Epoch 21 Batch 265/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.904 Epoch 21 Batch 266/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.942 Epoch 21 Batch 267/1077 - Train Accuracy: 0.218, Validation Accuracy: 0.227, Loss: 0.942 Epoch 21 Batch 268/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.939 Epoch 21 Batch 269/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.979 Epoch 21 Batch 270/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.928 Epoch 21 Batch 271/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.917 Epoch 21 Batch 272/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.943 Epoch 21 Batch 273/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.905 Epoch 21 Batch 274/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.915 Epoch 21 Batch 275/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.886 Epoch 21 Batch 276/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.999 Epoch 21 Batch 277/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.904 Epoch 21 Batch 278/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.967 Epoch 21 Batch 279/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.965 Epoch 21 Batch 280/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.921 Epoch 21 Batch 281/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.961 Epoch 21 Batch 282/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.867 Epoch 21 Batch 283/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.888 Epoch 21 Batch 284/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.910 Epoch 21 Batch 285/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.866 Epoch 21 Batch 286/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.881 Epoch 21 Batch 287/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.950 Epoch 21 Batch 288/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.981 Epoch 21 Batch 289/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 1.001 Epoch 21 Batch 290/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.924 Epoch 21 Batch 291/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.960 Epoch 21 Batch 292/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.981 Epoch 21 Batch 293/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 0.910 Epoch 21 Batch 294/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.227, Loss: 0.890 Epoch 21 Batch 295/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.917 Epoch 21 Batch 296/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.935 Epoch 21 Batch 297/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.962 Epoch 21 Batch 298/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.914 Epoch 21 Batch 299/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.227, Loss: 0.973 Epoch 21 Batch 300/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.227, Loss: 0.995 Epoch 21 Batch 301/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.960 Epoch 21 Batch 302/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.927 Epoch 21 Batch 303/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.227, Loss: 0.886 Epoch 21 Batch 304/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.880 Epoch 21 Batch 305/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.940 Epoch 21 Batch 306/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.977 Epoch 21 Batch 307/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.930 Epoch 21 Batch 308/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.922 Epoch 21 Batch 309/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.916 Epoch 21 Batch 310/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.948 Epoch 21 Batch 311/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.227, Loss: 1.000 Epoch 21 Batch 312/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.899 Epoch 21 Batch 313/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.882 Epoch 21 Batch 314/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.228, Loss: 0.941 Epoch 21 Batch 315/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.922 Epoch 21 Batch 316/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.874 Epoch 21 Batch 317/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.228, Loss: 0.930 Epoch 21 Batch 318/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.972 Epoch 21 Batch 319/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.942 Epoch 21 Batch 320/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 1.007 Epoch 21 Batch 321/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.908 Epoch 21 Batch 322/1077 - Train Accuracy: 0.180, Validation Accuracy: 0.228, Loss: 0.946 Epoch 21 Batch 323/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.968 Epoch 21 Batch 324/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.931 Epoch 21 Batch 325/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.922 Epoch 21 Batch 326/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.919 Epoch 21 Batch 327/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.897 Epoch 21 Batch 328/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.908 Epoch 21 Batch 329/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.961 Epoch 21 Batch 330/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.906 Epoch 21 Batch 331/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.228, Loss: 0.922 Epoch 21 Batch 332/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.940 Epoch 21 Batch 333/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.884 Epoch 21 Batch 334/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.908 Epoch 21 Batch 335/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.893 Epoch 21 Batch 336/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.946 Epoch 21 Batch 337/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.920 Epoch 21 Batch 338/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.904 Epoch 21 Batch 339/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.923 Epoch 21 Batch 340/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.930 Epoch 21 Batch 341/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.907 Epoch 21 Batch 342/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.228, Loss: 0.927 Epoch 21 Batch 343/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.998 Epoch 21 Batch 344/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.920 Epoch 21 Batch 345/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.974 Epoch 21 Batch 346/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.921 Epoch 21 Batch 347/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.874 Epoch 21 Batch 348/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 0.940 Epoch 21 Batch 349/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.851 Epoch 21 Batch 350/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.892 Epoch 21 Batch 351/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.936 Epoch 21 Batch 352/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.983 Epoch 21 Batch 353/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.895 Epoch 21 Batch 354/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.921 Epoch 21 Batch 355/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.882 Epoch 21 Batch 356/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.879 Epoch 21 Batch 357/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 0.902 Epoch 21 Batch 358/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.945 Epoch 21 Batch 359/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.925 Epoch 21 Batch 360/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.944 Epoch 21 Batch 361/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.910 Epoch 21 Batch 362/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 0.921 Epoch 21 Batch 363/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.914 Epoch 21 Batch 364/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.912 Epoch 21 Batch 365/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.898 Epoch 21 Batch 366/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.951 Epoch 21 Batch 367/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 0.923 Epoch 21 Batch 368/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.926 Epoch 21 Batch 369/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.962 Epoch 21 Batch 370/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.958 Epoch 21 Batch 371/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.946 Epoch 21 Batch 372/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.227, Loss: 0.876 Epoch 21 Batch 373/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.227, Loss: 0.906 Epoch 21 Batch 374/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.227, Loss: 0.929 Epoch 21 Batch 375/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.227, Loss: 0.906 Epoch 21 Batch 376/1077 - Train Accuracy: 0.223, Validation Accuracy: 0.227, Loss: 0.944 Epoch 21 Batch 377/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.928 Epoch 21 Batch 378/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.925 Epoch 21 Batch 379/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.947 Epoch 21 Batch 380/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.888 Epoch 21 Batch 381/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.893 Epoch 21 Batch 382/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.916 Epoch 21 Batch 383/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 0.930 Epoch 21 Batch 384/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.943 Epoch 21 Batch 385/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.888 Epoch 21 Batch 386/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.930 Epoch 21 Batch 387/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.932 Epoch 21 Batch 388/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.228, Loss: 0.957 Epoch 21 Batch 389/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.906 Epoch 21 Batch 390/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.918 Epoch 21 Batch 391/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 0.931 Epoch 21 Batch 392/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 1.001 Epoch 21 Batch 393/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.930 Epoch 21 Batch 394/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.908 Epoch 21 Batch 395/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.954 Epoch 21 Batch 396/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.963 Epoch 21 Batch 397/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.898 Epoch 21 Batch 398/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.911 Epoch 21 Batch 399/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.950 Epoch 21 Batch 400/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.916 Epoch 21 Batch 401/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.989 Epoch 21 Batch 402/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.973 Epoch 21 Batch 403/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.878 Epoch 21 Batch 404/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.933 Epoch 21 Batch 405/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.887 Epoch 21 Batch 406/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.228, Loss: 0.874 Epoch 21 Batch 407/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.947 Epoch 21 Batch 408/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.911 Epoch 21 Batch 409/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.943 Epoch 21 Batch 410/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.228, Loss: 0.906 Epoch 21 Batch 411/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.922 Epoch 21 Batch 412/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.972 Epoch 21 Batch 413/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.930 Epoch 21 Batch 414/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.893 Epoch 21 Batch 415/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.917 Epoch 21 Batch 416/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.970 Epoch 21 Batch 417/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.943 Epoch 21 Batch 418/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.907 Epoch 21 Batch 419/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.941 Epoch 21 Batch 420/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.923 Epoch 21 Batch 421/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.904 Epoch 21 Batch 422/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.986 Epoch 21 Batch 423/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.966 Epoch 21 Batch 424/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.915 Epoch 21 Batch 425/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.913 Epoch 21 Batch 426/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.895 Epoch 21 Batch 427/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.228, Loss: 0.910 Epoch 21 Batch 428/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.228, Loss: 0.845 Epoch 21 Batch 429/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.879 Epoch 21 Batch 430/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.887 Epoch 21 Batch 431/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.926 Epoch 21 Batch 432/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.941 Epoch 21 Batch 433/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.931 Epoch 21 Batch 434/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.871 Epoch 21 Batch 435/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 1.038 Epoch 21 Batch 436/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.924 Epoch 21 Batch 437/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.917 Epoch 21 Batch 438/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.970 Epoch 21 Batch 439/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.949 Epoch 21 Batch 440/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.908 Epoch 21 Batch 441/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 0.923 Epoch 21 Batch 442/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.912 Epoch 21 Batch 443/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 0.927 Epoch 21 Batch 444/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.883 Epoch 21 Batch 445/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.941 Epoch 21 Batch 446/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.930 Epoch 21 Batch 447/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.932 Epoch 21 Batch 448/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.928 Epoch 21 Batch 449/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.953 Epoch 21 Batch 450/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.958 Epoch 21 Batch 451/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.928 Epoch 21 Batch 452/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.961 Epoch 21 Batch 453/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.859 Epoch 21 Batch 454/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.960 Epoch 21 Batch 455/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.229, Loss: 0.888 Epoch 21 Batch 456/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.907 Epoch 21 Batch 457/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.947 Epoch 21 Batch 458/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.229, Loss: 0.957 Epoch 21 Batch 459/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.896 Epoch 21 Batch 460/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.937 Epoch 21 Batch 461/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.963 Epoch 21 Batch 462/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.959 Epoch 21 Batch 463/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.875 Epoch 21 Batch 464/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.944 Epoch 21 Batch 465/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.228, Loss: 0.875 Epoch 21 Batch 466/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.956 Epoch 21 Batch 467/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.227, Loss: 0.918 Epoch 21 Batch 468/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.880 Epoch 21 Batch 469/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.908 Epoch 21 Batch 470/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.977 Epoch 21 Batch 471/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.938 Epoch 21 Batch 472/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.228, Loss: 0.926 Epoch 21 Batch 473/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.942 Epoch 21 Batch 474/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.926 Epoch 21 Batch 475/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.884 Epoch 21 Batch 476/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.228, Loss: 0.902 Epoch 21 Batch 477/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.228, Loss: 0.940 Epoch 21 Batch 478/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.228, Loss: 0.995 Epoch 21 Batch 479/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.907 Epoch 21 Batch 480/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.928 Epoch 21 Batch 481/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.877 Epoch 21 Batch 482/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.927 Epoch 21 Batch 483/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.887 Epoch 21 Batch 484/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.934 Epoch 21 Batch 485/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.861 Epoch 21 Batch 486/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.970 Epoch 21 Batch 487/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.228, Loss: 0.956 Epoch 21 Batch 488/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.228, Loss: 0.898 Epoch 21 Batch 489/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.957 Epoch 21 Batch 490/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.940 Epoch 21 Batch 491/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.965 Epoch 21 Batch 492/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 1.003 Epoch 21 Batch 493/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.926 Epoch 21 Batch 494/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.982 Epoch 21 Batch 495/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.857 Epoch 21 Batch 496/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.945 Epoch 21 Batch 497/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.950 Epoch 21 Batch 498/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.884 Epoch 21 Batch 499/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.229, Loss: 0.887 Epoch 21 Batch 500/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.913 Epoch 21 Batch 501/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.920 Epoch 21 Batch 502/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.916 Epoch 21 Batch 503/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.859 Epoch 21 Batch 504/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.955 Epoch 21 Batch 505/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.952 Epoch 21 Batch 506/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.953 Epoch 21 Batch 507/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.921 Epoch 21 Batch 508/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.986 Epoch 21 Batch 509/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.947 Epoch 21 Batch 510/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.911 Epoch 21 Batch 511/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.228, Loss: 0.926 Epoch 21 Batch 512/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.942 Epoch 21 Batch 513/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.961 Epoch 21 Batch 514/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.870 Epoch 21 Batch 515/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.911 Epoch 21 Batch 516/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.908 Epoch 21 Batch 517/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.943 Epoch 21 Batch 518/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.936 Epoch 21 Batch 519/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.912 Epoch 21 Batch 520/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.893 Epoch 21 Batch 521/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.943 Epoch 21 Batch 522/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.872 Epoch 21 Batch 523/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.882 Epoch 21 Batch 524/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.957 Epoch 21 Batch 525/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.939 Epoch 21 Batch 526/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.915 Epoch 21 Batch 527/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.945 Epoch 21 Batch 528/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.878 Epoch 21 Batch 529/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.910 Epoch 21 Batch 530/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.915 Epoch 21 Batch 531/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.931 Epoch 21 Batch 532/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 0.980 Epoch 21 Batch 533/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.923 Epoch 21 Batch 534/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.888 Epoch 21 Batch 535/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.907 Epoch 21 Batch 536/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.843 Epoch 21 Batch 537/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.876 Epoch 21 Batch 538/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.929 Epoch 21 Batch 539/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.912 Epoch 21 Batch 540/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.934 Epoch 21 Batch 541/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.909 Epoch 21 Batch 542/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.889 Epoch 21 Batch 543/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.903 Epoch 21 Batch 544/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.917 Epoch 21 Batch 545/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.878 Epoch 21 Batch 546/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.930 Epoch 21 Batch 547/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.936 Epoch 21 Batch 548/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.975 Epoch 21 Batch 549/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.992 Epoch 21 Batch 550/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.912 Epoch 21 Batch 551/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.948 Epoch 21 Batch 552/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.959 Epoch 21 Batch 553/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.912 Epoch 21 Batch 554/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.888 Epoch 21 Batch 555/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.860 Epoch 21 Batch 556/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.921 Epoch 21 Batch 557/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.838 Epoch 21 Batch 558/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.953 Epoch 21 Batch 559/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.929 Epoch 21 Batch 560/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.861 Epoch 21 Batch 561/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.885 Epoch 21 Batch 562/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.936 Epoch 21 Batch 563/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.954 Epoch 21 Batch 564/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.930 Epoch 21 Batch 565/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.949 Epoch 21 Batch 566/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.917 Epoch 21 Batch 567/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.956 Epoch 21 Batch 568/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.885 Epoch 21 Batch 569/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.903 Epoch 21 Batch 570/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.951 Epoch 21 Batch 571/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.228, Loss: 0.929 Epoch 21 Batch 572/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.858 Epoch 21 Batch 573/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.955 Epoch 21 Batch 574/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.228, Loss: 0.890 Epoch 21 Batch 575/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.950 Epoch 21 Batch 576/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.935 Epoch 21 Batch 577/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.813 Epoch 21 Batch 578/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.903 Epoch 21 Batch 579/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.905 Epoch 21 Batch 580/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.908 Epoch 21 Batch 581/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.861 Epoch 21 Batch 582/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.877 Epoch 21 Batch 583/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.228, Loss: 0.944 Epoch 21 Batch 584/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.227, Loss: 0.913 Epoch 21 Batch 585/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.227, Loss: 0.830 Epoch 21 Batch 586/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.227, Loss: 0.840 Epoch 21 Batch 587/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.917 Epoch 21 Batch 588/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.227, Loss: 0.896 Epoch 21 Batch 589/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.227, Loss: 0.939 Epoch 21 Batch 590/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.983 Epoch 21 Batch 591/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.227, Loss: 0.875 Epoch 21 Batch 592/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.940 Epoch 21 Batch 593/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.227, Loss: 0.925 Epoch 21 Batch 594/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.893 Epoch 21 Batch 595/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.227, Loss: 0.922 Epoch 21 Batch 596/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.973 Epoch 21 Batch 597/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.227, Loss: 0.914 Epoch 21 Batch 598/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.227, Loss: 0.895 Epoch 21 Batch 599/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.957 Epoch 21 Batch 600/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.876 Epoch 21 Batch 601/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.228, Loss: 0.973 Epoch 21 Batch 602/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.902 Epoch 21 Batch 603/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.863 Epoch 21 Batch 604/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 0.910 Epoch 21 Batch 605/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.890 Epoch 21 Batch 606/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.952 Epoch 21 Batch 607/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.228, Loss: 0.944 Epoch 21 Batch 608/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.933 Epoch 21 Batch 609/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.940 Epoch 21 Batch 610/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.963 Epoch 21 Batch 611/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.921 Epoch 21 Batch 612/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.904 Epoch 21 Batch 613/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.911 Epoch 21 Batch 614/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.973 Epoch 21 Batch 615/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.903 Epoch 21 Batch 616/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.893 Epoch 21 Batch 617/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.952 Epoch 21 Batch 618/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.944 Epoch 21 Batch 619/1077 - Train Accuracy: 0.102, Validation Accuracy: 0.228, Loss: 0.920 Epoch 21 Batch 620/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.880 Epoch 21 Batch 621/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.934 Epoch 21 Batch 622/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.228, Loss: 0.927 Epoch 21 Batch 623/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.935 Epoch 21 Batch 624/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 0.979 Epoch 21 Batch 625/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.829 Epoch 21 Batch 626/1077 - Train Accuracy: 0.222, Validation Accuracy: 0.227, Loss: 0.925 Epoch 21 Batch 627/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.889 Epoch 21 Batch 628/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.878 Epoch 21 Batch 629/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.919 Epoch 21 Batch 630/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.935 Epoch 21 Batch 631/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 1.006 Epoch 21 Batch 632/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.945 Epoch 21 Batch 633/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.931 Epoch 21 Batch 634/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.946 Epoch 21 Batch 635/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.228, Loss: 0.914 Epoch 21 Batch 636/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.967 Epoch 21 Batch 637/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.979 Epoch 21 Batch 638/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.948 Epoch 21 Batch 639/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.902 Epoch 21 Batch 640/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.228, Loss: 0.912 Epoch 21 Batch 641/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.904 Epoch 21 Batch 642/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.985 Epoch 21 Batch 643/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.922 Epoch 21 Batch 644/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.873 Epoch 21 Batch 645/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.940 Epoch 21 Batch 646/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.228, Loss: 0.922 Epoch 21 Batch 647/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.950 Epoch 21 Batch 648/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.929 Epoch 21 Batch 649/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.894 Epoch 21 Batch 650/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.854 Epoch 21 Batch 651/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.935 Epoch 21 Batch 652/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.898 Epoch 21 Batch 653/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.915 Epoch 21 Batch 654/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.897 Epoch 21 Batch 655/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.887 Epoch 21 Batch 656/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.968 Epoch 21 Batch 657/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.966 Epoch 21 Batch 658/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.915 Epoch 21 Batch 659/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.957 Epoch 21 Batch 660/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.903 Epoch 21 Batch 661/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.901 Epoch 21 Batch 662/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.950 Epoch 21 Batch 663/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.227, Loss: 0.939 Epoch 21 Batch 664/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.227, Loss: 0.942 Epoch 21 Batch 665/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.227, Loss: 0.861 Epoch 21 Batch 666/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.228, Loss: 0.968 Epoch 21 Batch 667/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.228, Loss: 0.971 Epoch 21 Batch 668/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.941 Epoch 21 Batch 669/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.228, Loss: 0.970 Epoch 21 Batch 670/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.228, Loss: 0.889 Epoch 21 Batch 671/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.866 Epoch 21 Batch 672/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 0.938 Epoch 21 Batch 673/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.954 Epoch 21 Batch 674/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.227, Loss: 0.916 Epoch 21 Batch 675/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.895 Epoch 21 Batch 676/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.228, Loss: 0.854 Epoch 21 Batch 677/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.968 Epoch 21 Batch 678/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.997 Epoch 21 Batch 679/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.947 Epoch 21 Batch 680/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.938 Epoch 21 Batch 681/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.896 Epoch 21 Batch 682/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.228, Loss: 0.888 Epoch 21 Batch 683/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.905 Epoch 21 Batch 684/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.851 Epoch 21 Batch 685/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.945 Epoch 21 Batch 686/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 0.964 Epoch 21 Batch 687/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.909 Epoch 21 Batch 688/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.934 Epoch 21 Batch 689/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.887 Epoch 21 Batch 690/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.919 Epoch 21 Batch 691/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.228, Loss: 0.886 Epoch 21 Batch 692/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.989 Epoch 21 Batch 693/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.970 Epoch 21 Batch 694/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.227, Loss: 0.919 Epoch 21 Batch 695/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.227, Loss: 0.927 Epoch 21 Batch 696/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.227, Loss: 0.903 Epoch 21 Batch 697/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.935 Epoch 21 Batch 698/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.907 Epoch 21 Batch 699/1077 - Train Accuracy: 0.102, Validation Accuracy: 0.227, Loss: 0.920 Epoch 21 Batch 700/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.879 Epoch 21 Batch 701/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.924 Epoch 21 Batch 702/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.886 Epoch 21 Batch 703/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.921 Epoch 21 Batch 704/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.908 Epoch 21 Batch 705/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.875 Epoch 21 Batch 706/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.891 Epoch 21 Batch 707/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.933 Epoch 21 Batch 708/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.932 Epoch 21 Batch 709/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.938 Epoch 21 Batch 710/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 0.934 Epoch 21 Batch 711/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.956 Epoch 21 Batch 712/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.837 Epoch 21 Batch 713/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.228, Loss: 0.893 Epoch 21 Batch 714/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.228, Loss: 0.925 Epoch 21 Batch 715/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.949 Epoch 21 Batch 716/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.922 Epoch 21 Batch 717/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.891 Epoch 21 Batch 718/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.948 Epoch 21 Batch 719/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.919 Epoch 21 Batch 720/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.928 Epoch 21 Batch 721/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.871 Epoch 21 Batch 722/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.986 Epoch 21 Batch 723/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.939 Epoch 21 Batch 724/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.922 Epoch 21 Batch 725/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.228, Loss: 0.943 Epoch 21 Batch 726/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 0.869 Epoch 21 Batch 727/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.900 Epoch 21 Batch 728/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.937 Epoch 21 Batch 729/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.974 Epoch 21 Batch 730/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.998 Epoch 21 Batch 731/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.935 Epoch 21 Batch 732/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.883 Epoch 21 Batch 733/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.971 Epoch 21 Batch 734/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.875 Epoch 21 Batch 735/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.947 Epoch 21 Batch 736/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.917 Epoch 21 Batch 737/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.976 Epoch 21 Batch 738/1077 - Train Accuracy: 0.287, Validation Accuracy: 0.229, Loss: 0.897 Epoch 21 Batch 739/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.934 Epoch 21 Batch 740/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.962 Epoch 21 Batch 741/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.941 Epoch 21 Batch 742/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.969 Epoch 21 Batch 743/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.914 Epoch 21 Batch 744/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.895 Epoch 21 Batch 745/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.959 Epoch 21 Batch 746/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.878 Epoch 21 Batch 747/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.944 Epoch 21 Batch 748/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.964 Epoch 21 Batch 749/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.838 Epoch 21 Batch 750/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.915 Epoch 21 Batch 751/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.989 Epoch 21 Batch 752/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.886 Epoch 21 Batch 753/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.963 Epoch 21 Batch 754/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.941 Epoch 21 Batch 755/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.949 Epoch 21 Batch 756/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.983 Epoch 21 Batch 757/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.228, Loss: 0.935 Epoch 21 Batch 758/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.933 Epoch 21 Batch 759/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.929 Epoch 21 Batch 760/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.947 Epoch 21 Batch 761/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.903 Epoch 21 Batch 762/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.945 Epoch 21 Batch 763/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.888 Epoch 21 Batch 764/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.892 Epoch 21 Batch 765/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.936 Epoch 21 Batch 766/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.905 Epoch 21 Batch 767/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.922 Epoch 21 Batch 768/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.935 Epoch 21 Batch 769/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.932 Epoch 21 Batch 770/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.984 Epoch 21 Batch 771/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.917 Epoch 21 Batch 772/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.927 Epoch 21 Batch 773/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.877 Epoch 21 Batch 774/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.927 Epoch 21 Batch 775/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.915 Epoch 21 Batch 776/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.886 Epoch 21 Batch 777/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.887 Epoch 21 Batch 778/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.900 Epoch 21 Batch 779/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.965 Epoch 21 Batch 780/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.945 Epoch 21 Batch 781/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.902 Epoch 21 Batch 782/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.848 Epoch 21 Batch 783/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.943 Epoch 21 Batch 784/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.872 Epoch 21 Batch 785/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.926 Epoch 21 Batch 786/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.933 Epoch 21 Batch 787/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.919 Epoch 21 Batch 788/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.843 Epoch 21 Batch 789/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.943 Epoch 21 Batch 790/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.898 Epoch 21 Batch 791/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.978 Epoch 21 Batch 792/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.991 Epoch 21 Batch 793/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.910 Epoch 21 Batch 794/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.955 Epoch 21 Batch 795/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.902 Epoch 21 Batch 796/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.912 Epoch 21 Batch 797/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.889 Epoch 21 Batch 798/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 0.920 Epoch 21 Batch 799/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.228, Loss: 0.946 Epoch 21 Batch 800/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.933 Epoch 21 Batch 801/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.903 Epoch 21 Batch 802/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.860 Epoch 21 Batch 803/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.952 Epoch 21 Batch 804/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.927 Epoch 21 Batch 805/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.916 Epoch 21 Batch 806/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 0.851 Epoch 21 Batch 807/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.981 Epoch 21 Batch 808/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.913 Epoch 21 Batch 809/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.914 Epoch 21 Batch 810/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.882 Epoch 21 Batch 811/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.950 Epoch 21 Batch 812/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.952 Epoch 21 Batch 813/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.901 Epoch 21 Batch 814/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 1.013 Epoch 21 Batch 815/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.906 Epoch 21 Batch 816/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.929 Epoch 21 Batch 817/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.963 Epoch 21 Batch 818/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.982 Epoch 21 Batch 819/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.949 Epoch 21 Batch 820/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.944 Epoch 21 Batch 821/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.952 Epoch 21 Batch 822/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 1.026 Epoch 21 Batch 823/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.913 Epoch 21 Batch 824/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.982 Epoch 21 Batch 825/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.925 Epoch 21 Batch 826/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.971 Epoch 21 Batch 827/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.953 Epoch 21 Batch 828/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.915 Epoch 21 Batch 829/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.965 Epoch 21 Batch 830/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.976 Epoch 21 Batch 831/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.229, Loss: 0.976 Epoch 21 Batch 832/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.957 Epoch 21 Batch 833/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.993 Epoch 21 Batch 834/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.229, Loss: 0.948 Epoch 21 Batch 835/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.923 Epoch 21 Batch 836/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.892 Epoch 21 Batch 837/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.946 Epoch 21 Batch 838/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.874 Epoch 21 Batch 839/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.890 Epoch 21 Batch 840/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.920 Epoch 21 Batch 841/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.921 Epoch 21 Batch 842/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.984 Epoch 21 Batch 843/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.931 Epoch 21 Batch 844/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.886 Epoch 21 Batch 845/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.892 Epoch 21 Batch 846/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.229, Loss: 0.963 Epoch 21 Batch 847/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.915 Epoch 21 Batch 848/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.937 Epoch 21 Batch 849/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.891 Epoch 21 Batch 850/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.883 Epoch 21 Batch 851/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.898 Epoch 21 Batch 852/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 0.923 Epoch 21 Batch 853/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.877 Epoch 21 Batch 854/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.910 Epoch 21 Batch 855/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.911 Epoch 21 Batch 856/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.930 Epoch 21 Batch 857/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.905 Epoch 21 Batch 858/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.929 Epoch 21 Batch 859/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.884 Epoch 21 Batch 860/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.929 Epoch 21 Batch 861/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.896 Epoch 21 Batch 862/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.915 Epoch 21 Batch 863/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.969 Epoch 21 Batch 864/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.904 Epoch 21 Batch 865/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.230, Loss: 0.908 Epoch 21 Batch 866/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.879 Epoch 21 Batch 867/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.965 Epoch 21 Batch 868/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.918 Epoch 21 Batch 869/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.879 Epoch 21 Batch 870/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.229, Loss: 0.867 Epoch 21 Batch 871/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.923 Epoch 21 Batch 872/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.914 Epoch 21 Batch 873/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.910 Epoch 21 Batch 874/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.944 Epoch 21 Batch 875/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.878 Epoch 21 Batch 876/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.939 Epoch 21 Batch 877/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.957 Epoch 21 Batch 878/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.935 Epoch 21 Batch 879/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.902 Epoch 21 Batch 880/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.924 Epoch 21 Batch 881/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.911 Epoch 21 Batch 882/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.900 Epoch 21 Batch 883/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.990 Epoch 21 Batch 884/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.913 Epoch 21 Batch 885/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.229, Loss: 0.911 Epoch 21 Batch 886/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.929 Epoch 21 Batch 887/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.933 Epoch 21 Batch 888/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.946 Epoch 21 Batch 889/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.892 Epoch 21 Batch 890/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.941 Epoch 21 Batch 891/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.953 Epoch 21 Batch 892/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.914 Epoch 21 Batch 893/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.897 Epoch 21 Batch 894/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.948 Epoch 21 Batch 895/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.956 Epoch 21 Batch 896/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.229, Loss: 0.892 Epoch 21 Batch 897/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.927 Epoch 21 Batch 898/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.927 Epoch 21 Batch 899/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.910 Epoch 21 Batch 900/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.891 Epoch 21 Batch 901/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.895 Epoch 21 Batch 902/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.936 Epoch 21 Batch 903/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.957 Epoch 21 Batch 904/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.229, Loss: 0.975 Epoch 21 Batch 905/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.928 Epoch 21 Batch 906/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.909 Epoch 21 Batch 907/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.929 Epoch 21 Batch 908/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 1.011 Epoch 21 Batch 909/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.955 Epoch 21 Batch 910/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.966 Epoch 21 Batch 911/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.229, Loss: 0.934 Epoch 21 Batch 912/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.933 Epoch 21 Batch 913/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.965 Epoch 21 Batch 914/1077 - Train Accuracy: 0.297, Validation Accuracy: 0.229, Loss: 0.927 Epoch 21 Batch 915/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 1.023 Epoch 21 Batch 916/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.922 Epoch 21 Batch 917/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.976 Epoch 21 Batch 918/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.229, Loss: 0.888 Epoch 21 Batch 919/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.229, Loss: 0.944 Epoch 21 Batch 920/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.911 Epoch 21 Batch 921/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.873 Epoch 21 Batch 922/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.892 Epoch 21 Batch 923/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.875 Epoch 21 Batch 924/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.945 Epoch 21 Batch 925/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.896 Epoch 21 Batch 926/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.923 Epoch 21 Batch 927/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.889 Epoch 21 Batch 928/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.887 Epoch 21 Batch 929/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.888 Epoch 21 Batch 930/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.937 Epoch 21 Batch 931/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.946 Epoch 21 Batch 932/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.989 Epoch 21 Batch 933/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.908 Epoch 21 Batch 934/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.926 Epoch 21 Batch 935/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.935 Epoch 21 Batch 936/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.873 Epoch 21 Batch 937/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.229, Loss: 0.936 Epoch 21 Batch 938/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.914 Epoch 21 Batch 939/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.956 Epoch 21 Batch 940/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.936 Epoch 21 Batch 941/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.931 Epoch 21 Batch 942/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.967 Epoch 21 Batch 943/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.866 Epoch 21 Batch 944/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.900 Epoch 21 Batch 945/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.858 Epoch 21 Batch 946/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.947 Epoch 21 Batch 947/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.923 Epoch 21 Batch 948/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.922 Epoch 21 Batch 949/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.898 Epoch 21 Batch 950/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.928 Epoch 21 Batch 951/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.871 Epoch 21 Batch 952/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.909 Epoch 21 Batch 953/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.906 Epoch 21 Batch 954/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.900 Epoch 21 Batch 955/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.931 Epoch 21 Batch 956/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.929 Epoch 21 Batch 957/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.943 Epoch 21 Batch 958/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.916 Epoch 21 Batch 959/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.873 Epoch 21 Batch 960/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.918 Epoch 21 Batch 961/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.935 Epoch 21 Batch 962/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.935 Epoch 21 Batch 963/1077 - Train Accuracy: 0.066, Validation Accuracy: 0.230, Loss: 0.884 Epoch 21 Batch 964/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.888 Epoch 21 Batch 965/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.230, Loss: 0.916 Epoch 21 Batch 966/1077 - Train Accuracy: 0.258, Validation Accuracy: 0.229, Loss: 0.942 Epoch 21 Batch 967/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.917 Epoch 21 Batch 968/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.972 Epoch 21 Batch 969/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.915 Epoch 21 Batch 970/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.950 Epoch 21 Batch 971/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.935 Epoch 21 Batch 972/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.980 Epoch 21 Batch 973/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.902 Epoch 21 Batch 974/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.936 Epoch 21 Batch 975/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.965 Epoch 21 Batch 976/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.915 Epoch 21 Batch 977/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.851 Epoch 21 Batch 978/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.947 Epoch 21 Batch 979/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.229, Loss: 0.909 Epoch 21 Batch 980/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.916 Epoch 21 Batch 981/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.920 Epoch 21 Batch 982/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.914 Epoch 21 Batch 983/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 1.006 Epoch 21 Batch 984/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.918 Epoch 21 Batch 985/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.865 Epoch 21 Batch 986/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.943 Epoch 21 Batch 987/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.956 Epoch 21 Batch 988/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.229, Loss: 0.932 Epoch 21 Batch 989/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 1.001 Epoch 21 Batch 990/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.939 Epoch 21 Batch 991/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.890 Epoch 21 Batch 992/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.937 Epoch 21 Batch 993/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.944 Epoch 21 Batch 994/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.931 Epoch 21 Batch 995/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.924 Epoch 21 Batch 996/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.879 Epoch 21 Batch 997/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.229, Loss: 0.949 Epoch 21 Batch 998/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.880 Epoch 21 Batch 999/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.907 Epoch 21 Batch 1000/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.868 Epoch 21 Batch 1001/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.229, Loss: 0.912 Epoch 21 Batch 1002/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.229, Loss: 0.884 Epoch 21 Batch 1003/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.932 Epoch 21 Batch 1004/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.946 Epoch 21 Batch 1005/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.937 Epoch 21 Batch 1006/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.972 Epoch 21 Batch 1007/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.924 Epoch 21 Batch 1008/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.941 Epoch 21 Batch 1009/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.927 Epoch 21 Batch 1010/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.916 Epoch 21 Batch 1011/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.901 Epoch 21 Batch 1012/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.228, Loss: 0.948 Epoch 21 Batch 1013/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.871 Epoch 21 Batch 1014/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.922 Epoch 21 Batch 1015/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.902 Epoch 21 Batch 1016/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.889 Epoch 21 Batch 1017/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.229, Loss: 0.941 Epoch 21 Batch 1018/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.849 Epoch 21 Batch 1019/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.960 Epoch 21 Batch 1020/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.887 Epoch 21 Batch 1021/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.920 Epoch 21 Batch 1022/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.914 Epoch 21 Batch 1023/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.229, Loss: 0.929 Epoch 21 Batch 1024/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.987 Epoch 21 Batch 1025/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.902 Epoch 21 Batch 1026/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.979 Epoch 21 Batch 1027/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.902 Epoch 21 Batch 1028/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.229, Loss: 0.948 Epoch 21 Batch 1029/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.909 Epoch 21 Batch 1030/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.876 Epoch 21 Batch 1031/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.933 Epoch 21 Batch 1032/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.893 Epoch 21 Batch 1033/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.900 Epoch 21 Batch 1034/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.229, Loss: 0.953 Epoch 21 Batch 1035/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.905 Epoch 21 Batch 1036/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.948 Epoch 21 Batch 1037/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.229, Loss: 0.928 Epoch 21 Batch 1038/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.936 Epoch 21 Batch 1039/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.867 Epoch 21 Batch 1040/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.944 Epoch 21 Batch 1041/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.951 Epoch 21 Batch 1042/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.932 Epoch 21 Batch 1043/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.229, Loss: 0.916 Epoch 21 Batch 1044/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.897 Epoch 21 Batch 1045/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.909 Epoch 21 Batch 1046/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.966 Epoch 21 Batch 1047/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.950 Epoch 21 Batch 1048/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.888 Epoch 21 Batch 1049/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.925 Epoch 21 Batch 1050/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.955 Epoch 21 Batch 1051/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.929 Epoch 21 Batch 1052/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.870 Epoch 21 Batch 1053/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.924 Epoch 21 Batch 1054/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.913 Epoch 21 Batch 1055/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.970 Epoch 21 Batch 1056/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.880 Epoch 21 Batch 1057/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.964 Epoch 21 Batch 1058/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.936 Epoch 21 Batch 1059/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.908 Epoch 21 Batch 1060/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.927 Epoch 21 Batch 1061/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.897 Epoch 21 Batch 1062/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.974 Epoch 21 Batch 1063/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.931 Epoch 21 Batch 1064/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.938 Epoch 21 Batch 1065/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.893 Epoch 21 Batch 1066/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.954 Epoch 21 Batch 1067/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.980 Epoch 21 Batch 1068/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.921 Epoch 21 Batch 1069/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.925 Epoch 21 Batch 1070/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.951 Epoch 21 Batch 1071/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.934 Epoch 21 Batch 1072/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.935 Epoch 21 Batch 1073/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.959 Epoch 21 Batch 1074/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.863 Epoch 21 Batch 1075/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.934 Epoch 22 Batch 0/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.934 Epoch 22 Batch 1/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.905 Epoch 22 Batch 2/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.981 Epoch 22 Batch 3/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.976 Epoch 22 Batch 4/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.850 Epoch 22 Batch 5/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.966 Epoch 22 Batch 6/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.862 Epoch 22 Batch 7/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.229, Loss: 0.989 Epoch 22 Batch 8/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.875 Epoch 22 Batch 9/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.873 Epoch 22 Batch 10/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.229, Loss: 0.896 Epoch 22 Batch 11/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.926 Epoch 22 Batch 12/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.924 Epoch 22 Batch 13/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.919 Epoch 22 Batch 14/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.970 Epoch 22 Batch 15/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.923 Epoch 22 Batch 16/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.908 Epoch 22 Batch 17/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.929 Epoch 22 Batch 18/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.876 Epoch 22 Batch 19/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.961 Epoch 22 Batch 20/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.850 Epoch 22 Batch 21/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.929 Epoch 22 Batch 22/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.965 Epoch 22 Batch 23/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.923 Epoch 22 Batch 24/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.889 Epoch 22 Batch 25/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.929 Epoch 22 Batch 26/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.946 Epoch 22 Batch 27/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.903 Epoch 22 Batch 28/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.970 Epoch 22 Batch 29/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.908 Epoch 22 Batch 30/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.892 Epoch 22 Batch 31/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.924 Epoch 22 Batch 32/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.944 Epoch 22 Batch 33/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.972 Epoch 22 Batch 34/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.916 Epoch 22 Batch 35/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 1.038 Epoch 22 Batch 36/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.931 Epoch 22 Batch 37/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.925 Epoch 22 Batch 38/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.897 Epoch 22 Batch 39/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.910 Epoch 22 Batch 40/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.905 Epoch 22 Batch 41/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.947 Epoch 22 Batch 42/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.926 Epoch 22 Batch 43/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.904 Epoch 22 Batch 44/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.939 Epoch 22 Batch 45/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.889 Epoch 22 Batch 46/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.229, Loss: 0.893 Epoch 22 Batch 47/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.891 Epoch 22 Batch 48/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.970 Epoch 22 Batch 49/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.229, Loss: 0.939 Epoch 22 Batch 50/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.932 Epoch 22 Batch 51/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.886 Epoch 22 Batch 52/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.952 Epoch 22 Batch 53/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.229, Loss: 0.970 Epoch 22 Batch 54/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.948 Epoch 22 Batch 55/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.916 Epoch 22 Batch 56/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.949 Epoch 22 Batch 57/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.229, Loss: 0.886 Epoch 22 Batch 58/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.898 Epoch 22 Batch 59/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.975 Epoch 22 Batch 60/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.868 Epoch 22 Batch 61/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.896 Epoch 22 Batch 62/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.930 Epoch 22 Batch 63/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.965 Epoch 22 Batch 64/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.951 Epoch 22 Batch 65/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.857 Epoch 22 Batch 66/1077 - Train Accuracy: 0.181, Validation Accuracy: 0.229, Loss: 0.869 Epoch 22 Batch 67/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.938 Epoch 22 Batch 68/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.899 Epoch 22 Batch 69/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.941 Epoch 22 Batch 70/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.997 Epoch 22 Batch 71/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.849 Epoch 22 Batch 72/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.969 Epoch 22 Batch 73/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.909 Epoch 22 Batch 74/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.881 Epoch 22 Batch 75/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.997 Epoch 22 Batch 76/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.886 Epoch 22 Batch 77/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.963 Epoch 22 Batch 78/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.229, Loss: 0.970 Epoch 22 Batch 79/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.949 Epoch 22 Batch 80/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.870 Epoch 22 Batch 81/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.229, Loss: 0.884 Epoch 22 Batch 82/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.229, Loss: 0.947 Epoch 22 Batch 83/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.867 Epoch 22 Batch 84/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.940 Epoch 22 Batch 85/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.920 Epoch 22 Batch 86/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.897 Epoch 22 Batch 87/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.934 Epoch 22 Batch 88/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.945 Epoch 22 Batch 89/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.920 Epoch 22 Batch 90/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.960 Epoch 22 Batch 91/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.916 Epoch 22 Batch 92/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.922 Epoch 22 Batch 93/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.907 Epoch 22 Batch 94/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.917 Epoch 22 Batch 95/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.923 Epoch 22 Batch 96/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.920 Epoch 22 Batch 97/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.997 Epoch 22 Batch 98/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.951 Epoch 22 Batch 99/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.876 Epoch 22 Batch 100/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.912 Epoch 22 Batch 101/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.906 Epoch 22 Batch 102/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.874 Epoch 22 Batch 103/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.933 Epoch 22 Batch 104/1077 - Train Accuracy: 0.099, Validation Accuracy: 0.228, Loss: 0.912 Epoch 22 Batch 105/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.904 Epoch 22 Batch 106/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.228, Loss: 0.940 Epoch 22 Batch 107/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.229, Loss: 0.940 Epoch 22 Batch 108/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.229, Loss: 0.939 Epoch 22 Batch 109/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.977 Epoch 22 Batch 110/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.229, Loss: 0.962 Epoch 22 Batch 111/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.895 Epoch 22 Batch 112/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.937 Epoch 22 Batch 113/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.920 Epoch 22 Batch 114/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.916 Epoch 22 Batch 115/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.856 Epoch 22 Batch 116/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.944 Epoch 22 Batch 117/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.925 Epoch 22 Batch 118/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.866 Epoch 22 Batch 119/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.851 Epoch 22 Batch 120/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.860 Epoch 22 Batch 121/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.898 Epoch 22 Batch 122/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.857 Epoch 22 Batch 123/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.941 Epoch 22 Batch 124/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.921 Epoch 22 Batch 125/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.894 Epoch 22 Batch 126/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.920 Epoch 22 Batch 127/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.960 Epoch 22 Batch 128/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.878 Epoch 22 Batch 129/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.908 Epoch 22 Batch 130/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.935 Epoch 22 Batch 131/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.987 Epoch 22 Batch 132/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 0.913 Epoch 22 Batch 133/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.228, Loss: 0.934 Epoch 22 Batch 134/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.907 Epoch 22 Batch 135/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.228, Loss: 0.899 Epoch 22 Batch 136/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.880 Epoch 22 Batch 137/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.898 Epoch 22 Batch 138/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.917 Epoch 22 Batch 139/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.889 Epoch 22 Batch 140/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.917 Epoch 22 Batch 141/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.906 Epoch 22 Batch 142/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.894 Epoch 22 Batch 143/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.896 Epoch 22 Batch 144/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.912 Epoch 22 Batch 145/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.883 Epoch 22 Batch 146/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.972 Epoch 22 Batch 147/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.962 Epoch 22 Batch 148/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.228, Loss: 0.911 Epoch 22 Batch 149/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.957 Epoch 22 Batch 150/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.886 Epoch 22 Batch 151/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.848 Epoch 22 Batch 152/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.933 Epoch 22 Batch 153/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.909 Epoch 22 Batch 154/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.911 Epoch 22 Batch 155/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.956 Epoch 22 Batch 156/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.931 Epoch 22 Batch 157/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.907 Epoch 22 Batch 158/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.932 Epoch 22 Batch 159/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.957 Epoch 22 Batch 160/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.928 Epoch 22 Batch 161/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.922 Epoch 22 Batch 162/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.917 Epoch 22 Batch 163/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.228, Loss: 0.906 Epoch 22 Batch 164/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.928 Epoch 22 Batch 165/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.929 Epoch 22 Batch 166/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.228, Loss: 0.955 Epoch 22 Batch 167/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.983 Epoch 22 Batch 168/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.962 Epoch 22 Batch 169/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.970 Epoch 22 Batch 170/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.929 Epoch 22 Batch 171/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.228, Loss: 0.893 Epoch 22 Batch 172/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.887 Epoch 22 Batch 173/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.228, Loss: 0.887 Epoch 22 Batch 174/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.906 Epoch 22 Batch 175/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.871 Epoch 22 Batch 176/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.892 Epoch 22 Batch 177/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.831 Epoch 22 Batch 178/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.938 Epoch 22 Batch 179/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.228, Loss: 0.892 Epoch 22 Batch 180/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.825 Epoch 22 Batch 181/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.989 Epoch 22 Batch 182/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.902 Epoch 22 Batch 183/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.944 Epoch 22 Batch 184/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.965 Epoch 22 Batch 185/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.962 Epoch 22 Batch 186/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.816 Epoch 22 Batch 187/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 1.034 Epoch 22 Batch 188/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.906 Epoch 22 Batch 189/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.919 Epoch 22 Batch 190/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.946 Epoch 22 Batch 191/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.228, Loss: 0.931 Epoch 22 Batch 192/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.939 Epoch 22 Batch 193/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.869 Epoch 22 Batch 194/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.922 Epoch 22 Batch 195/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.896 Epoch 22 Batch 196/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.885 Epoch 22 Batch 197/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.852 Epoch 22 Batch 198/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.884 Epoch 22 Batch 199/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.883 Epoch 22 Batch 200/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 0.952 Epoch 22 Batch 201/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.912 Epoch 22 Batch 202/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.934 Epoch 22 Batch 203/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.926 Epoch 22 Batch 204/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.935 Epoch 22 Batch 205/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.984 Epoch 22 Batch 206/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.932 Epoch 22 Batch 207/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.874 Epoch 22 Batch 208/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.950 Epoch 22 Batch 209/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.939 Epoch 22 Batch 210/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.963 Epoch 22 Batch 211/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.880 Epoch 22 Batch 212/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.901 Epoch 22 Batch 213/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.965 Epoch 22 Batch 214/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.960 Epoch 22 Batch 215/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.873 Epoch 22 Batch 216/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.928 Epoch 22 Batch 217/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.867 Epoch 22 Batch 218/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.228, Loss: 0.987 Epoch 22 Batch 219/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.228, Loss: 0.930 Epoch 22 Batch 220/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.899 Epoch 22 Batch 221/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.927 Epoch 22 Batch 222/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.927 Epoch 22 Batch 223/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.873 Epoch 22 Batch 224/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.958 Epoch 22 Batch 225/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.938 Epoch 22 Batch 226/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.875 Epoch 22 Batch 227/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.960 Epoch 22 Batch 228/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.902 Epoch 22 Batch 229/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.959 Epoch 22 Batch 230/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.979 Epoch 22 Batch 231/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.885 Epoch 22 Batch 232/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.954 Epoch 22 Batch 233/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.874 Epoch 22 Batch 234/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.228, Loss: 0.956 Epoch 22 Batch 235/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.919 Epoch 22 Batch 236/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.886 Epoch 22 Batch 237/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.882 Epoch 22 Batch 238/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.914 Epoch 22 Batch 239/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.893 Epoch 22 Batch 240/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.955 Epoch 22 Batch 241/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.903 Epoch 22 Batch 242/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.941 Epoch 22 Batch 243/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.910 Epoch 22 Batch 244/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.228, Loss: 0.916 Epoch 22 Batch 245/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.887 Epoch 22 Batch 246/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.879 Epoch 22 Batch 247/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.956 Epoch 22 Batch 248/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.901 Epoch 22 Batch 249/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.954 Epoch 22 Batch 250/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.228, Loss: 0.957 Epoch 22 Batch 251/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.883 Epoch 22 Batch 252/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.933 Epoch 22 Batch 253/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.228, Loss: 0.995 Epoch 22 Batch 254/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.877 Epoch 22 Batch 255/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.228, Loss: 0.934 Epoch 22 Batch 256/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.924 Epoch 22 Batch 257/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.866 Epoch 22 Batch 258/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.905 Epoch 22 Batch 259/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.917 Epoch 22 Batch 260/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.858 Epoch 22 Batch 261/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.229, Loss: 0.931 Epoch 22 Batch 262/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.889 Epoch 22 Batch 263/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.229, Loss: 0.910 Epoch 22 Batch 264/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.854 Epoch 22 Batch 265/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.933 Epoch 22 Batch 266/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.938 Epoch 22 Batch 267/1077 - Train Accuracy: 0.218, Validation Accuracy: 0.228, Loss: 0.917 Epoch 22 Batch 268/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.981 Epoch 22 Batch 269/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.847 Epoch 22 Batch 270/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.930 Epoch 22 Batch 271/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.887 Epoch 22 Batch 272/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.924 Epoch 22 Batch 273/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.957 Epoch 22 Batch 274/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.879 Epoch 22 Batch 275/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.954 Epoch 22 Batch 276/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.984 Epoch 22 Batch 277/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.922 Epoch 22 Batch 278/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.915 Epoch 22 Batch 279/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.925 Epoch 22 Batch 280/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.883 Epoch 22 Batch 281/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.949 Epoch 22 Batch 282/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.906 Epoch 22 Batch 283/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.912 Epoch 22 Batch 284/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 1.010 Epoch 22 Batch 285/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.914 Epoch 22 Batch 286/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.962 Epoch 22 Batch 287/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.937 Epoch 22 Batch 288/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.898 Epoch 22 Batch 289/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.939 Epoch 22 Batch 290/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.913 Epoch 22 Batch 291/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.921 Epoch 22 Batch 292/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.909 Epoch 22 Batch 293/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.904 Epoch 22 Batch 294/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.229, Loss: 0.986 Epoch 22 Batch 295/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.971 Epoch 22 Batch 296/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.966 Epoch 22 Batch 297/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.864 Epoch 22 Batch 298/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.978 Epoch 22 Batch 299/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.902 Epoch 22 Batch 300/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.889 Epoch 22 Batch 301/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.861 Epoch 22 Batch 302/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.883 Epoch 22 Batch 303/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.228, Loss: 0.985 Epoch 22 Batch 304/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.950 Epoch 22 Batch 305/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.928 Epoch 22 Batch 306/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.882 Epoch 22 Batch 307/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.901 Epoch 22 Batch 308/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.958 Epoch 22 Batch 309/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.862 Epoch 22 Batch 310/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.919 Epoch 22 Batch 311/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.228, Loss: 0.909 Epoch 22 Batch 312/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.922 Epoch 22 Batch 313/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.928 Epoch 22 Batch 314/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.908 Epoch 22 Batch 315/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.928 Epoch 22 Batch 316/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.914 Epoch 22 Batch 317/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.228, Loss: 0.955 Epoch 22 Batch 318/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.955 Epoch 22 Batch 319/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.923 Epoch 22 Batch 320/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.869 Epoch 22 Batch 321/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.909 Epoch 22 Batch 322/1077 - Train Accuracy: 0.179, Validation Accuracy: 0.228, Loss: 0.886 Epoch 22 Batch 323/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.935 Epoch 22 Batch 324/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.908 Epoch 22 Batch 325/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.943 Epoch 22 Batch 326/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.878 Epoch 22 Batch 327/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.964 Epoch 22 Batch 328/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.929 Epoch 22 Batch 329/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.913 Epoch 22 Batch 330/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.948 Epoch 22 Batch 331/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.926 Epoch 22 Batch 332/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.879 Epoch 22 Batch 333/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.973 Epoch 22 Batch 334/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.890 Epoch 22 Batch 335/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.887 Epoch 22 Batch 336/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.992 Epoch 22 Batch 337/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.926 Epoch 22 Batch 338/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.909 Epoch 22 Batch 339/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.857 Epoch 22 Batch 340/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.881 Epoch 22 Batch 341/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.928 Epoch 22 Batch 342/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.228, Loss: 0.908 Epoch 22 Batch 343/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.908 Epoch 22 Batch 344/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.931 Epoch 22 Batch 345/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.936 Epoch 22 Batch 346/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.850 Epoch 22 Batch 347/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.938 Epoch 22 Batch 348/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.850 Epoch 22 Batch 349/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.866 Epoch 22 Batch 350/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.915 Epoch 22 Batch 351/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.229, Loss: 0.914 Epoch 22 Batch 352/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.896 Epoch 22 Batch 353/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.926 Epoch 22 Batch 354/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.939 Epoch 22 Batch 355/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.876 Epoch 22 Batch 356/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.907 Epoch 22 Batch 357/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.882 Epoch 22 Batch 358/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.867 Epoch 22 Batch 359/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.898 Epoch 22 Batch 360/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.920 Epoch 22 Batch 361/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.895 Epoch 22 Batch 362/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.952 Epoch 22 Batch 363/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.934 Epoch 22 Batch 364/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.982 Epoch 22 Batch 365/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.925 Epoch 22 Batch 366/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.924 Epoch 22 Batch 367/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.876 Epoch 22 Batch 368/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.956 Epoch 22 Batch 369/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.951 Epoch 22 Batch 370/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.862 Epoch 22 Batch 371/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.927 Epoch 22 Batch 372/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.859 Epoch 22 Batch 373/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.871 Epoch 22 Batch 374/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.229, Loss: 0.928 Epoch 22 Batch 375/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.229, Loss: 0.934 Epoch 22 Batch 376/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.229, Loss: 0.941 Epoch 22 Batch 377/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.853 Epoch 22 Batch 378/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.935 Epoch 22 Batch 379/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.947 Epoch 22 Batch 380/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.896 Epoch 22 Batch 381/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.940 Epoch 22 Batch 382/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.937 Epoch 22 Batch 383/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 0.955 Epoch 22 Batch 384/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.911 Epoch 22 Batch 385/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.912 Epoch 22 Batch 386/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.956 Epoch 22 Batch 387/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.985 Epoch 22 Batch 388/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.228, Loss: 0.910 Epoch 22 Batch 389/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.911 Epoch 22 Batch 390/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.924 Epoch 22 Batch 391/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.228, Loss: 0.947 Epoch 22 Batch 392/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.920 Epoch 22 Batch 393/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.948 Epoch 22 Batch 394/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.923 Epoch 22 Batch 395/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.910 Epoch 22 Batch 396/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.913 Epoch 22 Batch 397/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.939 Epoch 22 Batch 398/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.952 Epoch 22 Batch 399/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.964 Epoch 22 Batch 400/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.893 Epoch 22 Batch 401/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.947 Epoch 22 Batch 402/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.868 Epoch 22 Batch 403/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.931 Epoch 22 Batch 404/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.905 Epoch 22 Batch 405/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.901 Epoch 22 Batch 406/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 0.924 Epoch 22 Batch 407/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.916 Epoch 22 Batch 408/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.908 Epoch 22 Batch 409/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.927 Epoch 22 Batch 410/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.228, Loss: 0.881 Epoch 22 Batch 411/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 0.915 Epoch 22 Batch 412/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.906 Epoch 22 Batch 413/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.889 Epoch 22 Batch 414/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.873 Epoch 22 Batch 415/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.950 Epoch 22 Batch 416/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.915 Epoch 22 Batch 417/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.972 Epoch 22 Batch 418/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.928 Epoch 22 Batch 419/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.932 Epoch 22 Batch 420/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.892 Epoch 22 Batch 421/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.925 Epoch 22 Batch 422/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.918 Epoch 22 Batch 423/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.886 Epoch 22 Batch 424/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.911 Epoch 22 Batch 425/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.870 Epoch 22 Batch 426/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.918 Epoch 22 Batch 427/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.228, Loss: 0.892 Epoch 22 Batch 428/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.229, Loss: 0.934 Epoch 22 Batch 429/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.886 Epoch 22 Batch 430/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.921 Epoch 22 Batch 431/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.916 Epoch 22 Batch 432/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.887 Epoch 22 Batch 433/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.941 Epoch 22 Batch 434/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.902 Epoch 22 Batch 435/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.904 Epoch 22 Batch 436/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.868 Epoch 22 Batch 437/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.906 Epoch 22 Batch 438/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.977 Epoch 22 Batch 439/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.884 Epoch 22 Batch 440/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.935 Epoch 22 Batch 441/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.913 Epoch 22 Batch 442/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.996 Epoch 22 Batch 443/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.905 Epoch 22 Batch 444/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.940 Epoch 22 Batch 445/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.887 Epoch 22 Batch 446/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.926 Epoch 22 Batch 447/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.919 Epoch 22 Batch 448/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.905 Epoch 22 Batch 449/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.907 Epoch 22 Batch 450/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.908 Epoch 22 Batch 451/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.874 Epoch 22 Batch 452/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.978 Epoch 22 Batch 453/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.861 Epoch 22 Batch 454/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.933 Epoch 22 Batch 455/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.229, Loss: 0.885 Epoch 22 Batch 456/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.922 Epoch 22 Batch 457/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.893 Epoch 22 Batch 458/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.229, Loss: 0.961 Epoch 22 Batch 459/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.940 Epoch 22 Batch 460/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.949 Epoch 22 Batch 461/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.975 Epoch 22 Batch 462/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.883 Epoch 22 Batch 463/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.912 Epoch 22 Batch 464/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.889 Epoch 22 Batch 465/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.880 Epoch 22 Batch 466/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.928 Epoch 22 Batch 467/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.905 Epoch 22 Batch 468/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.858 Epoch 22 Batch 469/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.961 Epoch 22 Batch 470/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 1.003 Epoch 22 Batch 471/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.850 Epoch 22 Batch 472/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.228, Loss: 0.919 Epoch 22 Batch 473/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.887 Epoch 22 Batch 474/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.925 Epoch 22 Batch 475/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.937 Epoch 22 Batch 476/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.229, Loss: 0.826 Epoch 22 Batch 477/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.230, Loss: 0.926 Epoch 22 Batch 478/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.229, Loss: 0.934 Epoch 22 Batch 479/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.966 Epoch 22 Batch 480/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.906 Epoch 22 Batch 481/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.926 Epoch 22 Batch 482/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.876 Epoch 22 Batch 483/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.879 Epoch 22 Batch 484/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.896 Epoch 22 Batch 485/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.931 Epoch 22 Batch 486/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.229, Loss: 0.872 Epoch 22 Batch 487/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.228, Loss: 0.878 Epoch 22 Batch 488/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.925 Epoch 22 Batch 489/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.925 Epoch 22 Batch 490/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.937 Epoch 22 Batch 491/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.885 Epoch 22 Batch 492/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.935 Epoch 22 Batch 493/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.888 Epoch 22 Batch 494/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.932 Epoch 22 Batch 495/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.874 Epoch 22 Batch 496/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.859 Epoch 22 Batch 497/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.963 Epoch 22 Batch 498/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.940 Epoch 22 Batch 499/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.229, Loss: 0.932 Epoch 22 Batch 500/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.934 Epoch 22 Batch 501/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.883 Epoch 22 Batch 502/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.928 Epoch 22 Batch 503/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.994 Epoch 22 Batch 504/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.880 Epoch 22 Batch 505/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.897 Epoch 22 Batch 506/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.940 Epoch 22 Batch 507/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.884 Epoch 22 Batch 508/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.884 Epoch 22 Batch 509/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.891 Epoch 22 Batch 510/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.963 Epoch 22 Batch 511/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.228, Loss: 0.927 Epoch 22 Batch 512/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.871 Epoch 22 Batch 513/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.941 Epoch 22 Batch 514/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.941 Epoch 22 Batch 515/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.902 Epoch 22 Batch 516/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.907 Epoch 22 Batch 517/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.966 Epoch 22 Batch 518/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.879 Epoch 22 Batch 519/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.907 Epoch 22 Batch 520/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.962 Epoch 22 Batch 521/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.911 Epoch 22 Batch 522/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.998 Epoch 22 Batch 523/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.898 Epoch 22 Batch 524/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.998 Epoch 22 Batch 525/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.900 Epoch 22 Batch 526/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.832 Epoch 22 Batch 527/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.228, Loss: 0.884 Epoch 22 Batch 528/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.902 Epoch 22 Batch 529/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.934 Epoch 22 Batch 530/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.927 Epoch 22 Batch 531/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.922 Epoch 22 Batch 532/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 0.870 Epoch 22 Batch 533/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.989 Epoch 22 Batch 534/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.963 Epoch 22 Batch 535/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.959 Epoch 22 Batch 536/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.950 Epoch 22 Batch 537/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.929 Epoch 22 Batch 538/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.912 Epoch 22 Batch 539/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.888 Epoch 22 Batch 540/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.891 Epoch 22 Batch 541/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.948 Epoch 22 Batch 542/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.923 Epoch 22 Batch 543/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.912 Epoch 22 Batch 544/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.892 Epoch 22 Batch 545/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.873 Epoch 22 Batch 546/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.953 Epoch 22 Batch 547/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.906 Epoch 22 Batch 548/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.914 Epoch 22 Batch 549/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.888 Epoch 22 Batch 550/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.865 Epoch 22 Batch 551/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.890 Epoch 22 Batch 552/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.918 Epoch 22 Batch 553/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.915 Epoch 22 Batch 554/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.984 Epoch 22 Batch 555/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.869 Epoch 22 Batch 556/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.845 Epoch 22 Batch 557/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.912 Epoch 22 Batch 558/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.871 Epoch 22 Batch 559/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.922 Epoch 22 Batch 560/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.852 Epoch 22 Batch 561/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.906 Epoch 22 Batch 562/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.931 Epoch 22 Batch 563/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.901 Epoch 22 Batch 564/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 1.003 Epoch 22 Batch 565/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.890 Epoch 22 Batch 566/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.898 Epoch 22 Batch 567/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.887 Epoch 22 Batch 568/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.964 Epoch 22 Batch 569/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.934 Epoch 22 Batch 570/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.939 Epoch 22 Batch 571/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.882 Epoch 22 Batch 572/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.928 Epoch 22 Batch 573/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 1.000 Epoch 22 Batch 574/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.936 Epoch 22 Batch 575/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.948 Epoch 22 Batch 576/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.872 Epoch 22 Batch 577/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.858 Epoch 22 Batch 578/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.871 Epoch 22 Batch 579/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.930 Epoch 22 Batch 580/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.895 Epoch 22 Batch 581/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.953 Epoch 22 Batch 582/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.923 Epoch 22 Batch 583/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.929 Epoch 22 Batch 584/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.903 Epoch 22 Batch 585/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.896 Epoch 22 Batch 586/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.883 Epoch 22 Batch 587/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.922 Epoch 22 Batch 588/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.916 Epoch 22 Batch 589/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.845 Epoch 22 Batch 590/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.899 Epoch 22 Batch 591/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.228, Loss: 0.867 Epoch 22 Batch 592/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.913 Epoch 22 Batch 593/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.931 Epoch 22 Batch 594/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.854 Epoch 22 Batch 595/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.945 Epoch 22 Batch 596/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.916 Epoch 22 Batch 597/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.228, Loss: 0.953 Epoch 22 Batch 598/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.889 Epoch 22 Batch 599/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 1.003 Epoch 22 Batch 600/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 0.929 Epoch 22 Batch 601/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.228, Loss: 0.908 Epoch 22 Batch 602/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.871 Epoch 22 Batch 603/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.929 Epoch 22 Batch 604/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 0.932 Epoch 22 Batch 605/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.228, Loss: 0.890 Epoch 22 Batch 606/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.899 Epoch 22 Batch 607/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.228, Loss: 0.883 Epoch 22 Batch 608/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.918 Epoch 22 Batch 609/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.941 Epoch 22 Batch 610/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.896 Epoch 22 Batch 611/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.915 Epoch 22 Batch 612/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.975 Epoch 22 Batch 613/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.948 Epoch 22 Batch 614/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.955 Epoch 22 Batch 615/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.923 Epoch 22 Batch 616/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.893 Epoch 22 Batch 617/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.939 Epoch 22 Batch 618/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.951 Epoch 22 Batch 619/1077 - Train Accuracy: 0.102, Validation Accuracy: 0.228, Loss: 0.983 Epoch 22 Batch 620/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.946 Epoch 22 Batch 621/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.879 Epoch 22 Batch 622/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.228, Loss: 0.947 Epoch 22 Batch 623/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.914 Epoch 22 Batch 624/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 0.961 Epoch 22 Batch 625/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.880 Epoch 22 Batch 626/1077 - Train Accuracy: 0.222, Validation Accuracy: 0.228, Loss: 0.948 Epoch 22 Batch 627/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.961 Epoch 22 Batch 628/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.969 Epoch 22 Batch 629/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.942 Epoch 22 Batch 630/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.894 Epoch 22 Batch 631/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.937 Epoch 22 Batch 632/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.910 Epoch 22 Batch 633/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.900 Epoch 22 Batch 634/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.889 Epoch 22 Batch 635/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.228, Loss: 0.904 Epoch 22 Batch 636/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.913 Epoch 22 Batch 637/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.227, Loss: 0.948 Epoch 22 Batch 638/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.227, Loss: 0.890 Epoch 22 Batch 639/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.855 Epoch 22 Batch 640/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.897 Epoch 22 Batch 641/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.929 Epoch 22 Batch 642/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.227, Loss: 0.941 Epoch 22 Batch 643/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.227, Loss: 0.923 Epoch 22 Batch 644/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.843 Epoch 22 Batch 645/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.937 Epoch 22 Batch 646/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.228, Loss: 0.884 Epoch 22 Batch 647/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.927 Epoch 22 Batch 648/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.911 Epoch 22 Batch 649/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.897 Epoch 22 Batch 650/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.945 Epoch 22 Batch 651/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.941 Epoch 22 Batch 652/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.843 Epoch 22 Batch 653/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.976 Epoch 22 Batch 654/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.847 Epoch 22 Batch 655/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.912 Epoch 22 Batch 656/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.884 Epoch 22 Batch 657/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.906 Epoch 22 Batch 658/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.946 Epoch 22 Batch 659/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 0.877 Epoch 22 Batch 660/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.932 Epoch 22 Batch 661/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.951 Epoch 22 Batch 662/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.893 Epoch 22 Batch 663/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.228, Loss: 0.927 Epoch 22 Batch 664/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.897 Epoch 22 Batch 665/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.881 Epoch 22 Batch 666/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.228, Loss: 0.959 Epoch 22 Batch 667/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.228, Loss: 0.899 Epoch 22 Batch 668/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.953 Epoch 22 Batch 669/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.228, Loss: 0.914 Epoch 22 Batch 670/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.228, Loss: 0.939 Epoch 22 Batch 671/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.227, Loss: 0.980 Epoch 22 Batch 672/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.227, Loss: 0.873 Epoch 22 Batch 673/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.945 Epoch 22 Batch 674/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.956 Epoch 22 Batch 675/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.963 Epoch 22 Batch 676/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.917 Epoch 22 Batch 677/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.948 Epoch 22 Batch 678/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.910 Epoch 22 Batch 679/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.895 Epoch 22 Batch 680/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.855 Epoch 22 Batch 681/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.906 Epoch 22 Batch 682/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.229, Loss: 0.911 Epoch 22 Batch 683/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.949 Epoch 22 Batch 684/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.896 Epoch 22 Batch 685/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.964 Epoch 22 Batch 686/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 0.919 Epoch 22 Batch 687/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.938 Epoch 22 Batch 688/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.893 Epoch 22 Batch 689/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.948 Epoch 22 Batch 690/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.953 Epoch 22 Batch 691/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.896 Epoch 22 Batch 692/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.937 Epoch 22 Batch 693/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.910 Epoch 22 Batch 694/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.941 Epoch 22 Batch 695/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.957 Epoch 22 Batch 696/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.897 Epoch 22 Batch 697/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.885 Epoch 22 Batch 698/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.859 Epoch 22 Batch 699/1077 - Train Accuracy: 0.103, Validation Accuracy: 0.229, Loss: 0.932 Epoch 22 Batch 700/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.940 Epoch 22 Batch 701/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.915 Epoch 22 Batch 702/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.901 Epoch 22 Batch 703/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.916 Epoch 22 Batch 704/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.907 Epoch 22 Batch 705/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.933 Epoch 22 Batch 706/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.932 Epoch 22 Batch 707/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.931 Epoch 22 Batch 708/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.931 Epoch 22 Batch 709/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.910 Epoch 22 Batch 710/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.933 Epoch 22 Batch 711/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.950 Epoch 22 Batch 712/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.969 Epoch 22 Batch 713/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.228, Loss: 0.901 Epoch 22 Batch 714/1077 - Train Accuracy: 0.181, Validation Accuracy: 0.228, Loss: 0.985 Epoch 22 Batch 715/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.938 Epoch 22 Batch 716/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.829 Epoch 22 Batch 717/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.849 Epoch 22 Batch 718/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.938 Epoch 22 Batch 719/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.919 Epoch 22 Batch 720/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.228, Loss: 0.966 Epoch 22 Batch 721/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.928 Epoch 22 Batch 722/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.890 Epoch 22 Batch 723/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.895 Epoch 22 Batch 724/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.941 Epoch 22 Batch 725/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.229, Loss: 0.926 Epoch 22 Batch 726/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.977 Epoch 22 Batch 727/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.947 Epoch 22 Batch 728/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.895 Epoch 22 Batch 729/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.952 Epoch 22 Batch 730/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.930 Epoch 22 Batch 731/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.986 Epoch 22 Batch 732/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.896 Epoch 22 Batch 733/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.929 Epoch 22 Batch 734/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.942 Epoch 22 Batch 735/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.949 Epoch 22 Batch 736/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.857 Epoch 22 Batch 737/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.909 Epoch 22 Batch 738/1077 - Train Accuracy: 0.284, Validation Accuracy: 0.228, Loss: 0.926 Epoch 22 Batch 739/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.969 Epoch 22 Batch 740/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.950 Epoch 22 Batch 741/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.910 Epoch 22 Batch 742/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.949 Epoch 22 Batch 743/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.872 Epoch 22 Batch 744/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 0.901 Epoch 22 Batch 745/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.895 Epoch 22 Batch 746/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.926 Epoch 22 Batch 747/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.981 Epoch 22 Batch 748/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.917 Epoch 22 Batch 749/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.920 Epoch 22 Batch 750/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.927 Epoch 22 Batch 751/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.888 Epoch 22 Batch 752/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.984 Epoch 22 Batch 753/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.907 Epoch 22 Batch 754/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.227, Loss: 0.897 Epoch 22 Batch 755/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.930 Epoch 22 Batch 756/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.227, Loss: 0.929 Epoch 22 Batch 757/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.896 Epoch 22 Batch 758/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.893 Epoch 22 Batch 759/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.914 Epoch 22 Batch 760/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.900 Epoch 22 Batch 761/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.229, Loss: 0.930 Epoch 22 Batch 762/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.922 Epoch 22 Batch 763/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.946 Epoch 22 Batch 764/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.971 Epoch 22 Batch 765/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.911 Epoch 22 Batch 766/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.929 Epoch 22 Batch 767/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.882 Epoch 22 Batch 768/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.940 Epoch 22 Batch 769/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.880 Epoch 22 Batch 770/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.930 Epoch 22 Batch 771/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.921 Epoch 22 Batch 772/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.892 Epoch 22 Batch 773/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.893 Epoch 22 Batch 774/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.967 Epoch 22 Batch 775/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.926 Epoch 22 Batch 776/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.872 Epoch 22 Batch 777/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.885 Epoch 22 Batch 778/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.228, Loss: 0.912 Epoch 22 Batch 779/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.864 Epoch 22 Batch 780/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.951 Epoch 22 Batch 781/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 0.869 Epoch 22 Batch 782/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.889 Epoch 22 Batch 783/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.948 Epoch 22 Batch 784/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.922 Epoch 22 Batch 785/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.882 Epoch 22 Batch 786/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.942 Epoch 22 Batch 787/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.879 Epoch 22 Batch 788/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.979 Epoch 22 Batch 789/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.228, Loss: 0.900 Epoch 22 Batch 790/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.929 Epoch 22 Batch 791/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.951 Epoch 22 Batch 792/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.948 Epoch 22 Batch 793/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.907 Epoch 22 Batch 794/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 0.939 Epoch 22 Batch 795/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.920 Epoch 22 Batch 796/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.912 Epoch 22 Batch 797/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.919 Epoch 22 Batch 798/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.930 Epoch 22 Batch 799/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.229, Loss: 0.943 Epoch 22 Batch 800/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.946 Epoch 22 Batch 801/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.899 Epoch 22 Batch 802/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.942 Epoch 22 Batch 803/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.911 Epoch 22 Batch 804/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.866 Epoch 22 Batch 805/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.892 Epoch 22 Batch 806/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.228, Loss: 0.897 Epoch 22 Batch 807/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.902 Epoch 22 Batch 808/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.883 Epoch 22 Batch 809/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.982 Epoch 22 Batch 810/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.905 Epoch 22 Batch 811/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.893 Epoch 22 Batch 812/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.900 Epoch 22 Batch 813/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.890 Epoch 22 Batch 814/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.918 Epoch 22 Batch 815/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.872 Epoch 22 Batch 816/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.983 Epoch 22 Batch 817/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.909 Epoch 22 Batch 818/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.932 Epoch 22 Batch 819/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.852 Epoch 22 Batch 820/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.885 Epoch 22 Batch 821/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.912 Epoch 22 Batch 822/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.980 Epoch 22 Batch 823/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.952 Epoch 22 Batch 824/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.900 Epoch 22 Batch 825/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.902 Epoch 22 Batch 826/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.975 Epoch 22 Batch 827/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.881 Epoch 22 Batch 828/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.945 Epoch 22 Batch 829/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.873 Epoch 22 Batch 830/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.916 Epoch 22 Batch 831/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.229, Loss: 0.952 Epoch 22 Batch 832/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.948 Epoch 22 Batch 833/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 1.013 Epoch 22 Batch 834/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.229, Loss: 0.971 Epoch 22 Batch 835/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.952 Epoch 22 Batch 836/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.921 Epoch 22 Batch 837/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.933 Epoch 22 Batch 838/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.912 Epoch 22 Batch 839/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.938 Epoch 22 Batch 840/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.920 Epoch 22 Batch 841/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.913 Epoch 22 Batch 842/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.928 Epoch 22 Batch 843/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.872 Epoch 22 Batch 844/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.930 Epoch 22 Batch 845/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.916 Epoch 22 Batch 846/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.918 Epoch 22 Batch 847/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.877 Epoch 22 Batch 848/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.902 Epoch 22 Batch 849/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.930 Epoch 22 Batch 850/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.937 Epoch 22 Batch 851/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.919 Epoch 22 Batch 852/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.983 Epoch 22 Batch 853/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.935 Epoch 22 Batch 854/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.919 Epoch 22 Batch 855/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.900 Epoch 22 Batch 856/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.920 Epoch 22 Batch 857/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.940 Epoch 22 Batch 858/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.906 Epoch 22 Batch 859/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.882 Epoch 22 Batch 860/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.927 Epoch 22 Batch 861/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.885 Epoch 22 Batch 862/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.922 Epoch 22 Batch 863/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.911 Epoch 22 Batch 864/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.927 Epoch 22 Batch 865/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.228, Loss: 0.873 Epoch 22 Batch 866/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.870 Epoch 22 Batch 867/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.965 Epoch 22 Batch 868/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.878 Epoch 22 Batch 869/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.904 Epoch 22 Batch 870/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.228, Loss: 0.864 Epoch 22 Batch 871/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.888 Epoch 22 Batch 872/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.963 Epoch 22 Batch 873/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.890 Epoch 22 Batch 874/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.873 Epoch 22 Batch 875/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.852 Epoch 22 Batch 876/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.880 Epoch 22 Batch 877/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.926 Epoch 22 Batch 878/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.964 Epoch 22 Batch 879/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.845 Epoch 22 Batch 880/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.912 Epoch 22 Batch 881/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.945 Epoch 22 Batch 882/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.890 Epoch 22 Batch 883/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.908 Epoch 22 Batch 884/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.923 Epoch 22 Batch 885/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.229, Loss: 0.902 Epoch 22 Batch 886/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.992 Epoch 22 Batch 887/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.943 Epoch 22 Batch 888/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.914 Epoch 22 Batch 889/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.921 Epoch 22 Batch 890/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.229, Loss: 0.936 Epoch 22 Batch 891/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.871 Epoch 22 Batch 892/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.995 Epoch 22 Batch 893/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.940 Epoch 22 Batch 894/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.976 Epoch 22 Batch 895/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.922 Epoch 22 Batch 896/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.912 Epoch 22 Batch 897/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.937 Epoch 22 Batch 898/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.928 Epoch 22 Batch 899/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.958 Epoch 22 Batch 900/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.968 Epoch 22 Batch 901/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.938 Epoch 22 Batch 902/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.991 Epoch 22 Batch 903/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.902 Epoch 22 Batch 904/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.849 Epoch 22 Batch 905/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.922 Epoch 22 Batch 906/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.848 Epoch 22 Batch 907/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.934 Epoch 22 Batch 908/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.928 Epoch 22 Batch 909/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.943 Epoch 22 Batch 910/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.937 Epoch 22 Batch 911/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.230, Loss: 0.967 Epoch 22 Batch 912/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.922 Epoch 22 Batch 913/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.917 Epoch 22 Batch 914/1077 - Train Accuracy: 0.298, Validation Accuracy: 0.229, Loss: 0.949 Epoch 22 Batch 915/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.868 Epoch 22 Batch 916/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.941 Epoch 22 Batch 917/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.881 Epoch 22 Batch 918/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.229, Loss: 0.934 Epoch 22 Batch 919/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.229, Loss: 0.951 Epoch 22 Batch 920/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.934 Epoch 22 Batch 921/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.959 Epoch 22 Batch 922/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.951 Epoch 22 Batch 923/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.229, Loss: 0.880 Epoch 22 Batch 924/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 0.957 Epoch 22 Batch 925/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.891 Epoch 22 Batch 926/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.927 Epoch 22 Batch 927/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.890 Epoch 22 Batch 928/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.931 Epoch 22 Batch 929/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.911 Epoch 22 Batch 930/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 0.946 Epoch 22 Batch 931/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.909 Epoch 22 Batch 932/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.902 Epoch 22 Batch 933/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.903 Epoch 22 Batch 934/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.891 Epoch 22 Batch 935/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.918 Epoch 22 Batch 936/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.949 Epoch 22 Batch 937/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.228, Loss: 0.854 Epoch 22 Batch 938/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.960 Epoch 22 Batch 939/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.956 Epoch 22 Batch 940/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.875 Epoch 22 Batch 941/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.909 Epoch 22 Batch 942/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.912 Epoch 22 Batch 943/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.926 Epoch 22 Batch 944/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.945 Epoch 22 Batch 945/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.921 Epoch 22 Batch 946/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.908 Epoch 22 Batch 947/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.998 Epoch 22 Batch 948/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.950 Epoch 22 Batch 949/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.923 Epoch 22 Batch 950/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.929 Epoch 22 Batch 951/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.896 Epoch 22 Batch 952/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.915 Epoch 22 Batch 953/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.229, Loss: 0.897 Epoch 22 Batch 954/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.995 Epoch 22 Batch 955/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.946 Epoch 22 Batch 956/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.932 Epoch 22 Batch 957/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.898 Epoch 22 Batch 958/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.846 Epoch 22 Batch 959/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.869 Epoch 22 Batch 960/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.942 Epoch 22 Batch 961/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.941 Epoch 22 Batch 962/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.908 Epoch 22 Batch 963/1077 - Train Accuracy: 0.066, Validation Accuracy: 0.229, Loss: 0.921 Epoch 22 Batch 964/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.884 Epoch 22 Batch 965/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.229, Loss: 0.910 Epoch 22 Batch 966/1077 - Train Accuracy: 0.258, Validation Accuracy: 0.229, Loss: 0.869 Epoch 22 Batch 967/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.905 Epoch 22 Batch 968/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.850 Epoch 22 Batch 969/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.978 Epoch 22 Batch 970/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.937 Epoch 22 Batch 971/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.943 Epoch 22 Batch 972/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.982 Epoch 22 Batch 973/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.864 Epoch 22 Batch 974/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.913 Epoch 22 Batch 975/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.907 Epoch 22 Batch 976/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.937 Epoch 22 Batch 977/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.901 Epoch 22 Batch 978/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.919 Epoch 22 Batch 979/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.229, Loss: 0.899 Epoch 22 Batch 980/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.917 Epoch 22 Batch 981/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.951 Epoch 22 Batch 982/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.940 Epoch 22 Batch 983/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.228, Loss: 0.901 Epoch 22 Batch 984/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.936 Epoch 22 Batch 985/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.863 Epoch 22 Batch 986/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.962 Epoch 22 Batch 987/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.925 Epoch 22 Batch 988/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.228, Loss: 0.921 Epoch 22 Batch 989/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.976 Epoch 22 Batch 990/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.228, Loss: 0.902 Epoch 22 Batch 991/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.228, Loss: 0.900 Epoch 22 Batch 992/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.901 Epoch 22 Batch 993/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.924 Epoch 22 Batch 994/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.925 Epoch 22 Batch 995/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.941 Epoch 22 Batch 996/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.935 Epoch 22 Batch 997/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.859 Epoch 22 Batch 998/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.928 Epoch 22 Batch 999/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.931 Epoch 22 Batch 1000/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.931 Epoch 22 Batch 1001/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.228, Loss: 0.953 Epoch 22 Batch 1002/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.228, Loss: 0.988 Epoch 22 Batch 1003/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.951 Epoch 22 Batch 1004/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.890 Epoch 22 Batch 1005/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.954 Epoch 22 Batch 1006/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.914 Epoch 22 Batch 1007/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.968 Epoch 22 Batch 1008/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.917 Epoch 22 Batch 1009/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.930 Epoch 22 Batch 1010/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.916 Epoch 22 Batch 1011/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.932 Epoch 22 Batch 1012/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.963 Epoch 22 Batch 1013/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.901 Epoch 22 Batch 1014/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.931 Epoch 22 Batch 1015/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.896 Epoch 22 Batch 1016/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.918 Epoch 22 Batch 1017/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.229, Loss: 0.864 Epoch 22 Batch 1018/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 1.000 Epoch 22 Batch 1019/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.905 Epoch 22 Batch 1020/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.906 Epoch 22 Batch 1021/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.895 Epoch 22 Batch 1022/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.884 Epoch 22 Batch 1023/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.229, Loss: 0.967 Epoch 22 Batch 1024/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.892 Epoch 22 Batch 1025/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.949 Epoch 22 Batch 1026/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.878 Epoch 22 Batch 1027/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.937 Epoch 22 Batch 1028/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.229, Loss: 0.874 Epoch 22 Batch 1029/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.914 Epoch 22 Batch 1030/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.892 Epoch 22 Batch 1031/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.885 Epoch 22 Batch 1032/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.923 Epoch 22 Batch 1033/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.936 Epoch 22 Batch 1034/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.229, Loss: 0.898 Epoch 22 Batch 1035/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.933 Epoch 22 Batch 1036/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.958 Epoch 22 Batch 1037/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.229, Loss: 0.965 Epoch 22 Batch 1038/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.961 Epoch 22 Batch 1039/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.873 Epoch 22 Batch 1040/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.916 Epoch 22 Batch 1041/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.957 Epoch 22 Batch 1042/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.889 Epoch 22 Batch 1043/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.228, Loss: 0.920 Epoch 22 Batch 1044/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.888 Epoch 22 Batch 1045/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.905 Epoch 22 Batch 1046/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 0.904 Epoch 22 Batch 1047/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.930 Epoch 22 Batch 1048/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.950 Epoch 22 Batch 1049/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.935 Epoch 22 Batch 1050/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.897 Epoch 22 Batch 1051/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.873 Epoch 22 Batch 1052/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.902 Epoch 22 Batch 1053/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.879 Epoch 22 Batch 1054/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.978 Epoch 22 Batch 1055/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.945 Epoch 22 Batch 1056/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.930 Epoch 22 Batch 1057/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.962 Epoch 22 Batch 1058/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.944 Epoch 22 Batch 1059/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.968 Epoch 22 Batch 1060/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.944 Epoch 22 Batch 1061/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.903 Epoch 22 Batch 1062/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.899 Epoch 22 Batch 1063/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.924 Epoch 22 Batch 1064/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.919 Epoch 22 Batch 1065/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.919 Epoch 22 Batch 1066/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.911 Epoch 22 Batch 1067/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.926 Epoch 22 Batch 1068/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.932 Epoch 22 Batch 1069/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.872 Epoch 22 Batch 1070/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.921 Epoch 22 Batch 1071/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.998 Epoch 22 Batch 1072/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.964 Epoch 22 Batch 1073/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.917 Epoch 22 Batch 1074/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.944 Epoch 22 Batch 1075/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.228, Loss: 0.925 Epoch 23 Batch 0/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.887 Epoch 23 Batch 1/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.867 Epoch 23 Batch 2/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.228, Loss: 0.958 Epoch 23 Batch 3/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.929 Epoch 23 Batch 4/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.904 Epoch 23 Batch 5/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.913 Epoch 23 Batch 6/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.868 Epoch 23 Batch 7/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.228, Loss: 0.892 Epoch 23 Batch 8/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.875 Epoch 23 Batch 9/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.873 Epoch 23 Batch 10/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.947 Epoch 23 Batch 11/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.928 Epoch 23 Batch 12/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.969 Epoch 23 Batch 13/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.930 Epoch 23 Batch 14/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.921 Epoch 23 Batch 15/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.942 Epoch 23 Batch 16/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.929 Epoch 23 Batch 17/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.903 Epoch 23 Batch 18/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.931 Epoch 23 Batch 19/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.940 Epoch 23 Batch 20/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.896 Epoch 23 Batch 21/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.917 Epoch 23 Batch 22/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.953 Epoch 23 Batch 23/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.967 Epoch 23 Batch 24/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.943 Epoch 23 Batch 25/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.898 Epoch 23 Batch 26/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.881 Epoch 23 Batch 27/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.931 Epoch 23 Batch 28/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.857 Epoch 23 Batch 29/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.939 Epoch 23 Batch 30/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.864 Epoch 23 Batch 31/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.959 Epoch 23 Batch 32/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.899 Epoch 23 Batch 33/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.966 Epoch 23 Batch 34/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.904 Epoch 23 Batch 35/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.970 Epoch 23 Batch 36/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.908 Epoch 23 Batch 37/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.929 Epoch 23 Batch 38/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.919 Epoch 23 Batch 39/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 1.009 Epoch 23 Batch 40/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.912 Epoch 23 Batch 41/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.900 Epoch 23 Batch 42/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.953 Epoch 23 Batch 43/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.228, Loss: 0.931 Epoch 23 Batch 44/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.228, Loss: 0.872 Epoch 23 Batch 45/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.935 Epoch 23 Batch 46/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.228, Loss: 0.910 Epoch 23 Batch 47/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.952 Epoch 23 Batch 48/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.935 Epoch 23 Batch 49/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.228, Loss: 0.898 Epoch 23 Batch 50/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.909 Epoch 23 Batch 51/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.954 Epoch 23 Batch 52/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.908 Epoch 23 Batch 53/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.229, Loss: 0.905 Epoch 23 Batch 54/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.964 Epoch 23 Batch 55/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.938 Epoch 23 Batch 56/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.228, Loss: 0.865 Epoch 23 Batch 57/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.228, Loss: 0.886 Epoch 23 Batch 58/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.871 Epoch 23 Batch 59/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.910 Epoch 23 Batch 60/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.929 Epoch 23 Batch 61/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.893 Epoch 23 Batch 62/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.904 Epoch 23 Batch 63/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.878 Epoch 23 Batch 64/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.960 Epoch 23 Batch 65/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.906 Epoch 23 Batch 66/1077 - Train Accuracy: 0.181, Validation Accuracy: 0.228, Loss: 0.894 Epoch 23 Batch 67/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.934 Epoch 23 Batch 68/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.887 Epoch 23 Batch 69/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.917 Epoch 23 Batch 70/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.892 Epoch 23 Batch 71/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.918 Epoch 23 Batch 72/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.910 Epoch 23 Batch 73/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.955 Epoch 23 Batch 74/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.885 Epoch 23 Batch 75/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.971 Epoch 23 Batch 76/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.909 Epoch 23 Batch 77/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.947 Epoch 23 Batch 78/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.894 Epoch 23 Batch 79/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.892 Epoch 23 Batch 80/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.934 Epoch 23 Batch 81/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.228, Loss: 0.871 Epoch 23 Batch 82/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.228, Loss: 0.938 Epoch 23 Batch 83/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.890 Epoch 23 Batch 84/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.905 Epoch 23 Batch 85/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.916 Epoch 23 Batch 86/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.952 Epoch 23 Batch 87/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.881 Epoch 23 Batch 88/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.862 Epoch 23 Batch 89/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.948 Epoch 23 Batch 90/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.912 Epoch 23 Batch 91/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.906 Epoch 23 Batch 92/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.953 Epoch 23 Batch 93/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.863 Epoch 23 Batch 94/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.898 Epoch 23 Batch 95/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.912 Epoch 23 Batch 96/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.961 Epoch 23 Batch 97/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.892 Epoch 23 Batch 98/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.900 Epoch 23 Batch 99/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.884 Epoch 23 Batch 100/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.835 Epoch 23 Batch 101/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.903 Epoch 23 Batch 102/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.945 Epoch 23 Batch 103/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.948 Epoch 23 Batch 104/1077 - Train Accuracy: 0.098, Validation Accuracy: 0.229, Loss: 0.926 Epoch 23 Batch 105/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.910 Epoch 23 Batch 106/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.229, Loss: 0.925 Epoch 23 Batch 107/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.229, Loss: 0.937 Epoch 23 Batch 108/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.229, Loss: 0.928 Epoch 23 Batch 109/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.940 Epoch 23 Batch 110/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.229, Loss: 0.896 Epoch 23 Batch 111/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.946 Epoch 23 Batch 112/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.855 Epoch 23 Batch 113/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.922 Epoch 23 Batch 114/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.933 Epoch 23 Batch 115/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.871 Epoch 23 Batch 116/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.903 Epoch 23 Batch 117/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.869 Epoch 23 Batch 118/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.930 Epoch 23 Batch 119/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.968 Epoch 23 Batch 120/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.921 Epoch 23 Batch 121/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.992 Epoch 23 Batch 122/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.897 Epoch 23 Batch 123/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.934 Epoch 23 Batch 124/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.881 Epoch 23 Batch 125/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.943 Epoch 23 Batch 126/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.957 Epoch 23 Batch 127/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.889 Epoch 23 Batch 128/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.906 Epoch 23 Batch 129/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.897 Epoch 23 Batch 130/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.915 Epoch 23 Batch 131/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.883 Epoch 23 Batch 132/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.866 Epoch 23 Batch 133/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.974 Epoch 23 Batch 134/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.912 Epoch 23 Batch 135/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.876 Epoch 23 Batch 136/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.866 Epoch 23 Batch 137/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.943 Epoch 23 Batch 138/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.830 Epoch 23 Batch 139/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.891 Epoch 23 Batch 140/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.932 Epoch 23 Batch 141/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.901 Epoch 23 Batch 142/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.937 Epoch 23 Batch 143/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.969 Epoch 23 Batch 144/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.926 Epoch 23 Batch 145/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 0.875 Epoch 23 Batch 146/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 1.004 Epoch 23 Batch 147/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.942 Epoch 23 Batch 148/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 0.906 Epoch 23 Batch 149/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.925 Epoch 23 Batch 150/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.973 Epoch 23 Batch 151/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.896 Epoch 23 Batch 152/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.902 Epoch 23 Batch 153/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.942 Epoch 23 Batch 154/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.864 Epoch 23 Batch 155/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.921 Epoch 23 Batch 156/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.904 Epoch 23 Batch 157/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.877 Epoch 23 Batch 158/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.930 Epoch 23 Batch 159/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.973 Epoch 23 Batch 160/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.916 Epoch 23 Batch 161/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.956 Epoch 23 Batch 162/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.878 Epoch 23 Batch 163/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.938 Epoch 23 Batch 164/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.903 Epoch 23 Batch 165/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.968 Epoch 23 Batch 166/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 0.847 Epoch 23 Batch 167/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.935 Epoch 23 Batch 168/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.957 Epoch 23 Batch 169/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.900 Epoch 23 Batch 170/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.901 Epoch 23 Batch 171/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.228, Loss: 0.977 Epoch 23 Batch 172/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.938 Epoch 23 Batch 173/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.228, Loss: 0.937 Epoch 23 Batch 174/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.906 Epoch 23 Batch 175/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.933 Epoch 23 Batch 176/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.918 Epoch 23 Batch 177/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.883 Epoch 23 Batch 178/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.891 Epoch 23 Batch 179/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.228, Loss: 0.893 Epoch 23 Batch 180/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.812 Epoch 23 Batch 181/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.868 Epoch 23 Batch 182/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.903 Epoch 23 Batch 183/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.855 Epoch 23 Batch 184/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.908 Epoch 23 Batch 185/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.886 Epoch 23 Batch 186/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.983 Epoch 23 Batch 187/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 1.001 Epoch 23 Batch 188/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 0.965 Epoch 23 Batch 189/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.921 Epoch 23 Batch 190/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.903 Epoch 23 Batch 191/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.228, Loss: 0.883 Epoch 23 Batch 192/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.867 Epoch 23 Batch 193/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.896 Epoch 23 Batch 194/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.914 Epoch 23 Batch 195/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.911 Epoch 23 Batch 196/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.908 Epoch 23 Batch 197/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.916 Epoch 23 Batch 198/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.976 Epoch 23 Batch 199/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.925 Epoch 23 Batch 200/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 0.893 Epoch 23 Batch 201/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.890 Epoch 23 Batch 202/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.905 Epoch 23 Batch 203/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.922 Epoch 23 Batch 204/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.908 Epoch 23 Batch 205/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.913 Epoch 23 Batch 206/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.871 Epoch 23 Batch 207/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.924 Epoch 23 Batch 208/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.909 Epoch 23 Batch 209/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.825 Epoch 23 Batch 210/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 0.888 Epoch 23 Batch 211/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.933 Epoch 23 Batch 212/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.856 Epoch 23 Batch 213/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.865 Epoch 23 Batch 214/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.906 Epoch 23 Batch 215/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.930 Epoch 23 Batch 216/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.878 Epoch 23 Batch 217/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.891 Epoch 23 Batch 218/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.228, Loss: 0.894 Epoch 23 Batch 219/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.228, Loss: 0.890 Epoch 23 Batch 220/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.908 Epoch 23 Batch 221/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.872 Epoch 23 Batch 222/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.873 Epoch 23 Batch 223/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.884 Epoch 23 Batch 224/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.958 Epoch 23 Batch 225/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.937 Epoch 23 Batch 226/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.900 Epoch 23 Batch 227/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.854 Epoch 23 Batch 228/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.902 Epoch 23 Batch 229/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.904 Epoch 23 Batch 230/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.926 Epoch 23 Batch 231/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.899 Epoch 23 Batch 232/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.917 Epoch 23 Batch 233/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.862 Epoch 23 Batch 234/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.229, Loss: 0.946 Epoch 23 Batch 235/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.915 Epoch 23 Batch 236/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.896 Epoch 23 Batch 237/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.930 Epoch 23 Batch 238/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.898 Epoch 23 Batch 239/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.943 Epoch 23 Batch 240/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.863 Epoch 23 Batch 241/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.917 Epoch 23 Batch 242/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.913 Epoch 23 Batch 243/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.990 Epoch 23 Batch 244/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.229, Loss: 0.922 Epoch 23 Batch 245/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.932 Epoch 23 Batch 246/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.924 Epoch 23 Batch 247/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.906 Epoch 23 Batch 248/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.908 Epoch 23 Batch 249/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.920 Epoch 23 Batch 250/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.229, Loss: 0.898 Epoch 23 Batch 251/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.916 Epoch 23 Batch 252/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.929 Epoch 23 Batch 253/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.228, Loss: 0.952 Epoch 23 Batch 254/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.898 Epoch 23 Batch 255/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.228, Loss: 0.911 Epoch 23 Batch 256/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.915 Epoch 23 Batch 257/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.916 Epoch 23 Batch 258/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.898 Epoch 23 Batch 259/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.929 Epoch 23 Batch 260/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 0.987 Epoch 23 Batch 261/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.228, Loss: 0.917 Epoch 23 Batch 262/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.922 Epoch 23 Batch 263/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.228, Loss: 0.919 Epoch 23 Batch 264/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.967 Epoch 23 Batch 265/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.871 Epoch 23 Batch 266/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.911 Epoch 23 Batch 267/1077 - Train Accuracy: 0.218, Validation Accuracy: 0.228, Loss: 0.854 Epoch 23 Batch 268/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.913 Epoch 23 Batch 269/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.880 Epoch 23 Batch 270/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.918 Epoch 23 Batch 271/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.914 Epoch 23 Batch 272/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.884 Epoch 23 Batch 273/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.851 Epoch 23 Batch 274/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.901 Epoch 23 Batch 275/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.953 Epoch 23 Batch 276/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.890 Epoch 23 Batch 277/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.912 Epoch 23 Batch 278/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.992 Epoch 23 Batch 279/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.895 Epoch 23 Batch 280/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.869 Epoch 23 Batch 281/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.904 Epoch 23 Batch 282/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.956 Epoch 23 Batch 283/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.937 Epoch 23 Batch 284/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.911 Epoch 23 Batch 285/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.951 Epoch 23 Batch 286/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.942 Epoch 23 Batch 287/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.895 Epoch 23 Batch 288/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.932 Epoch 23 Batch 289/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.946 Epoch 23 Batch 290/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.933 Epoch 23 Batch 291/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.972 Epoch 23 Batch 292/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.956 Epoch 23 Batch 293/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.918 Epoch 23 Batch 294/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.228, Loss: 0.905 Epoch 23 Batch 295/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.963 Epoch 23 Batch 296/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.891 Epoch 23 Batch 297/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.914 Epoch 23 Batch 298/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.908 Epoch 23 Batch 299/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.907 Epoch 23 Batch 300/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.981 Epoch 23 Batch 301/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.925 Epoch 23 Batch 302/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.970 Epoch 23 Batch 303/1077 - Train Accuracy: 0.140, Validation Accuracy: 0.229, Loss: 0.925 Epoch 23 Batch 304/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.895 Epoch 23 Batch 305/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.935 Epoch 23 Batch 306/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.960 Epoch 23 Batch 307/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.887 Epoch 23 Batch 308/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.895 Epoch 23 Batch 309/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.823 Epoch 23 Batch 310/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.860 Epoch 23 Batch 311/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.228, Loss: 0.893 Epoch 23 Batch 312/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.929 Epoch 23 Batch 313/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.946 Epoch 23 Batch 314/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.858 Epoch 23 Batch 315/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.936 Epoch 23 Batch 316/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.892 Epoch 23 Batch 317/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.228, Loss: 0.904 Epoch 23 Batch 318/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.890 Epoch 23 Batch 319/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.887 Epoch 23 Batch 320/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.908 Epoch 23 Batch 321/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.925 Epoch 23 Batch 322/1077 - Train Accuracy: 0.179, Validation Accuracy: 0.228, Loss: 0.848 Epoch 23 Batch 323/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.907 Epoch 23 Batch 324/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.834 Epoch 23 Batch 325/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.894 Epoch 23 Batch 326/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.859 Epoch 23 Batch 327/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.918 Epoch 23 Batch 328/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.939 Epoch 23 Batch 329/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.956 Epoch 23 Batch 330/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.829 Epoch 23 Batch 331/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.906 Epoch 23 Batch 332/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.883 Epoch 23 Batch 333/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.918 Epoch 23 Batch 334/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.884 Epoch 23 Batch 335/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.898 Epoch 23 Batch 336/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.978 Epoch 23 Batch 337/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.902 Epoch 23 Batch 338/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.855 Epoch 23 Batch 339/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.889 Epoch 23 Batch 340/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.883 Epoch 23 Batch 341/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.959 Epoch 23 Batch 342/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.229, Loss: 0.849 Epoch 23 Batch 343/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.932 Epoch 23 Batch 344/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.907 Epoch 23 Batch 345/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.932 Epoch 23 Batch 346/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.941 Epoch 23 Batch 347/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.907 Epoch 23 Batch 348/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.921 Epoch 23 Batch 349/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.892 Epoch 23 Batch 350/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.921 Epoch 23 Batch 351/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.229, Loss: 0.962 Epoch 23 Batch 352/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.904 Epoch 23 Batch 353/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.931 Epoch 23 Batch 354/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.935 Epoch 23 Batch 355/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 1.002 Epoch 23 Batch 356/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.953 Epoch 23 Batch 357/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.849 Epoch 23 Batch 358/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.927 Epoch 23 Batch 359/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.878 Epoch 23 Batch 360/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.919 Epoch 23 Batch 361/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.898 Epoch 23 Batch 362/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.919 Epoch 23 Batch 363/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.869 Epoch 23 Batch 364/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.907 Epoch 23 Batch 365/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 1.024 Epoch 23 Batch 366/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.906 Epoch 23 Batch 367/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.916 Epoch 23 Batch 368/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.894 Epoch 23 Batch 369/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.866 Epoch 23 Batch 370/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.914 Epoch 23 Batch 371/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.963 Epoch 23 Batch 372/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.911 Epoch 23 Batch 373/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.839 Epoch 23 Batch 374/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.950 Epoch 23 Batch 375/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.229, Loss: 0.872 Epoch 23 Batch 376/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.229, Loss: 0.876 Epoch 23 Batch 377/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.930 Epoch 23 Batch 378/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.896 Epoch 23 Batch 379/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.902 Epoch 23 Batch 380/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.871 Epoch 23 Batch 381/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.898 Epoch 23 Batch 382/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.957 Epoch 23 Batch 383/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.921 Epoch 23 Batch 384/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.901 Epoch 23 Batch 385/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.918 Epoch 23 Batch 386/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.926 Epoch 23 Batch 387/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.890 Epoch 23 Batch 388/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.902 Epoch 23 Batch 389/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.967 Epoch 23 Batch 390/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.930 Epoch 23 Batch 391/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.229, Loss: 0.886 Epoch 23 Batch 392/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.965 Epoch 23 Batch 393/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.931 Epoch 23 Batch 394/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.856 Epoch 23 Batch 395/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.930 Epoch 23 Batch 396/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.967 Epoch 23 Batch 397/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.916 Epoch 23 Batch 398/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.895 Epoch 23 Batch 399/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.229, Loss: 0.900 Epoch 23 Batch 400/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.870 Epoch 23 Batch 401/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.951 Epoch 23 Batch 402/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.890 Epoch 23 Batch 403/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.971 Epoch 23 Batch 404/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.928 Epoch 23 Batch 405/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.903 Epoch 23 Batch 406/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 0.919 Epoch 23 Batch 407/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.950 Epoch 23 Batch 408/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.887 Epoch 23 Batch 409/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.918 Epoch 23 Batch 410/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.229, Loss: 0.874 Epoch 23 Batch 411/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.229, Loss: 0.921 Epoch 23 Batch 412/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.929 Epoch 23 Batch 413/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.930 Epoch 23 Batch 414/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.950 Epoch 23 Batch 415/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.931 Epoch 23 Batch 416/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.966 Epoch 23 Batch 417/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.906 Epoch 23 Batch 418/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.860 Epoch 23 Batch 419/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.915 Epoch 23 Batch 420/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.942 Epoch 23 Batch 421/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 1.030 Epoch 23 Batch 422/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.878 Epoch 23 Batch 423/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.931 Epoch 23 Batch 424/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.953 Epoch 23 Batch 425/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.934 Epoch 23 Batch 426/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.926 Epoch 23 Batch 427/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.229, Loss: 0.921 Epoch 23 Batch 428/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.229, Loss: 0.936 Epoch 23 Batch 429/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.932 Epoch 23 Batch 430/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.918 Epoch 23 Batch 431/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.918 Epoch 23 Batch 432/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.931 Epoch 23 Batch 433/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.945 Epoch 23 Batch 434/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.855 Epoch 23 Batch 435/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.922 Epoch 23 Batch 436/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.901 Epoch 23 Batch 437/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.913 Epoch 23 Batch 438/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.897 Epoch 23 Batch 439/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.937 Epoch 23 Batch 440/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.899 Epoch 23 Batch 441/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.959 Epoch 23 Batch 442/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.848 Epoch 23 Batch 443/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.869 Epoch 23 Batch 444/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.860 Epoch 23 Batch 445/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.983 Epoch 23 Batch 446/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.898 Epoch 23 Batch 447/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.954 Epoch 23 Batch 448/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.949 Epoch 23 Batch 449/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.890 Epoch 23 Batch 450/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.971 Epoch 23 Batch 451/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.899 Epoch 23 Batch 452/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.885 Epoch 23 Batch 453/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.879 Epoch 23 Batch 454/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.893 Epoch 23 Batch 455/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.228, Loss: 0.935 Epoch 23 Batch 456/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.844 Epoch 23 Batch 457/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.912 Epoch 23 Batch 458/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.228, Loss: 0.944 Epoch 23 Batch 459/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.888 Epoch 23 Batch 460/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.890 Epoch 23 Batch 461/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.940 Epoch 23 Batch 462/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.919 Epoch 23 Batch 463/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.859 Epoch 23 Batch 464/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.884 Epoch 23 Batch 465/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.897 Epoch 23 Batch 466/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.935 Epoch 23 Batch 467/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.911 Epoch 23 Batch 468/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.886 Epoch 23 Batch 469/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.974 Epoch 23 Batch 470/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.980 Epoch 23 Batch 471/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.846 Epoch 23 Batch 472/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.230, Loss: 0.940 Epoch 23 Batch 473/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.918 Epoch 23 Batch 474/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.944 Epoch 23 Batch 475/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.807 Epoch 23 Batch 476/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.229, Loss: 0.863 Epoch 23 Batch 477/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.229, Loss: 0.939 Epoch 23 Batch 478/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.229, Loss: 0.889 Epoch 23 Batch 479/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.913 Epoch 23 Batch 480/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.963 Epoch 23 Batch 481/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.933 Epoch 23 Batch 482/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.904 Epoch 23 Batch 483/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.940 Epoch 23 Batch 484/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.885 Epoch 23 Batch 485/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.931 Epoch 23 Batch 486/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.229, Loss: 0.963 Epoch 23 Batch 487/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.882 Epoch 23 Batch 488/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.896 Epoch 23 Batch 489/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.925 Epoch 23 Batch 490/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.904 Epoch 23 Batch 491/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.879 Epoch 23 Batch 492/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.954 Epoch 23 Batch 493/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.898 Epoch 23 Batch 494/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.934 Epoch 23 Batch 495/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.920 Epoch 23 Batch 496/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.920 Epoch 23 Batch 497/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.966 Epoch 23 Batch 498/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.903 Epoch 23 Batch 499/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.230, Loss: 0.894 Epoch 23 Batch 500/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.893 Epoch 23 Batch 501/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.903 Epoch 23 Batch 502/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.881 Epoch 23 Batch 503/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.949 Epoch 23 Batch 504/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.972 Epoch 23 Batch 505/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.922 Epoch 23 Batch 506/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.842 Epoch 23 Batch 507/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.923 Epoch 23 Batch 508/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.886 Epoch 23 Batch 509/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.917 Epoch 23 Batch 510/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.920 Epoch 23 Batch 511/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.913 Epoch 23 Batch 512/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.959 Epoch 23 Batch 513/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.969 Epoch 23 Batch 514/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.929 Epoch 23 Batch 515/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.882 Epoch 23 Batch 516/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.922 Epoch 23 Batch 517/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.926 Epoch 23 Batch 518/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.896 Epoch 23 Batch 519/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.961 Epoch 23 Batch 520/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.864 Epoch 23 Batch 521/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.904 Epoch 23 Batch 522/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.900 Epoch 23 Batch 523/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.911 Epoch 23 Batch 524/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.918 Epoch 23 Batch 525/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.930 Epoch 23 Batch 526/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.905 Epoch 23 Batch 527/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.881 Epoch 23 Batch 528/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.902 Epoch 23 Batch 529/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.923 Epoch 23 Batch 530/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.954 Epoch 23 Batch 531/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.938 Epoch 23 Batch 532/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.977 Epoch 23 Batch 533/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.963 Epoch 23 Batch 534/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.928 Epoch 23 Batch 535/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.889 Epoch 23 Batch 536/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.924 Epoch 23 Batch 537/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.880 Epoch 23 Batch 538/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.851 Epoch 23 Batch 539/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.987 Epoch 23 Batch 540/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.898 Epoch 23 Batch 541/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.868 Epoch 23 Batch 542/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.866 Epoch 23 Batch 543/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.844 Epoch 23 Batch 544/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.941 Epoch 23 Batch 545/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.956 Epoch 23 Batch 546/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.908 Epoch 23 Batch 547/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.943 Epoch 23 Batch 548/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.925 Epoch 23 Batch 549/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.954 Epoch 23 Batch 550/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.895 Epoch 23 Batch 551/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.889 Epoch 23 Batch 552/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.960 Epoch 23 Batch 553/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.940 Epoch 23 Batch 554/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.892 Epoch 23 Batch 555/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.959 Epoch 23 Batch 556/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.887 Epoch 23 Batch 557/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.884 Epoch 23 Batch 558/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.905 Epoch 23 Batch 559/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.924 Epoch 23 Batch 560/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.899 Epoch 23 Batch 561/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.861 Epoch 23 Batch 562/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.956 Epoch 23 Batch 563/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.917 Epoch 23 Batch 564/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.228, Loss: 0.929 Epoch 23 Batch 565/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.888 Epoch 23 Batch 566/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.931 Epoch 23 Batch 567/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.882 Epoch 23 Batch 568/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.942 Epoch 23 Batch 569/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.922 Epoch 23 Batch 570/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.931 Epoch 23 Batch 571/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.911 Epoch 23 Batch 572/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.873 Epoch 23 Batch 573/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.940 Epoch 23 Batch 574/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.914 Epoch 23 Batch 575/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.840 Epoch 23 Batch 576/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.937 Epoch 23 Batch 577/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.936 Epoch 23 Batch 578/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.905 Epoch 23 Batch 579/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.881 Epoch 23 Batch 580/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.916 Epoch 23 Batch 581/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.876 Epoch 23 Batch 582/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.890 Epoch 23 Batch 583/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.933 Epoch 23 Batch 584/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.885 Epoch 23 Batch 585/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.925 Epoch 23 Batch 586/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.229, Loss: 0.919 Epoch 23 Batch 587/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.936 Epoch 23 Batch 588/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.955 Epoch 23 Batch 589/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.948 Epoch 23 Batch 590/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.952 Epoch 23 Batch 591/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.229, Loss: 0.906 Epoch 23 Batch 592/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.888 Epoch 23 Batch 593/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.935 Epoch 23 Batch 594/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.916 Epoch 23 Batch 595/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.876 Epoch 23 Batch 596/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.872 Epoch 23 Batch 597/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.229, Loss: 0.948 Epoch 23 Batch 598/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.873 Epoch 23 Batch 599/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.902 Epoch 23 Batch 600/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 0.918 Epoch 23 Batch 601/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.228, Loss: 1.019 Epoch 23 Batch 602/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.903 Epoch 23 Batch 603/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.959 Epoch 23 Batch 604/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 0.951 Epoch 23 Batch 605/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.947 Epoch 23 Batch 606/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.908 Epoch 23 Batch 607/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.228, Loss: 0.935 Epoch 23 Batch 608/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.920 Epoch 23 Batch 609/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.882 Epoch 23 Batch 610/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.894 Epoch 23 Batch 611/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.920 Epoch 23 Batch 612/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.860 Epoch 23 Batch 613/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.902 Epoch 23 Batch 614/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.946 Epoch 23 Batch 615/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.922 Epoch 23 Batch 616/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.920 Epoch 23 Batch 617/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.941 Epoch 23 Batch 618/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.890 Epoch 23 Batch 619/1077 - Train Accuracy: 0.103, Validation Accuracy: 0.229, Loss: 0.921 Epoch 23 Batch 620/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.919 Epoch 23 Batch 621/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.962 Epoch 23 Batch 622/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.924 Epoch 23 Batch 623/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.894 Epoch 23 Batch 624/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.897 Epoch 23 Batch 625/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.888 Epoch 23 Batch 626/1077 - Train Accuracy: 0.222, Validation Accuracy: 0.229, Loss: 0.959 Epoch 23 Batch 627/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.947 Epoch 23 Batch 628/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.908 Epoch 23 Batch 629/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.960 Epoch 23 Batch 630/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.896 Epoch 23 Batch 631/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.902 Epoch 23 Batch 632/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.904 Epoch 23 Batch 633/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.893 Epoch 23 Batch 634/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.837 Epoch 23 Batch 635/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.228, Loss: 0.853 Epoch 23 Batch 636/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.920 Epoch 23 Batch 637/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.941 Epoch 23 Batch 638/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.933 Epoch 23 Batch 639/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.987 Epoch 23 Batch 640/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.926 Epoch 23 Batch 641/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.880 Epoch 23 Batch 642/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.959 Epoch 23 Batch 643/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.846 Epoch 23 Batch 644/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.914 Epoch 23 Batch 645/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.924 Epoch 23 Batch 646/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.228, Loss: 0.903 Epoch 23 Batch 647/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 1.007 Epoch 23 Batch 648/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.949 Epoch 23 Batch 649/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.897 Epoch 23 Batch 650/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.924 Epoch 23 Batch 651/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.823 Epoch 23 Batch 652/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.855 Epoch 23 Batch 653/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.871 Epoch 23 Batch 654/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.954 Epoch 23 Batch 655/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.967 Epoch 23 Batch 656/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.896 Epoch 23 Batch 657/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.928 Epoch 23 Batch 658/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.897 Epoch 23 Batch 659/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.921 Epoch 23 Batch 660/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.891 Epoch 23 Batch 661/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.954 Epoch 23 Batch 662/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.905 Epoch 23 Batch 663/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 0.913 Epoch 23 Batch 664/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.897 Epoch 23 Batch 665/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.880 Epoch 23 Batch 666/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.229, Loss: 0.919 Epoch 23 Batch 667/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 0.912 Epoch 23 Batch 668/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.921 Epoch 23 Batch 669/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.889 Epoch 23 Batch 670/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.229, Loss: 0.921 Epoch 23 Batch 671/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.957 Epoch 23 Batch 672/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.912 Epoch 23 Batch 673/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.932 Epoch 23 Batch 674/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.909 Epoch 23 Batch 675/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.928 Epoch 23 Batch 676/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.942 Epoch 23 Batch 677/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.996 Epoch 23 Batch 678/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.916 Epoch 23 Batch 679/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.900 Epoch 23 Batch 680/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.907 Epoch 23 Batch 681/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.896 Epoch 23 Batch 682/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.229, Loss: 0.903 Epoch 23 Batch 683/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.899 Epoch 23 Batch 684/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.896 Epoch 23 Batch 685/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.919 Epoch 23 Batch 686/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.901 Epoch 23 Batch 687/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.946 Epoch 23 Batch 688/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.910 Epoch 23 Batch 689/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.897 Epoch 23 Batch 690/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.897 Epoch 23 Batch 691/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.954 Epoch 23 Batch 692/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.924 Epoch 23 Batch 693/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.960 Epoch 23 Batch 694/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 0.854 Epoch 23 Batch 695/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.937 Epoch 23 Batch 696/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.897 Epoch 23 Batch 697/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.933 Epoch 23 Batch 698/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.922 Epoch 23 Batch 699/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.228, Loss: 0.865 Epoch 23 Batch 700/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.936 Epoch 23 Batch 701/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.949 Epoch 23 Batch 702/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.954 Epoch 23 Batch 703/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.936 Epoch 23 Batch 704/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.903 Epoch 23 Batch 705/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.228, Loss: 0.901 Epoch 23 Batch 706/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.898 Epoch 23 Batch 707/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.918 Epoch 23 Batch 708/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.904 Epoch 23 Batch 709/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 0.892 Epoch 23 Batch 710/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.898 Epoch 23 Batch 711/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.927 Epoch 23 Batch 712/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.884 Epoch 23 Batch 713/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.228, Loss: 0.856 Epoch 23 Batch 714/1077 - Train Accuracy: 0.181, Validation Accuracy: 0.228, Loss: 0.944 Epoch 23 Batch 715/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.931 Epoch 23 Batch 716/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.991 Epoch 23 Batch 717/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.921 Epoch 23 Batch 718/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.953 Epoch 23 Batch 719/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.865 Epoch 23 Batch 720/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.228, Loss: 0.898 Epoch 23 Batch 721/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.911 Epoch 23 Batch 722/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.969 Epoch 23 Batch 723/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.917 Epoch 23 Batch 724/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.930 Epoch 23 Batch 725/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.943 Epoch 23 Batch 726/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.907 Epoch 23 Batch 727/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.963 Epoch 23 Batch 728/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.937 Epoch 23 Batch 729/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.925 Epoch 23 Batch 730/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.875 Epoch 23 Batch 731/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.919 Epoch 23 Batch 732/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.228, Loss: 0.967 Epoch 23 Batch 733/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.959 Epoch 23 Batch 734/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.899 Epoch 23 Batch 735/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.910 Epoch 23 Batch 736/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.885 Epoch 23 Batch 737/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.916 Epoch 23 Batch 738/1077 - Train Accuracy: 0.286, Validation Accuracy: 0.229, Loss: 0.869 Epoch 23 Batch 739/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.941 Epoch 23 Batch 740/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.899 Epoch 23 Batch 741/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.901 Epoch 23 Batch 742/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.889 Epoch 23 Batch 743/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.897 Epoch 23 Batch 744/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 0.950 Epoch 23 Batch 745/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.929 Epoch 23 Batch 746/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.862 Epoch 23 Batch 747/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.926 Epoch 23 Batch 748/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.886 Epoch 23 Batch 749/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.887 Epoch 23 Batch 750/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.870 Epoch 23 Batch 751/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.936 Epoch 23 Batch 752/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.908 Epoch 23 Batch 753/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.945 Epoch 23 Batch 754/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.893 Epoch 23 Batch 755/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.947 Epoch 23 Batch 756/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.941 Epoch 23 Batch 757/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.228, Loss: 0.841 Epoch 23 Batch 758/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.923 Epoch 23 Batch 759/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.916 Epoch 23 Batch 760/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.951 Epoch 23 Batch 761/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.927 Epoch 23 Batch 762/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.955 Epoch 23 Batch 763/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.944 Epoch 23 Batch 764/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.908 Epoch 23 Batch 765/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.934 Epoch 23 Batch 766/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.909 Epoch 23 Batch 767/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.878 Epoch 23 Batch 768/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.909 Epoch 23 Batch 769/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.849 Epoch 23 Batch 770/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.867 Epoch 23 Batch 771/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.956 Epoch 23 Batch 772/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.878 Epoch 23 Batch 773/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.924 Epoch 23 Batch 774/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.946 Epoch 23 Batch 775/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.870 Epoch 23 Batch 776/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.924 Epoch 23 Batch 777/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.948 Epoch 23 Batch 778/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.931 Epoch 23 Batch 779/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.948 Epoch 23 Batch 780/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.899 Epoch 23 Batch 781/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.872 Epoch 23 Batch 782/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.971 Epoch 23 Batch 783/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.913 Epoch 23 Batch 784/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.899 Epoch 23 Batch 785/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.951 Epoch 23 Batch 786/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.934 Epoch 23 Batch 787/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.914 Epoch 23 Batch 788/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.903 Epoch 23 Batch 789/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.949 Epoch 23 Batch 790/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.854 Epoch 23 Batch 791/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.912 Epoch 23 Batch 792/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.886 Epoch 23 Batch 793/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.960 Epoch 23 Batch 794/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.228, Loss: 0.936 Epoch 23 Batch 795/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.866 Epoch 23 Batch 796/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.977 Epoch 23 Batch 797/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.884 Epoch 23 Batch 798/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.891 Epoch 23 Batch 799/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.229, Loss: 0.955 Epoch 23 Batch 800/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.918 Epoch 23 Batch 801/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.964 Epoch 23 Batch 802/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 0.941 Epoch 23 Batch 803/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 0.963 Epoch 23 Batch 804/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.914 Epoch 23 Batch 805/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.944 Epoch 23 Batch 806/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 0.834 Epoch 23 Batch 807/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.943 Epoch 23 Batch 808/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.972 Epoch 23 Batch 809/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.972 Epoch 23 Batch 810/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.902 Epoch 23 Batch 811/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.940 Epoch 23 Batch 812/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.891 Epoch 23 Batch 813/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.930 Epoch 23 Batch 814/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.880 Epoch 23 Batch 815/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.889 Epoch 23 Batch 816/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.927 Epoch 23 Batch 817/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.859 Epoch 23 Batch 818/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.891 Epoch 23 Batch 819/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.956 Epoch 23 Batch 820/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.848 Epoch 23 Batch 821/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.863 Epoch 23 Batch 822/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 0.962 Epoch 23 Batch 823/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.949 Epoch 23 Batch 824/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.968 Epoch 23 Batch 825/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.873 Epoch 23 Batch 826/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.905 Epoch 23 Batch 827/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.937 Epoch 23 Batch 828/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.861 Epoch 23 Batch 829/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.913 Epoch 23 Batch 830/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.956 Epoch 23 Batch 831/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.229, Loss: 0.906 Epoch 23 Batch 832/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.909 Epoch 23 Batch 833/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.964 Epoch 23 Batch 834/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.229, Loss: 0.949 Epoch 23 Batch 835/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.814 Epoch 23 Batch 836/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.921 Epoch 23 Batch 837/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.976 Epoch 23 Batch 838/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.878 Epoch 23 Batch 839/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.840 Epoch 23 Batch 840/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.949 Epoch 23 Batch 841/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.891 Epoch 23 Batch 842/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.921 Epoch 23 Batch 843/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.872 Epoch 23 Batch 844/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.897 Epoch 23 Batch 845/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.974 Epoch 23 Batch 846/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.229, Loss: 0.941 Epoch 23 Batch 847/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.882 Epoch 23 Batch 848/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.931 Epoch 23 Batch 849/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.892 Epoch 23 Batch 850/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.909 Epoch 23 Batch 851/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.934 Epoch 23 Batch 852/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.880 Epoch 23 Batch 853/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.912 Epoch 23 Batch 854/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.945 Epoch 23 Batch 855/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.921 Epoch 23 Batch 856/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.937 Epoch 23 Batch 857/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.877 Epoch 23 Batch 858/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.908 Epoch 23 Batch 859/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.930 Epoch 23 Batch 860/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.900 Epoch 23 Batch 861/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.854 Epoch 23 Batch 862/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.849 Epoch 23 Batch 863/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.872 Epoch 23 Batch 864/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.919 Epoch 23 Batch 865/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.229, Loss: 0.889 Epoch 23 Batch 866/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.957 Epoch 23 Batch 867/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.861 Epoch 23 Batch 868/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.975 Epoch 23 Batch 869/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.876 Epoch 23 Batch 870/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.229, Loss: 0.909 Epoch 23 Batch 871/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.937 Epoch 23 Batch 872/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.875 Epoch 23 Batch 873/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.876 Epoch 23 Batch 874/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.890 Epoch 23 Batch 875/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.949 Epoch 23 Batch 876/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.875 Epoch 23 Batch 877/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.902 Epoch 23 Batch 878/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.946 Epoch 23 Batch 879/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.921 Epoch 23 Batch 880/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.939 Epoch 23 Batch 881/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.973 Epoch 23 Batch 882/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.895 Epoch 23 Batch 883/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.923 Epoch 23 Batch 884/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.959 Epoch 23 Batch 885/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.228, Loss: 0.929 Epoch 23 Batch 886/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.868 Epoch 23 Batch 887/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.875 Epoch 23 Batch 888/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.899 Epoch 23 Batch 889/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.950 Epoch 23 Batch 890/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.229, Loss: 0.905 Epoch 23 Batch 891/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.979 Epoch 23 Batch 892/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.869 Epoch 23 Batch 893/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.928 Epoch 23 Batch 894/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.868 Epoch 23 Batch 895/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.902 Epoch 23 Batch 896/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.230, Loss: 0.981 Epoch 23 Batch 897/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.914 Epoch 23 Batch 898/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.229, Loss: 0.933 Epoch 23 Batch 899/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.912 Epoch 23 Batch 900/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.889 Epoch 23 Batch 901/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.902 Epoch 23 Batch 902/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.997 Epoch 23 Batch 903/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.991 Epoch 23 Batch 904/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.921 Epoch 23 Batch 905/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.908 Epoch 23 Batch 906/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.890 Epoch 23 Batch 907/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.891 Epoch 23 Batch 908/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.936 Epoch 23 Batch 909/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.959 Epoch 23 Batch 910/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.938 Epoch 23 Batch 911/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.229, Loss: 0.934 Epoch 23 Batch 912/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.921 Epoch 23 Batch 913/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.937 Epoch 23 Batch 914/1077 - Train Accuracy: 0.299, Validation Accuracy: 0.230, Loss: 0.942 Epoch 23 Batch 915/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.856 Epoch 23 Batch 916/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.918 Epoch 23 Batch 917/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.905 Epoch 23 Batch 918/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.930 Epoch 23 Batch 919/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.229, Loss: 0.901 Epoch 23 Batch 920/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.906 Epoch 23 Batch 921/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.865 Epoch 23 Batch 922/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.853 Epoch 23 Batch 923/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.229, Loss: 0.901 Epoch 23 Batch 924/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.228, Loss: 0.945 Epoch 23 Batch 925/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.930 Epoch 23 Batch 926/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.861 Epoch 23 Batch 927/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.913 Epoch 23 Batch 928/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.892 Epoch 23 Batch 929/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.931 Epoch 23 Batch 930/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.903 Epoch 23 Batch 931/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.930 Epoch 23 Batch 932/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.974 Epoch 23 Batch 933/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.932 Epoch 23 Batch 934/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.904 Epoch 23 Batch 935/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.897 Epoch 23 Batch 936/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.908 Epoch 23 Batch 937/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.229, Loss: 0.920 Epoch 23 Batch 938/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.835 Epoch 23 Batch 939/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.937 Epoch 23 Batch 940/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.927 Epoch 23 Batch 941/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.888 Epoch 23 Batch 942/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.821 Epoch 23 Batch 943/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.871 Epoch 23 Batch 944/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.875 Epoch 23 Batch 945/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.813 Epoch 23 Batch 946/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.838 Epoch 23 Batch 947/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.931 Epoch 23 Batch 948/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.862 Epoch 23 Batch 949/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.901 Epoch 23 Batch 950/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.906 Epoch 23 Batch 951/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.902 Epoch 23 Batch 952/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.914 Epoch 23 Batch 953/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.957 Epoch 23 Batch 954/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.918 Epoch 23 Batch 955/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.865 Epoch 23 Batch 956/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.912 Epoch 23 Batch 957/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.839 Epoch 23 Batch 958/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.855 Epoch 23 Batch 959/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.909 Epoch 23 Batch 960/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.896 Epoch 23 Batch 961/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.926 Epoch 23 Batch 962/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.899 Epoch 23 Batch 963/1077 - Train Accuracy: 0.067, Validation Accuracy: 0.229, Loss: 0.906 Epoch 23 Batch 964/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.919 Epoch 23 Batch 965/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.229, Loss: 0.988 Epoch 23 Batch 966/1077 - Train Accuracy: 0.257, Validation Accuracy: 0.229, Loss: 0.892 Epoch 23 Batch 967/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.841 Epoch 23 Batch 968/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.877 Epoch 23 Batch 969/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.905 Epoch 23 Batch 970/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.873 Epoch 23 Batch 971/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.951 Epoch 23 Batch 972/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.921 Epoch 23 Batch 973/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.831 Epoch 23 Batch 974/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.924 Epoch 23 Batch 975/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.229, Loss: 0.884 Epoch 23 Batch 976/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.911 Epoch 23 Batch 977/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 0.907 Epoch 23 Batch 978/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.941 Epoch 23 Batch 979/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.228, Loss: 0.912 Epoch 23 Batch 980/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.923 Epoch 23 Batch 981/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.876 Epoch 23 Batch 982/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.892 Epoch 23 Batch 983/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.228, Loss: 0.906 Epoch 23 Batch 984/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.911 Epoch 23 Batch 985/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.891 Epoch 23 Batch 986/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.910 Epoch 23 Batch 987/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.863 Epoch 23 Batch 988/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.228, Loss: 0.930 Epoch 23 Batch 989/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.929 Epoch 23 Batch 990/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.228, Loss: 0.928 Epoch 23 Batch 991/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.228, Loss: 0.900 Epoch 23 Batch 992/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.916 Epoch 23 Batch 993/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.912 Epoch 23 Batch 994/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.894 Epoch 23 Batch 995/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.890 Epoch 23 Batch 996/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.942 Epoch 23 Batch 997/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.917 Epoch 23 Batch 998/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.911 Epoch 23 Batch 999/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.863 Epoch 23 Batch 1000/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.845 Epoch 23 Batch 1001/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.228, Loss: 0.952 Epoch 23 Batch 1002/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.228, Loss: 0.884 Epoch 23 Batch 1003/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.851 Epoch 23 Batch 1004/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.864 Epoch 23 Batch 1005/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.958 Epoch 23 Batch 1006/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.934 Epoch 23 Batch 1007/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.878 Epoch 23 Batch 1008/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.936 Epoch 23 Batch 1009/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.881 Epoch 23 Batch 1010/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.860 Epoch 23 Batch 1011/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.909 Epoch 23 Batch 1012/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.228, Loss: 0.894 Epoch 23 Batch 1013/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.870 Epoch 23 Batch 1014/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.887 Epoch 23 Batch 1015/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.916 Epoch 23 Batch 1016/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.915 Epoch 23 Batch 1017/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.228, Loss: 0.901 Epoch 23 Batch 1018/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.982 Epoch 23 Batch 1019/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.929 Epoch 23 Batch 1020/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.887 Epoch 23 Batch 1021/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.904 Epoch 23 Batch 1022/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.906 Epoch 23 Batch 1023/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.229, Loss: 0.841 Epoch 23 Batch 1024/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.953 Epoch 23 Batch 1025/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.897 Epoch 23 Batch 1026/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.943 Epoch 23 Batch 1027/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.870 Epoch 23 Batch 1028/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.229, Loss: 0.920 Epoch 23 Batch 1029/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.891 Epoch 23 Batch 1030/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.894 Epoch 23 Batch 1031/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.884 Epoch 23 Batch 1032/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.937 Epoch 23 Batch 1033/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.927 Epoch 23 Batch 1034/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.945 Epoch 23 Batch 1035/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.922 Epoch 23 Batch 1036/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.930 Epoch 23 Batch 1037/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.229, Loss: 0.984 Epoch 23 Batch 1038/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.973 Epoch 23 Batch 1039/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.946 Epoch 23 Batch 1040/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.871 Epoch 23 Batch 1041/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.946 Epoch 23 Batch 1042/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.850 Epoch 23 Batch 1043/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.228, Loss: 0.866 Epoch 23 Batch 1044/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.952 Epoch 23 Batch 1045/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.920 Epoch 23 Batch 1046/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.906 Epoch 23 Batch 1047/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.931 Epoch 23 Batch 1048/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.890 Epoch 23 Batch 1049/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.873 Epoch 23 Batch 1050/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.905 Epoch 23 Batch 1051/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.894 Epoch 23 Batch 1052/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 0.929 Epoch 23 Batch 1053/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 0.912 Epoch 23 Batch 1054/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.911 Epoch 23 Batch 1055/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.935 Epoch 23 Batch 1056/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.928 Epoch 23 Batch 1057/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.877 Epoch 23 Batch 1058/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.960 Epoch 23 Batch 1059/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.925 Epoch 23 Batch 1060/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.825 Epoch 23 Batch 1061/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.869 Epoch 23 Batch 1062/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.953 Epoch 23 Batch 1063/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.908 Epoch 23 Batch 1064/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.852 Epoch 23 Batch 1065/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.928 Epoch 23 Batch 1066/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.970 Epoch 23 Batch 1067/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.941 Epoch 23 Batch 1068/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.911 Epoch 23 Batch 1069/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.946 Epoch 23 Batch 1070/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.982 Epoch 23 Batch 1071/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.895 Epoch 23 Batch 1072/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.928 Epoch 23 Batch 1073/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.907 Epoch 23 Batch 1074/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.977 Epoch 23 Batch 1075/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.914 Epoch 24 Batch 0/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.928 Epoch 24 Batch 1/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.905 Epoch 24 Batch 2/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.926 Epoch 24 Batch 3/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.884 Epoch 24 Batch 4/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.881 Epoch 24 Batch 5/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.938 Epoch 24 Batch 6/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.892 Epoch 24 Batch 7/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.229, Loss: 0.866 Epoch 24 Batch 8/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.887 Epoch 24 Batch 9/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.884 Epoch 24 Batch 10/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.228, Loss: 0.934 Epoch 24 Batch 11/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.922 Epoch 24 Batch 12/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.880 Epoch 24 Batch 13/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 0.950 Epoch 24 Batch 14/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.888 Epoch 24 Batch 15/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.912 Epoch 24 Batch 16/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.936 Epoch 24 Batch 17/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.931 Epoch 24 Batch 18/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.943 Epoch 24 Batch 19/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.905 Epoch 24 Batch 20/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.892 Epoch 24 Batch 21/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.919 Epoch 24 Batch 22/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.949 Epoch 24 Batch 23/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.939 Epoch 24 Batch 24/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.932 Epoch 24 Batch 25/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.935 Epoch 24 Batch 26/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.910 Epoch 24 Batch 27/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.899 Epoch 24 Batch 28/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.872 Epoch 24 Batch 29/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.926 Epoch 24 Batch 30/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.869 Epoch 24 Batch 31/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.878 Epoch 24 Batch 32/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.935 Epoch 24 Batch 33/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.864 Epoch 24 Batch 34/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.871 Epoch 24 Batch 35/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.909 Epoch 24 Batch 36/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.880 Epoch 24 Batch 37/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.940 Epoch 24 Batch 38/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.966 Epoch 24 Batch 39/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.959 Epoch 24 Batch 40/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.920 Epoch 24 Batch 41/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.933 Epoch 24 Batch 42/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.855 Epoch 24 Batch 43/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.228, Loss: 0.812 Epoch 24 Batch 44/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.830 Epoch 24 Batch 45/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.928 Epoch 24 Batch 46/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.228, Loss: 0.866 Epoch 24 Batch 47/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.940 Epoch 24 Batch 48/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.936 Epoch 24 Batch 49/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.229, Loss: 0.859 Epoch 24 Batch 50/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.934 Epoch 24 Batch 51/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.854 Epoch 24 Batch 52/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.861 Epoch 24 Batch 53/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.229, Loss: 0.895 Epoch 24 Batch 54/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.922 Epoch 24 Batch 55/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.912 Epoch 24 Batch 56/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.228, Loss: 0.950 Epoch 24 Batch 57/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.229, Loss: 0.993 Epoch 24 Batch 58/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.954 Epoch 24 Batch 59/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.897 Epoch 24 Batch 60/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.922 Epoch 24 Batch 61/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.899 Epoch 24 Batch 62/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.964 Epoch 24 Batch 63/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.975 Epoch 24 Batch 64/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.862 Epoch 24 Batch 65/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.883 Epoch 24 Batch 66/1077 - Train Accuracy: 0.181, Validation Accuracy: 0.229, Loss: 0.875 Epoch 24 Batch 67/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.876 Epoch 24 Batch 68/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.938 Epoch 24 Batch 69/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.860 Epoch 24 Batch 70/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.903 Epoch 24 Batch 71/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.879 Epoch 24 Batch 72/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.899 Epoch 24 Batch 73/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.912 Epoch 24 Batch 74/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.842 Epoch 24 Batch 75/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.922 Epoch 24 Batch 76/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.902 Epoch 24 Batch 77/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.867 Epoch 24 Batch 78/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.229, Loss: 0.851 Epoch 24 Batch 79/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.928 Epoch 24 Batch 80/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.876 Epoch 24 Batch 81/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.229, Loss: 0.931 Epoch 24 Batch 82/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.230, Loss: 0.864 Epoch 24 Batch 83/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.876 Epoch 24 Batch 84/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.936 Epoch 24 Batch 85/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.968 Epoch 24 Batch 86/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.969 Epoch 24 Batch 87/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.951 Epoch 24 Batch 88/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.952 Epoch 24 Batch 89/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.900 Epoch 24 Batch 90/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.943 Epoch 24 Batch 91/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.902 Epoch 24 Batch 92/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.962 Epoch 24 Batch 93/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.908 Epoch 24 Batch 94/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.969 Epoch 24 Batch 95/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.912 Epoch 24 Batch 96/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.945 Epoch 24 Batch 97/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.934 Epoch 24 Batch 98/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.914 Epoch 24 Batch 99/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.902 Epoch 24 Batch 100/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.864 Epoch 24 Batch 101/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.897 Epoch 24 Batch 102/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.929 Epoch 24 Batch 103/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.859 Epoch 24 Batch 104/1077 - Train Accuracy: 0.100, Validation Accuracy: 0.229, Loss: 0.935 Epoch 24 Batch 105/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.920 Epoch 24 Batch 106/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.229, Loss: 0.980 Epoch 24 Batch 107/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.927 Epoch 24 Batch 108/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.229, Loss: 0.933 Epoch 24 Batch 109/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.941 Epoch 24 Batch 110/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.229, Loss: 0.945 Epoch 24 Batch 111/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.911 Epoch 24 Batch 112/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.861 Epoch 24 Batch 113/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.835 Epoch 24 Batch 114/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.890 Epoch 24 Batch 115/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.929 Epoch 24 Batch 116/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.967 Epoch 24 Batch 117/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 1.010 Epoch 24 Batch 118/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.883 Epoch 24 Batch 119/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.902 Epoch 24 Batch 120/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.919 Epoch 24 Batch 121/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.899 Epoch 24 Batch 122/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.842 Epoch 24 Batch 123/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.911 Epoch 24 Batch 124/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.947 Epoch 24 Batch 125/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.951 Epoch 24 Batch 126/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.837 Epoch 24 Batch 127/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.860 Epoch 24 Batch 128/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.896 Epoch 24 Batch 129/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.925 Epoch 24 Batch 130/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.883 Epoch 24 Batch 131/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.914 Epoch 24 Batch 132/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.915 Epoch 24 Batch 133/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.884 Epoch 24 Batch 134/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.861 Epoch 24 Batch 135/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 0.925 Epoch 24 Batch 136/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.932 Epoch 24 Batch 137/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.884 Epoch 24 Batch 138/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.886 Epoch 24 Batch 139/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.901 Epoch 24 Batch 140/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.229, Loss: 0.937 Epoch 24 Batch 141/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.999 Epoch 24 Batch 142/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.920 Epoch 24 Batch 143/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.896 Epoch 24 Batch 144/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.904 Epoch 24 Batch 145/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.936 Epoch 24 Batch 146/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.980 Epoch 24 Batch 147/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.915 Epoch 24 Batch 148/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.892 Epoch 24 Batch 149/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.869 Epoch 24 Batch 150/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.935 Epoch 24 Batch 151/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.907 Epoch 24 Batch 152/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.908 Epoch 24 Batch 153/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.893 Epoch 24 Batch 154/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.950 Epoch 24 Batch 155/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.935 Epoch 24 Batch 156/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.930 Epoch 24 Batch 157/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.915 Epoch 24 Batch 158/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.909 Epoch 24 Batch 159/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.844 Epoch 24 Batch 160/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.914 Epoch 24 Batch 161/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.909 Epoch 24 Batch 162/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.906 Epoch 24 Batch 163/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.964 Epoch 24 Batch 164/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.973 Epoch 24 Batch 165/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.888 Epoch 24 Batch 166/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.925 Epoch 24 Batch 167/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.909 Epoch 24 Batch 168/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.925 Epoch 24 Batch 169/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.873 Epoch 24 Batch 170/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.884 Epoch 24 Batch 171/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.229, Loss: 0.966 Epoch 24 Batch 172/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.955 Epoch 24 Batch 173/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.921 Epoch 24 Batch 174/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.923 Epoch 24 Batch 175/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.913 Epoch 24 Batch 176/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.865 Epoch 24 Batch 177/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.925 Epoch 24 Batch 178/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.879 Epoch 24 Batch 179/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.996 Epoch 24 Batch 180/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.870 Epoch 24 Batch 181/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.939 Epoch 24 Batch 182/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.914 Epoch 24 Batch 183/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.931 Epoch 24 Batch 184/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.856 Epoch 24 Batch 185/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.952 Epoch 24 Batch 186/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.229, Loss: 0.917 Epoch 24 Batch 187/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.844 Epoch 24 Batch 188/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.928 Epoch 24 Batch 189/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.821 Epoch 24 Batch 190/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.911 Epoch 24 Batch 191/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.230, Loss: 0.986 Epoch 24 Batch 192/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.917 Epoch 24 Batch 193/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.870 Epoch 24 Batch 194/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.946 Epoch 24 Batch 195/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.924 Epoch 24 Batch 196/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.893 Epoch 24 Batch 197/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.935 Epoch 24 Batch 198/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.915 Epoch 24 Batch 199/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.873 Epoch 24 Batch 200/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.897 Epoch 24 Batch 201/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.878 Epoch 24 Batch 202/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.927 Epoch 24 Batch 203/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.981 Epoch 24 Batch 204/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 1.011 Epoch 24 Batch 205/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.940 Epoch 24 Batch 206/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.883 Epoch 24 Batch 207/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.959 Epoch 24 Batch 208/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.925 Epoch 24 Batch 209/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.914 Epoch 24 Batch 210/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.886 Epoch 24 Batch 211/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.990 Epoch 24 Batch 212/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.879 Epoch 24 Batch 213/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.890 Epoch 24 Batch 214/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.963 Epoch 24 Batch 215/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.944 Epoch 24 Batch 216/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.928 Epoch 24 Batch 217/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.923 Epoch 24 Batch 218/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.229, Loss: 0.851 Epoch 24 Batch 219/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.229, Loss: 0.926 Epoch 24 Batch 220/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.912 Epoch 24 Batch 221/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.929 Epoch 24 Batch 222/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.818 Epoch 24 Batch 223/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.881 Epoch 24 Batch 224/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.869 Epoch 24 Batch 225/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.877 Epoch 24 Batch 226/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.872 Epoch 24 Batch 227/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.901 Epoch 24 Batch 228/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.900 Epoch 24 Batch 229/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.902 Epoch 24 Batch 230/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.991 Epoch 24 Batch 231/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.981 Epoch 24 Batch 232/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.849 Epoch 24 Batch 233/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.925 Epoch 24 Batch 234/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.878 Epoch 24 Batch 235/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.910 Epoch 24 Batch 236/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.927 Epoch 24 Batch 237/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.913 Epoch 24 Batch 238/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.946 Epoch 24 Batch 239/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.911 Epoch 24 Batch 240/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.971 Epoch 24 Batch 241/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.868 Epoch 24 Batch 242/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.945 Epoch 24 Batch 243/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.927 Epoch 24 Batch 244/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.229, Loss: 0.948 Epoch 24 Batch 245/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.865 Epoch 24 Batch 246/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.886 Epoch 24 Batch 247/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.949 Epoch 24 Batch 248/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.947 Epoch 24 Batch 249/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.846 Epoch 24 Batch 250/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.229, Loss: 0.937 Epoch 24 Batch 251/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.900 Epoch 24 Batch 252/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.874 Epoch 24 Batch 253/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.229, Loss: 0.931 Epoch 24 Batch 254/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.943 Epoch 24 Batch 255/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.899 Epoch 24 Batch 256/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.984 Epoch 24 Batch 257/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.942 Epoch 24 Batch 258/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.937 Epoch 24 Batch 259/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.852 Epoch 24 Batch 260/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 0.866 Epoch 24 Batch 261/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.228, Loss: 0.897 Epoch 24 Batch 262/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.873 Epoch 24 Batch 263/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.228, Loss: 0.900 Epoch 24 Batch 264/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.937 Epoch 24 Batch 265/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.933 Epoch 24 Batch 266/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.947 Epoch 24 Batch 267/1077 - Train Accuracy: 0.219, Validation Accuracy: 0.229, Loss: 0.889 Epoch 24 Batch 268/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.912 Epoch 24 Batch 269/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.229, Loss: 0.928 Epoch 24 Batch 270/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.949 Epoch 24 Batch 271/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.870 Epoch 24 Batch 272/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.925 Epoch 24 Batch 273/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.904 Epoch 24 Batch 274/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.881 Epoch 24 Batch 275/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.922 Epoch 24 Batch 276/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.947 Epoch 24 Batch 277/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.849 Epoch 24 Batch 278/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.921 Epoch 24 Batch 279/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.946 Epoch 24 Batch 280/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.899 Epoch 24 Batch 281/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.899 Epoch 24 Batch 282/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.848 Epoch 24 Batch 283/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.916 Epoch 24 Batch 284/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.894 Epoch 24 Batch 285/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.908 Epoch 24 Batch 286/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.877 Epoch 24 Batch 287/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.937 Epoch 24 Batch 288/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.905 Epoch 24 Batch 289/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.877 Epoch 24 Batch 290/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.999 Epoch 24 Batch 291/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.907 Epoch 24 Batch 292/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.876 Epoch 24 Batch 293/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.878 Epoch 24 Batch 294/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.229, Loss: 0.867 Epoch 24 Batch 295/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.966 Epoch 24 Batch 296/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.937 Epoch 24 Batch 297/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.856 Epoch 24 Batch 298/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.834 Epoch 24 Batch 299/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.916 Epoch 24 Batch 300/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.926 Epoch 24 Batch 301/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.858 Epoch 24 Batch 302/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.924 Epoch 24 Batch 303/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.229, Loss: 0.938 Epoch 24 Batch 304/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.907 Epoch 24 Batch 305/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.964 Epoch 24 Batch 306/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.942 Epoch 24 Batch 307/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.959 Epoch 24 Batch 308/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.933 Epoch 24 Batch 309/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.941 Epoch 24 Batch 310/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.881 Epoch 24 Batch 311/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.229, Loss: 0.916 Epoch 24 Batch 312/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.917 Epoch 24 Batch 313/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.904 Epoch 24 Batch 314/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.921 Epoch 24 Batch 315/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.882 Epoch 24 Batch 316/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.938 Epoch 24 Batch 317/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.228, Loss: 0.950 Epoch 24 Batch 318/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.967 Epoch 24 Batch 319/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.943 Epoch 24 Batch 320/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.929 Epoch 24 Batch 321/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.896 Epoch 24 Batch 322/1077 - Train Accuracy: 0.180, Validation Accuracy: 0.228, Loss: 0.922 Epoch 24 Batch 323/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.916 Epoch 24 Batch 324/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.850 Epoch 24 Batch 325/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.892 Epoch 24 Batch 326/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.962 Epoch 24 Batch 327/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.861 Epoch 24 Batch 328/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.933 Epoch 24 Batch 329/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.949 Epoch 24 Batch 330/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.858 Epoch 24 Batch 331/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 0.904 Epoch 24 Batch 332/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.862 Epoch 24 Batch 333/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.864 Epoch 24 Batch 334/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.935 Epoch 24 Batch 335/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.976 Epoch 24 Batch 336/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.918 Epoch 24 Batch 337/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.904 Epoch 24 Batch 338/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.939 Epoch 24 Batch 339/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.944 Epoch 24 Batch 340/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.916 Epoch 24 Batch 341/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.918 Epoch 24 Batch 342/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.913 Epoch 24 Batch 343/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.987 Epoch 24 Batch 344/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.932 Epoch 24 Batch 345/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.927 Epoch 24 Batch 346/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.927 Epoch 24 Batch 347/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.893 Epoch 24 Batch 348/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.229, Loss: 0.920 Epoch 24 Batch 349/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.899 Epoch 24 Batch 350/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.920 Epoch 24 Batch 351/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.228, Loss: 0.928 Epoch 24 Batch 352/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.882 Epoch 24 Batch 353/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.896 Epoch 24 Batch 354/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.885 Epoch 24 Batch 355/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.905 Epoch 24 Batch 356/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.890 Epoch 24 Batch 357/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 0.877 Epoch 24 Batch 358/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.964 Epoch 24 Batch 359/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.912 Epoch 24 Batch 360/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.898 Epoch 24 Batch 361/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.911 Epoch 24 Batch 362/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.883 Epoch 24 Batch 363/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.937 Epoch 24 Batch 364/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.912 Epoch 24 Batch 365/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.876 Epoch 24 Batch 366/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.871 Epoch 24 Batch 367/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.873 Epoch 24 Batch 368/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.953 Epoch 24 Batch 369/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.936 Epoch 24 Batch 370/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.905 Epoch 24 Batch 371/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.980 Epoch 24 Batch 372/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.896 Epoch 24 Batch 373/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.228, Loss: 0.944 Epoch 24 Batch 374/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.229, Loss: 0.919 Epoch 24 Batch 375/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.229, Loss: 0.904 Epoch 24 Batch 376/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.229, Loss: 0.939 Epoch 24 Batch 377/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.905 Epoch 24 Batch 378/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.898 Epoch 24 Batch 379/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.887 Epoch 24 Batch 380/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.957 Epoch 24 Batch 381/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.899 Epoch 24 Batch 382/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.911 Epoch 24 Batch 383/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.228, Loss: 0.839 Epoch 24 Batch 384/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.922 Epoch 24 Batch 385/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.926 Epoch 24 Batch 386/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.874 Epoch 24 Batch 387/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.886 Epoch 24 Batch 388/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.955 Epoch 24 Batch 389/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.916 Epoch 24 Batch 390/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.865 Epoch 24 Batch 391/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.229, Loss: 0.895 Epoch 24 Batch 392/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.894 Epoch 24 Batch 393/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.887 Epoch 24 Batch 394/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.872 Epoch 24 Batch 395/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.949 Epoch 24 Batch 396/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.960 Epoch 24 Batch 397/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 0.932 Epoch 24 Batch 398/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.958 Epoch 24 Batch 399/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.228, Loss: 0.865 Epoch 24 Batch 400/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.933 Epoch 24 Batch 401/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.906 Epoch 24 Batch 402/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.977 Epoch 24 Batch 403/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.937 Epoch 24 Batch 404/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.868 Epoch 24 Batch 405/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.872 Epoch 24 Batch 406/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.228, Loss: 0.959 Epoch 24 Batch 407/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.916 Epoch 24 Batch 408/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.954 Epoch 24 Batch 409/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.946 Epoch 24 Batch 410/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.229, Loss: 0.979 Epoch 24 Batch 411/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.228, Loss: 0.972 Epoch 24 Batch 412/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.913 Epoch 24 Batch 413/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.837 Epoch 24 Batch 414/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.888 Epoch 24 Batch 415/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.907 Epoch 24 Batch 416/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.904 Epoch 24 Batch 417/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.904 Epoch 24 Batch 418/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.877 Epoch 24 Batch 419/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.974 Epoch 24 Batch 420/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.863 Epoch 24 Batch 421/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.889 Epoch 24 Batch 422/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.940 Epoch 24 Batch 423/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.899 Epoch 24 Batch 424/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.898 Epoch 24 Batch 425/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.892 Epoch 24 Batch 426/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.900 Epoch 24 Batch 427/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.230, Loss: 0.875 Epoch 24 Batch 428/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.229, Loss: 0.943 Epoch 24 Batch 429/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.892 Epoch 24 Batch 430/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.884 Epoch 24 Batch 431/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.895 Epoch 24 Batch 432/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.933 Epoch 24 Batch 433/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.881 Epoch 24 Batch 434/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.867 Epoch 24 Batch 435/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.934 Epoch 24 Batch 436/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.947 Epoch 24 Batch 437/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.941 Epoch 24 Batch 438/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.864 Epoch 24 Batch 439/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.952 Epoch 24 Batch 440/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.933 Epoch 24 Batch 441/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.903 Epoch 24 Batch 442/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.897 Epoch 24 Batch 443/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.954 Epoch 24 Batch 444/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.908 Epoch 24 Batch 445/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.896 Epoch 24 Batch 446/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.924 Epoch 24 Batch 447/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.861 Epoch 24 Batch 448/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.973 Epoch 24 Batch 449/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.958 Epoch 24 Batch 450/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.865 Epoch 24 Batch 451/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.920 Epoch 24 Batch 452/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.944 Epoch 24 Batch 453/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.854 Epoch 24 Batch 454/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.981 Epoch 24 Batch 455/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.229, Loss: 0.928 Epoch 24 Batch 456/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.891 Epoch 24 Batch 457/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.876 Epoch 24 Batch 458/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.229, Loss: 0.916 Epoch 24 Batch 459/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.925 Epoch 24 Batch 460/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.848 Epoch 24 Batch 461/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.884 Epoch 24 Batch 462/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.863 Epoch 24 Batch 463/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.918 Epoch 24 Batch 464/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.904 Epoch 24 Batch 465/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.937 Epoch 24 Batch 466/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.891 Epoch 24 Batch 467/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.902 Epoch 24 Batch 468/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.913 Epoch 24 Batch 469/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.896 Epoch 24 Batch 470/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.910 Epoch 24 Batch 471/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.849 Epoch 24 Batch 472/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.979 Epoch 24 Batch 473/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.868 Epoch 24 Batch 474/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.891 Epoch 24 Batch 475/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.872 Epoch 24 Batch 476/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.946 Epoch 24 Batch 477/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.230, Loss: 0.875 Epoch 24 Batch 478/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.910 Epoch 24 Batch 479/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.865 Epoch 24 Batch 480/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.915 Epoch 24 Batch 481/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.884 Epoch 24 Batch 482/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.888 Epoch 24 Batch 483/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.937 Epoch 24 Batch 484/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.861 Epoch 24 Batch 485/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.939 Epoch 24 Batch 486/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.230, Loss: 0.900 Epoch 24 Batch 487/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.920 Epoch 24 Batch 488/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.893 Epoch 24 Batch 489/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.901 Epoch 24 Batch 490/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.862 Epoch 24 Batch 491/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.943 Epoch 24 Batch 492/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.883 Epoch 24 Batch 493/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.886 Epoch 24 Batch 494/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.921 Epoch 24 Batch 495/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.929 Epoch 24 Batch 496/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.896 Epoch 24 Batch 497/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.927 Epoch 24 Batch 498/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.958 Epoch 24 Batch 499/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.229, Loss: 0.909 Epoch 24 Batch 500/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.889 Epoch 24 Batch 501/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.943 Epoch 24 Batch 502/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.920 Epoch 24 Batch 503/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.928 Epoch 24 Batch 504/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.959 Epoch 24 Batch 505/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.896 Epoch 24 Batch 506/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.974 Epoch 24 Batch 507/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.847 Epoch 24 Batch 508/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.889 Epoch 24 Batch 509/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.911 Epoch 24 Batch 510/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.889 Epoch 24 Batch 511/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.901 Epoch 24 Batch 512/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.934 Epoch 24 Batch 513/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.902 Epoch 24 Batch 514/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.908 Epoch 24 Batch 515/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.889 Epoch 24 Batch 516/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.956 Epoch 24 Batch 517/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.879 Epoch 24 Batch 518/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.890 Epoch 24 Batch 519/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.895 Epoch 24 Batch 520/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.939 Epoch 24 Batch 521/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.873 Epoch 24 Batch 522/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.953 Epoch 24 Batch 523/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.933 Epoch 24 Batch 524/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.886 Epoch 24 Batch 525/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.878 Epoch 24 Batch 526/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.884 Epoch 24 Batch 527/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.897 Epoch 24 Batch 528/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.901 Epoch 24 Batch 529/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.853 Epoch 24 Batch 530/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.927 Epoch 24 Batch 531/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.821 Epoch 24 Batch 532/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.900 Epoch 24 Batch 533/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.881 Epoch 24 Batch 534/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.856 Epoch 24 Batch 535/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.897 Epoch 24 Batch 536/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.869 Epoch 24 Batch 537/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.906 Epoch 24 Batch 538/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.935 Epoch 24 Batch 539/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.890 Epoch 24 Batch 540/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.940 Epoch 24 Batch 541/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.870 Epoch 24 Batch 542/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.906 Epoch 24 Batch 543/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.924 Epoch 24 Batch 544/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.913 Epoch 24 Batch 545/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.903 Epoch 24 Batch 546/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.891 Epoch 24 Batch 547/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.899 Epoch 24 Batch 548/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.885 Epoch 24 Batch 549/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.929 Epoch 24 Batch 550/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.919 Epoch 24 Batch 551/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.880 Epoch 24 Batch 552/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.961 Epoch 24 Batch 553/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.931 Epoch 24 Batch 554/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.229, Loss: 0.888 Epoch 24 Batch 555/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.890 Epoch 24 Batch 556/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.900 Epoch 24 Batch 557/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.941 Epoch 24 Batch 558/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.895 Epoch 24 Batch 559/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.902 Epoch 24 Batch 560/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.929 Epoch 24 Batch 561/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.924 Epoch 24 Batch 562/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.894 Epoch 24 Batch 563/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.884 Epoch 24 Batch 564/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.918 Epoch 24 Batch 565/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.956 Epoch 24 Batch 566/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.903 Epoch 24 Batch 567/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.915 Epoch 24 Batch 568/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.880 Epoch 24 Batch 569/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.960 Epoch 24 Batch 570/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.889 Epoch 24 Batch 571/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.874 Epoch 24 Batch 572/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.948 Epoch 24 Batch 573/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.909 Epoch 24 Batch 574/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.873 Epoch 24 Batch 575/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.899 Epoch 24 Batch 576/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.886 Epoch 24 Batch 577/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.952 Epoch 24 Batch 578/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.939 Epoch 24 Batch 579/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.851 Epoch 24 Batch 580/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.842 Epoch 24 Batch 581/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.837 Epoch 24 Batch 582/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.929 Epoch 24 Batch 583/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.837 Epoch 24 Batch 584/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.901 Epoch 24 Batch 585/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.882 Epoch 24 Batch 586/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.921 Epoch 24 Batch 587/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.953 Epoch 24 Batch 588/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.927 Epoch 24 Batch 589/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.907 Epoch 24 Batch 590/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.927 Epoch 24 Batch 591/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.228, Loss: 0.912 Epoch 24 Batch 592/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.929 Epoch 24 Batch 593/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.895 Epoch 24 Batch 594/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.954 Epoch 24 Batch 595/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.898 Epoch 24 Batch 596/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.873 Epoch 24 Batch 597/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.229, Loss: 0.841 Epoch 24 Batch 598/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.923 Epoch 24 Batch 599/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.919 Epoch 24 Batch 600/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.917 Epoch 24 Batch 601/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.895 Epoch 24 Batch 602/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.912 Epoch 24 Batch 603/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.920 Epoch 24 Batch 604/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.937 Epoch 24 Batch 605/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.957 Epoch 24 Batch 606/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.867 Epoch 24 Batch 607/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.229, Loss: 0.920 Epoch 24 Batch 608/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.916 Epoch 24 Batch 609/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.948 Epoch 24 Batch 610/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.909 Epoch 24 Batch 611/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.957 Epoch 24 Batch 612/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.229, Loss: 0.901 Epoch 24 Batch 613/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.949 Epoch 24 Batch 614/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.957 Epoch 24 Batch 615/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.885 Epoch 24 Batch 616/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.917 Epoch 24 Batch 617/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.865 Epoch 24 Batch 618/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.906 Epoch 24 Batch 619/1077 - Train Accuracy: 0.102, Validation Accuracy: 0.229, Loss: 0.977 Epoch 24 Batch 620/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.903 Epoch 24 Batch 621/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.934 Epoch 24 Batch 622/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.929 Epoch 24 Batch 623/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.940 Epoch 24 Batch 624/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.925 Epoch 24 Batch 625/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.894 Epoch 24 Batch 626/1077 - Train Accuracy: 0.222, Validation Accuracy: 0.228, Loss: 0.910 Epoch 24 Batch 627/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.911 Epoch 24 Batch 628/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.876 Epoch 24 Batch 629/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.858 Epoch 24 Batch 630/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.942 Epoch 24 Batch 631/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.909 Epoch 24 Batch 632/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.899 Epoch 24 Batch 633/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.884 Epoch 24 Batch 634/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.881 Epoch 24 Batch 635/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 0.948 Epoch 24 Batch 636/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.846 Epoch 24 Batch 637/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.880 Epoch 24 Batch 638/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.878 Epoch 24 Batch 639/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.867 Epoch 24 Batch 640/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.948 Epoch 24 Batch 641/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.916 Epoch 24 Batch 642/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.893 Epoch 24 Batch 643/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.897 Epoch 24 Batch 644/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.938 Epoch 24 Batch 645/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.920 Epoch 24 Batch 646/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.228, Loss: 0.921 Epoch 24 Batch 647/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.886 Epoch 24 Batch 648/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.847 Epoch 24 Batch 649/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.914 Epoch 24 Batch 650/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.944 Epoch 24 Batch 651/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.886 Epoch 24 Batch 652/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.910 Epoch 24 Batch 653/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.890 Epoch 24 Batch 654/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.932 Epoch 24 Batch 655/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.931 Epoch 24 Batch 656/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.914 Epoch 24 Batch 657/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.916 Epoch 24 Batch 658/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.917 Epoch 24 Batch 659/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.943 Epoch 24 Batch 660/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.891 Epoch 24 Batch 661/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.875 Epoch 24 Batch 662/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.939 Epoch 24 Batch 663/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.957 Epoch 24 Batch 664/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.954 Epoch 24 Batch 665/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.916 Epoch 24 Batch 666/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.229, Loss: 0.945 Epoch 24 Batch 667/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.229, Loss: 0.957 Epoch 24 Batch 668/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.907 Epoch 24 Batch 669/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.917 Epoch 24 Batch 670/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.229, Loss: 0.856 Epoch 24 Batch 671/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.969 Epoch 24 Batch 672/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.935 Epoch 24 Batch 673/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.943 Epoch 24 Batch 674/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.878 Epoch 24 Batch 675/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.893 Epoch 24 Batch 676/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.892 Epoch 24 Batch 677/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.919 Epoch 24 Batch 678/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.903 Epoch 24 Batch 679/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.977 Epoch 24 Batch 680/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.911 Epoch 24 Batch 681/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.884 Epoch 24 Batch 682/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.229, Loss: 0.928 Epoch 24 Batch 683/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.947 Epoch 24 Batch 684/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.926 Epoch 24 Batch 685/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.924 Epoch 24 Batch 686/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.872 Epoch 24 Batch 687/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.948 Epoch 24 Batch 688/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.861 Epoch 24 Batch 689/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.915 Epoch 24 Batch 690/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.893 Epoch 24 Batch 691/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.228, Loss: 0.838 Epoch 24 Batch 692/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.884 Epoch 24 Batch 693/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.228, Loss: 0.950 Epoch 24 Batch 694/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.886 Epoch 24 Batch 695/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.816 Epoch 24 Batch 696/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.834 Epoch 24 Batch 697/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.913 Epoch 24 Batch 698/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.955 Epoch 24 Batch 699/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.935 Epoch 24 Batch 700/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.931 Epoch 24 Batch 701/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.894 Epoch 24 Batch 702/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.900 Epoch 24 Batch 703/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.881 Epoch 24 Batch 704/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.944 Epoch 24 Batch 705/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.908 Epoch 24 Batch 706/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 0.981 Epoch 24 Batch 707/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.927 Epoch 24 Batch 708/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.879 Epoch 24 Batch 709/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.885 Epoch 24 Batch 710/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.856 Epoch 24 Batch 711/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.906 Epoch 24 Batch 712/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.960 Epoch 24 Batch 713/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.229, Loss: 0.868 Epoch 24 Batch 714/1077 - Train Accuracy: 0.181, Validation Accuracy: 0.229, Loss: 0.905 Epoch 24 Batch 715/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.907 Epoch 24 Batch 716/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.894 Epoch 24 Batch 717/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.972 Epoch 24 Batch 718/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.902 Epoch 24 Batch 719/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.914 Epoch 24 Batch 720/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.939 Epoch 24 Batch 721/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.904 Epoch 24 Batch 722/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.864 Epoch 24 Batch 723/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.993 Epoch 24 Batch 724/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.927 Epoch 24 Batch 725/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.868 Epoch 24 Batch 726/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.878 Epoch 24 Batch 727/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.935 Epoch 24 Batch 728/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.923 Epoch 24 Batch 729/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.872 Epoch 24 Batch 730/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.894 Epoch 24 Batch 731/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.870 Epoch 24 Batch 732/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 1.011 Epoch 24 Batch 733/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.910 Epoch 24 Batch 734/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.893 Epoch 24 Batch 735/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.904 Epoch 24 Batch 736/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.913 Epoch 24 Batch 737/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.992 Epoch 24 Batch 738/1077 - Train Accuracy: 0.286, Validation Accuracy: 0.229, Loss: 0.869 Epoch 24 Batch 739/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.947 Epoch 24 Batch 740/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.925 Epoch 24 Batch 741/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.855 Epoch 24 Batch 742/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.895 Epoch 24 Batch 743/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.970 Epoch 24 Batch 744/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.857 Epoch 24 Batch 745/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.905 Epoch 24 Batch 746/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.846 Epoch 24 Batch 747/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.901 Epoch 24 Batch 748/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.229, Loss: 0.853 Epoch 24 Batch 749/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.846 Epoch 24 Batch 750/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.922 Epoch 24 Batch 751/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.867 Epoch 24 Batch 752/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.884 Epoch 24 Batch 753/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.910 Epoch 24 Batch 754/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.962 Epoch 24 Batch 755/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.900 Epoch 24 Batch 756/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.861 Epoch 24 Batch 757/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.914 Epoch 24 Batch 758/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.886 Epoch 24 Batch 759/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.896 Epoch 24 Batch 760/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.883 Epoch 24 Batch 761/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.877 Epoch 24 Batch 762/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.882 Epoch 24 Batch 763/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.879 Epoch 24 Batch 764/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.956 Epoch 24 Batch 765/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.883 Epoch 24 Batch 766/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.948 Epoch 24 Batch 767/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.919 Epoch 24 Batch 768/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.836 Epoch 24 Batch 769/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.924 Epoch 24 Batch 770/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.900 Epoch 24 Batch 771/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.921 Epoch 24 Batch 772/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.936 Epoch 24 Batch 773/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.863 Epoch 24 Batch 774/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.886 Epoch 24 Batch 775/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.930 Epoch 24 Batch 776/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.897 Epoch 24 Batch 777/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.903 Epoch 24 Batch 778/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.916 Epoch 24 Batch 779/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.935 Epoch 24 Batch 780/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.907 Epoch 24 Batch 781/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.808 Epoch 24 Batch 782/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.930 Epoch 24 Batch 783/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.939 Epoch 24 Batch 784/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.930 Epoch 24 Batch 785/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.869 Epoch 24 Batch 786/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.934 Epoch 24 Batch 787/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.929 Epoch 24 Batch 788/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.897 Epoch 24 Batch 789/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.869 Epoch 24 Batch 790/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.895 Epoch 24 Batch 791/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.903 Epoch 24 Batch 792/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.916 Epoch 24 Batch 793/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.885 Epoch 24 Batch 794/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.900 Epoch 24 Batch 795/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.898 Epoch 24 Batch 796/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.883 Epoch 24 Batch 797/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.919 Epoch 24 Batch 798/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.881 Epoch 24 Batch 799/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.933 Epoch 24 Batch 800/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.928 Epoch 24 Batch 801/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.918 Epoch 24 Batch 802/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.893 Epoch 24 Batch 803/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.839 Epoch 24 Batch 804/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.888 Epoch 24 Batch 805/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.886 Epoch 24 Batch 806/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.936 Epoch 24 Batch 807/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.959 Epoch 24 Batch 808/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.940 Epoch 24 Batch 809/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.874 Epoch 24 Batch 810/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.986 Epoch 24 Batch 811/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.939 Epoch 24 Batch 812/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.890 Epoch 24 Batch 813/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.960 Epoch 24 Batch 814/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.933 Epoch 24 Batch 815/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.915 Epoch 24 Batch 816/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.945 Epoch 24 Batch 817/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.897 Epoch 24 Batch 818/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.903 Epoch 24 Batch 819/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.903 Epoch 24 Batch 820/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.883 Epoch 24 Batch 821/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.913 Epoch 24 Batch 822/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.883 Epoch 24 Batch 823/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.879 Epoch 24 Batch 824/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.856 Epoch 24 Batch 825/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.883 Epoch 24 Batch 826/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.862 Epoch 24 Batch 827/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.903 Epoch 24 Batch 828/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.885 Epoch 24 Batch 829/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.955 Epoch 24 Batch 830/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.950 Epoch 24 Batch 831/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.230, Loss: 0.963 Epoch 24 Batch 832/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.960 Epoch 24 Batch 833/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.926 Epoch 24 Batch 834/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.230, Loss: 0.878 Epoch 24 Batch 835/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.924 Epoch 24 Batch 836/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.939 Epoch 24 Batch 837/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.885 Epoch 24 Batch 838/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.926 Epoch 24 Batch 839/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.935 Epoch 24 Batch 840/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.916 Epoch 24 Batch 841/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.974 Epoch 24 Batch 842/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.929 Epoch 24 Batch 843/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.924 Epoch 24 Batch 844/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.888 Epoch 24 Batch 845/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.875 Epoch 24 Batch 846/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.977 Epoch 24 Batch 847/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.906 Epoch 24 Batch 848/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.892 Epoch 24 Batch 849/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.897 Epoch 24 Batch 850/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.947 Epoch 24 Batch 851/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.867 Epoch 24 Batch 852/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.939 Epoch 24 Batch 853/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.921 Epoch 24 Batch 854/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.895 Epoch 24 Batch 855/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.876 Epoch 24 Batch 856/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.894 Epoch 24 Batch 857/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.901 Epoch 24 Batch 858/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.925 Epoch 24 Batch 859/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.229, Loss: 0.844 Epoch 24 Batch 860/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.917 Epoch 24 Batch 861/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.892 Epoch 24 Batch 862/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.912 Epoch 24 Batch 863/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.842 Epoch 24 Batch 864/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.932 Epoch 24 Batch 865/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.229, Loss: 0.964 Epoch 24 Batch 866/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.873 Epoch 24 Batch 867/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.962 Epoch 24 Batch 868/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.944 Epoch 24 Batch 869/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 1.002 Epoch 24 Batch 870/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.229, Loss: 0.839 Epoch 24 Batch 871/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.904 Epoch 24 Batch 872/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.926 Epoch 24 Batch 873/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.887 Epoch 24 Batch 874/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.904 Epoch 24 Batch 875/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.917 Epoch 24 Batch 876/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.899 Epoch 24 Batch 877/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.948 Epoch 24 Batch 878/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.841 Epoch 24 Batch 879/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.933 Epoch 24 Batch 880/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.880 Epoch 24 Batch 881/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.901 Epoch 24 Batch 882/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.902 Epoch 24 Batch 883/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.932 Epoch 24 Batch 884/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.982 Epoch 24 Batch 885/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.229, Loss: 0.873 Epoch 24 Batch 886/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.851 Epoch 24 Batch 887/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.905 Epoch 24 Batch 888/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.886 Epoch 24 Batch 889/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.951 Epoch 24 Batch 890/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.229, Loss: 0.864 Epoch 24 Batch 891/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.887 Epoch 24 Batch 892/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.948 Epoch 24 Batch 893/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.881 Epoch 24 Batch 894/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.949 Epoch 24 Batch 895/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.885 Epoch 24 Batch 896/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.230, Loss: 0.920 Epoch 24 Batch 897/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.933 Epoch 24 Batch 898/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.935 Epoch 24 Batch 899/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.879 Epoch 24 Batch 900/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.883 Epoch 24 Batch 901/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.900 Epoch 24 Batch 902/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.953 Epoch 24 Batch 903/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.894 Epoch 24 Batch 904/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.872 Epoch 24 Batch 905/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.864 Epoch 24 Batch 906/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.827 Epoch 24 Batch 907/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.944 Epoch 24 Batch 908/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.954 Epoch 24 Batch 909/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.924 Epoch 24 Batch 910/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.897 Epoch 24 Batch 911/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.229, Loss: 0.925 Epoch 24 Batch 912/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.890 Epoch 24 Batch 913/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.983 Epoch 24 Batch 914/1077 - Train Accuracy: 0.299, Validation Accuracy: 0.229, Loss: 0.900 Epoch 24 Batch 915/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.230, Loss: 0.944 Epoch 24 Batch 916/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.884 Epoch 24 Batch 917/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.901 Epoch 24 Batch 918/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.229, Loss: 0.918 Epoch 24 Batch 919/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.229, Loss: 0.947 Epoch 24 Batch 920/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.871 Epoch 24 Batch 921/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.927 Epoch 24 Batch 922/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.985 Epoch 24 Batch 923/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.229, Loss: 0.925 Epoch 24 Batch 924/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.229, Loss: 0.897 Epoch 24 Batch 925/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.892 Epoch 24 Batch 926/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.939 Epoch 24 Batch 927/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.893 Epoch 24 Batch 928/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.896 Epoch 24 Batch 929/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.928 Epoch 24 Batch 930/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.948 Epoch 24 Batch 931/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.875 Epoch 24 Batch 932/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.910 Epoch 24 Batch 933/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.896 Epoch 24 Batch 934/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.907 Epoch 24 Batch 935/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.908 Epoch 24 Batch 936/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.911 Epoch 24 Batch 937/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.229, Loss: 0.967 Epoch 24 Batch 938/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.953 Epoch 24 Batch 939/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.925 Epoch 24 Batch 940/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.892 Epoch 24 Batch 941/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.928 Epoch 24 Batch 942/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.960 Epoch 24 Batch 943/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.961 Epoch 24 Batch 944/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.923 Epoch 24 Batch 945/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.930 Epoch 24 Batch 946/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.849 Epoch 24 Batch 947/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.877 Epoch 24 Batch 948/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.929 Epoch 24 Batch 949/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.865 Epoch 24 Batch 950/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.864 Epoch 24 Batch 951/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.849 Epoch 24 Batch 952/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.932 Epoch 24 Batch 953/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.909 Epoch 24 Batch 954/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.878 Epoch 24 Batch 955/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.920 Epoch 24 Batch 956/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.913 Epoch 24 Batch 957/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.911 Epoch 24 Batch 958/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.898 Epoch 24 Batch 959/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.882 Epoch 24 Batch 960/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.885 Epoch 24 Batch 961/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.959 Epoch 24 Batch 962/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.889 Epoch 24 Batch 963/1077 - Train Accuracy: 0.070, Validation Accuracy: 0.230, Loss: 0.919 Epoch 24 Batch 964/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.893 Epoch 24 Batch 965/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.230, Loss: 0.922 Epoch 24 Batch 966/1077 - Train Accuracy: 0.260, Validation Accuracy: 0.230, Loss: 0.893 Epoch 24 Batch 967/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.884 Epoch 24 Batch 968/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.944 Epoch 24 Batch 969/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.946 Epoch 24 Batch 970/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.875 Epoch 24 Batch 971/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.920 Epoch 24 Batch 972/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.886 Epoch 24 Batch 973/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.906 Epoch 24 Batch 974/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.881 Epoch 24 Batch 975/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.907 Epoch 24 Batch 976/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.907 Epoch 24 Batch 977/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.840 Epoch 24 Batch 978/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.928 Epoch 24 Batch 979/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.230, Loss: 0.912 Epoch 24 Batch 980/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.934 Epoch 24 Batch 981/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.900 Epoch 24 Batch 982/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.939 Epoch 24 Batch 983/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 0.845 Epoch 24 Batch 984/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.870 Epoch 24 Batch 985/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.921 Epoch 24 Batch 986/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.927 Epoch 24 Batch 987/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.882 Epoch 24 Batch 988/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.229, Loss: 0.967 Epoch 24 Batch 989/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.964 Epoch 24 Batch 990/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.229, Loss: 0.846 Epoch 24 Batch 991/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.229, Loss: 0.936 Epoch 24 Batch 992/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.903 Epoch 24 Batch 993/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.880 Epoch 24 Batch 994/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.892 Epoch 24 Batch 995/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.903 Epoch 24 Batch 996/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.902 Epoch 24 Batch 997/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.865 Epoch 24 Batch 998/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.852 Epoch 24 Batch 999/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.939 Epoch 24 Batch 1000/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.922 Epoch 24 Batch 1001/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.229, Loss: 0.859 Epoch 24 Batch 1002/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.229, Loss: 0.909 Epoch 24 Batch 1003/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.881 Epoch 24 Batch 1004/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.883 Epoch 24 Batch 1005/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.843 Epoch 24 Batch 1006/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.930 Epoch 24 Batch 1007/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.875 Epoch 24 Batch 1008/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.841 Epoch 24 Batch 1009/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.917 Epoch 24 Batch 1010/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.874 Epoch 24 Batch 1011/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.917 Epoch 24 Batch 1012/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.898 Epoch 24 Batch 1013/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.846 Epoch 24 Batch 1014/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.848 Epoch 24 Batch 1015/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.924 Epoch 24 Batch 1016/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.960 Epoch 24 Batch 1017/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.230, Loss: 0.938 Epoch 24 Batch 1018/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.880 Epoch 24 Batch 1019/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.912 Epoch 24 Batch 1020/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.892 Epoch 24 Batch 1021/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.832 Epoch 24 Batch 1022/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.899 Epoch 24 Batch 1023/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.229, Loss: 0.909 Epoch 24 Batch 1024/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.903 Epoch 24 Batch 1025/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.876 Epoch 24 Batch 1026/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.947 Epoch 24 Batch 1027/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.956 Epoch 24 Batch 1028/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.229, Loss: 0.915 Epoch 24 Batch 1029/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.857 Epoch 24 Batch 1030/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.914 Epoch 24 Batch 1031/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.867 Epoch 24 Batch 1032/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.922 Epoch 24 Batch 1033/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.947 Epoch 24 Batch 1034/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.916 Epoch 24 Batch 1035/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.906 Epoch 24 Batch 1036/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.960 Epoch 24 Batch 1037/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.230, Loss: 0.907 Epoch 24 Batch 1038/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.893 Epoch 24 Batch 1039/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.931 Epoch 24 Batch 1040/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.928 Epoch 24 Batch 1041/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.928 Epoch 24 Batch 1042/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.913 Epoch 24 Batch 1043/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.230, Loss: 0.917 Epoch 24 Batch 1044/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.875 Epoch 24 Batch 1045/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.921 Epoch 24 Batch 1046/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.889 Epoch 24 Batch 1047/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.850 Epoch 24 Batch 1048/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.938 Epoch 24 Batch 1049/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.904 Epoch 24 Batch 1050/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.934 Epoch 24 Batch 1051/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.917 Epoch 24 Batch 1052/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.894 Epoch 24 Batch 1053/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.894 Epoch 24 Batch 1054/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.927 Epoch 24 Batch 1055/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.899 Epoch 24 Batch 1056/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.876 Epoch 24 Batch 1057/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.873 Epoch 24 Batch 1058/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.948 Epoch 24 Batch 1059/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.922 Epoch 24 Batch 1060/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.909 Epoch 24 Batch 1061/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.901 Epoch 24 Batch 1062/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.883 Epoch 24 Batch 1063/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.897 Epoch 24 Batch 1064/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.912 Epoch 24 Batch 1065/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.871 Epoch 24 Batch 1066/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.870 Epoch 24 Batch 1067/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.952 Epoch 24 Batch 1068/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.884 Epoch 24 Batch 1069/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.903 Epoch 24 Batch 1070/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.900 Epoch 24 Batch 1071/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.892 Epoch 24 Batch 1072/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.952 Epoch 24 Batch 1073/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.944 Epoch 24 Batch 1074/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.880 Epoch 24 Batch 1075/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.894 Epoch 25 Batch 0/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.901 Epoch 25 Batch 1/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.909 Epoch 25 Batch 2/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.984 Epoch 25 Batch 3/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.931 Epoch 25 Batch 4/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.892 Epoch 25 Batch 5/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.871 Epoch 25 Batch 6/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.924 Epoch 25 Batch 7/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.229, Loss: 0.892 Epoch 25 Batch 8/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.900 Epoch 25 Batch 9/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.907 Epoch 25 Batch 10/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.906 Epoch 25 Batch 11/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.952 Epoch 25 Batch 12/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.906 Epoch 25 Batch 13/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.229, Loss: 0.919 Epoch 25 Batch 14/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.936 Epoch 25 Batch 15/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.922 Epoch 25 Batch 16/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.935 Epoch 25 Batch 17/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.897 Epoch 25 Batch 18/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.992 Epoch 25 Batch 19/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.932 Epoch 25 Batch 20/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.830 Epoch 25 Batch 21/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.893 Epoch 25 Batch 22/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.887 Epoch 25 Batch 23/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.914 Epoch 25 Batch 24/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.879 Epoch 25 Batch 25/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.920 Epoch 25 Batch 26/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.871 Epoch 25 Batch 27/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.876 Epoch 25 Batch 28/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.910 Epoch 25 Batch 29/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.913 Epoch 25 Batch 30/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.873 Epoch 25 Batch 31/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.912 Epoch 25 Batch 32/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.865 Epoch 25 Batch 33/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.876 Epoch 25 Batch 34/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.859 Epoch 25 Batch 35/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.908 Epoch 25 Batch 36/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.830 Epoch 25 Batch 37/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.939 Epoch 25 Batch 38/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.230, Loss: 0.872 Epoch 25 Batch 39/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.930 Epoch 25 Batch 40/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.907 Epoch 25 Batch 41/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.895 Epoch 25 Batch 42/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.871 Epoch 25 Batch 43/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.229, Loss: 0.922 Epoch 25 Batch 44/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.906 Epoch 25 Batch 45/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.882 Epoch 25 Batch 46/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.229, Loss: 0.976 Epoch 25 Batch 47/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.973 Epoch 25 Batch 48/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.898 Epoch 25 Batch 49/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.229, Loss: 0.950 Epoch 25 Batch 50/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.941 Epoch 25 Batch 51/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.902 Epoch 25 Batch 52/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.861 Epoch 25 Batch 53/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.229, Loss: 0.838 Epoch 25 Batch 54/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.942 Epoch 25 Batch 55/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.844 Epoch 25 Batch 56/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.229, Loss: 0.894 Epoch 25 Batch 57/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.229, Loss: 0.875 Epoch 25 Batch 58/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 1.023 Epoch 25 Batch 59/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 0.927 Epoch 25 Batch 60/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.902 Epoch 25 Batch 61/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.905 Epoch 25 Batch 62/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.906 Epoch 25 Batch 63/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.833 Epoch 25 Batch 64/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.903 Epoch 25 Batch 65/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.876 Epoch 25 Batch 66/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.229, Loss: 0.816 Epoch 25 Batch 67/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.947 Epoch 25 Batch 68/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.915 Epoch 25 Batch 69/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.899 Epoch 25 Batch 70/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.904 Epoch 25 Batch 71/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.875 Epoch 25 Batch 72/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.938 Epoch 25 Batch 73/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.867 Epoch 25 Batch 74/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.896 Epoch 25 Batch 75/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.963 Epoch 25 Batch 76/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.883 Epoch 25 Batch 77/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.882 Epoch 25 Batch 78/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.927 Epoch 25 Batch 79/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.912 Epoch 25 Batch 80/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.956 Epoch 25 Batch 81/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.229, Loss: 0.858 Epoch 25 Batch 82/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.229, Loss: 0.936 Epoch 25 Batch 83/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.947 Epoch 25 Batch 84/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.875 Epoch 25 Batch 85/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.914 Epoch 25 Batch 86/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.956 Epoch 25 Batch 87/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.860 Epoch 25 Batch 88/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.902 Epoch 25 Batch 89/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.882 Epoch 25 Batch 90/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.903 Epoch 25 Batch 91/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.981 Epoch 25 Batch 92/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.857 Epoch 25 Batch 93/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.825 Epoch 25 Batch 94/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.881 Epoch 25 Batch 95/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.958 Epoch 25 Batch 96/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.905 Epoch 25 Batch 97/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.946 Epoch 25 Batch 98/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.853 Epoch 25 Batch 99/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.885 Epoch 25 Batch 100/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.903 Epoch 25 Batch 101/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.866 Epoch 25 Batch 102/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.887 Epoch 25 Batch 103/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.882 Epoch 25 Batch 104/1077 - Train Accuracy: 0.100, Validation Accuracy: 0.229, Loss: 0.894 Epoch 25 Batch 105/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.888 Epoch 25 Batch 106/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.229, Loss: 0.877 Epoch 25 Batch 107/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.859 Epoch 25 Batch 108/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.229, Loss: 0.904 Epoch 25 Batch 109/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.908 Epoch 25 Batch 110/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.229, Loss: 0.837 Epoch 25 Batch 111/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.929 Epoch 25 Batch 112/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.909 Epoch 25 Batch 113/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.831 Epoch 25 Batch 114/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.972 Epoch 25 Batch 115/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.928 Epoch 25 Batch 116/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.932 Epoch 25 Batch 117/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.921 Epoch 25 Batch 118/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.929 Epoch 25 Batch 119/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.879 Epoch 25 Batch 120/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.875 Epoch 25 Batch 121/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.889 Epoch 25 Batch 122/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.869 Epoch 25 Batch 123/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.834 Epoch 25 Batch 124/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.893 Epoch 25 Batch 125/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.895 Epoch 25 Batch 126/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.931 Epoch 25 Batch 127/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.898 Epoch 25 Batch 128/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.910 Epoch 25 Batch 129/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.897 Epoch 25 Batch 130/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.885 Epoch 25 Batch 131/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.898 Epoch 25 Batch 132/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.879 Epoch 25 Batch 133/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.927 Epoch 25 Batch 134/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.894 Epoch 25 Batch 135/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.229, Loss: 0.880 Epoch 25 Batch 136/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.835 Epoch 25 Batch 137/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.941 Epoch 25 Batch 138/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.947 Epoch 25 Batch 139/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.917 Epoch 25 Batch 140/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.903 Epoch 25 Batch 141/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.924 Epoch 25 Batch 142/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.913 Epoch 25 Batch 143/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.906 Epoch 25 Batch 144/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.911 Epoch 25 Batch 145/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.929 Epoch 25 Batch 146/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.920 Epoch 25 Batch 147/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.948 Epoch 25 Batch 148/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.229, Loss: 0.983 Epoch 25 Batch 149/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.897 Epoch 25 Batch 150/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.874 Epoch 25 Batch 151/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.927 Epoch 25 Batch 152/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.923 Epoch 25 Batch 153/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.891 Epoch 25 Batch 154/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.891 Epoch 25 Batch 155/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.940 Epoch 25 Batch 156/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.913 Epoch 25 Batch 157/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.902 Epoch 25 Batch 158/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.905 Epoch 25 Batch 159/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.906 Epoch 25 Batch 160/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.934 Epoch 25 Batch 161/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.871 Epoch 25 Batch 162/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.940 Epoch 25 Batch 163/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.951 Epoch 25 Batch 164/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.854 Epoch 25 Batch 165/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.932 Epoch 25 Batch 166/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.920 Epoch 25 Batch 167/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.875 Epoch 25 Batch 168/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.929 Epoch 25 Batch 169/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.937 Epoch 25 Batch 170/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.858 Epoch 25 Batch 171/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.229, Loss: 0.888 Epoch 25 Batch 172/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.863 Epoch 25 Batch 173/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.867 Epoch 25 Batch 174/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.870 Epoch 25 Batch 175/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.923 Epoch 25 Batch 176/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.961 Epoch 25 Batch 177/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.869 Epoch 25 Batch 178/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.906 Epoch 25 Batch 179/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.229, Loss: 0.821 Epoch 25 Batch 180/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.897 Epoch 25 Batch 181/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.905 Epoch 25 Batch 182/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.971 Epoch 25 Batch 183/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.936 Epoch 25 Batch 184/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.901 Epoch 25 Batch 185/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.940 Epoch 25 Batch 186/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.830 Epoch 25 Batch 187/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.927 Epoch 25 Batch 188/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.939 Epoch 25 Batch 189/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.919 Epoch 25 Batch 190/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.932 Epoch 25 Batch 191/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.229, Loss: 0.955 Epoch 25 Batch 192/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.837 Epoch 25 Batch 193/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.870 Epoch 25 Batch 194/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.876 Epoch 25 Batch 195/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.898 Epoch 25 Batch 196/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.882 Epoch 25 Batch 197/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.897 Epoch 25 Batch 198/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.938 Epoch 25 Batch 199/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.938 Epoch 25 Batch 200/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.908 Epoch 25 Batch 201/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.934 Epoch 25 Batch 202/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.919 Epoch 25 Batch 203/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.906 Epoch 25 Batch 204/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.917 Epoch 25 Batch 205/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.848 Epoch 25 Batch 206/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.874 Epoch 25 Batch 207/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.882 Epoch 25 Batch 208/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.900 Epoch 25 Batch 209/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.862 Epoch 25 Batch 210/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.942 Epoch 25 Batch 211/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.904 Epoch 25 Batch 212/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.894 Epoch 25 Batch 213/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.971 Epoch 25 Batch 214/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.948 Epoch 25 Batch 215/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.879 Epoch 25 Batch 216/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.919 Epoch 25 Batch 217/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.875 Epoch 25 Batch 218/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.229, Loss: 0.940 Epoch 25 Batch 219/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.229, Loss: 0.891 Epoch 25 Batch 220/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.819 Epoch 25 Batch 221/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.886 Epoch 25 Batch 222/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.908 Epoch 25 Batch 223/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.864 Epoch 25 Batch 224/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.946 Epoch 25 Batch 225/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.934 Epoch 25 Batch 226/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.866 Epoch 25 Batch 227/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.950 Epoch 25 Batch 228/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.921 Epoch 25 Batch 229/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.884 Epoch 25 Batch 230/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.848 Epoch 25 Batch 231/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.940 Epoch 25 Batch 232/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.897 Epoch 25 Batch 233/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.942 Epoch 25 Batch 234/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.229, Loss: 0.902 Epoch 25 Batch 235/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.905 Epoch 25 Batch 236/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.955 Epoch 25 Batch 237/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.936 Epoch 25 Batch 238/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.229, Loss: 0.933 Epoch 25 Batch 239/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.883 Epoch 25 Batch 240/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.886 Epoch 25 Batch 241/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.875 Epoch 25 Batch 242/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.897 Epoch 25 Batch 243/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.934 Epoch 25 Batch 244/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.229, Loss: 0.805 Epoch 25 Batch 245/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.864 Epoch 25 Batch 246/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.862 Epoch 25 Batch 247/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.881 Epoch 25 Batch 248/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.935 Epoch 25 Batch 249/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.844 Epoch 25 Batch 250/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.229, Loss: 0.927 Epoch 25 Batch 251/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.933 Epoch 25 Batch 252/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.894 Epoch 25 Batch 253/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.229, Loss: 0.891 Epoch 25 Batch 254/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.932 Epoch 25 Batch 255/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.878 Epoch 25 Batch 256/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.901 Epoch 25 Batch 257/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.895 Epoch 25 Batch 258/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.914 Epoch 25 Batch 259/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.899 Epoch 25 Batch 260/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.900 Epoch 25 Batch 261/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.229, Loss: 0.890 Epoch 25 Batch 262/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.903 Epoch 25 Batch 263/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.228, Loss: 0.900 Epoch 25 Batch 264/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.228, Loss: 0.887 Epoch 25 Batch 265/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.879 Epoch 25 Batch 266/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.869 Epoch 25 Batch 267/1077 - Train Accuracy: 0.220, Validation Accuracy: 0.228, Loss: 0.905 Epoch 25 Batch 268/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 1.003 Epoch 25 Batch 269/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.228, Loss: 0.943 Epoch 25 Batch 270/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.881 Epoch 25 Batch 271/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.943 Epoch 25 Batch 272/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.922 Epoch 25 Batch 273/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.912 Epoch 25 Batch 274/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.885 Epoch 25 Batch 275/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.922 Epoch 25 Batch 276/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.950 Epoch 25 Batch 277/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.847 Epoch 25 Batch 278/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.889 Epoch 25 Batch 279/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.930 Epoch 25 Batch 280/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.903 Epoch 25 Batch 281/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.939 Epoch 25 Batch 282/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.914 Epoch 25 Batch 283/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.896 Epoch 25 Batch 284/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.904 Epoch 25 Batch 285/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.959 Epoch 25 Batch 286/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.876 Epoch 25 Batch 287/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.875 Epoch 25 Batch 288/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.941 Epoch 25 Batch 289/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.828 Epoch 25 Batch 290/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.918 Epoch 25 Batch 291/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.949 Epoch 25 Batch 292/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.923 Epoch 25 Batch 293/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.948 Epoch 25 Batch 294/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.229, Loss: 0.882 Epoch 25 Batch 295/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.228, Loss: 0.833 Epoch 25 Batch 296/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.944 Epoch 25 Batch 297/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.940 Epoch 25 Batch 298/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.968 Epoch 25 Batch 299/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.945 Epoch 25 Batch 300/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.228, Loss: 0.931 Epoch 25 Batch 301/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.864 Epoch 25 Batch 302/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.924 Epoch 25 Batch 303/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.229, Loss: 0.926 Epoch 25 Batch 304/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.901 Epoch 25 Batch 305/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.897 Epoch 25 Batch 306/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.989 Epoch 25 Batch 307/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.947 Epoch 25 Batch 308/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.956 Epoch 25 Batch 309/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.841 Epoch 25 Batch 310/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.897 Epoch 25 Batch 311/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.228, Loss: 0.991 Epoch 25 Batch 312/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.908 Epoch 25 Batch 313/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.880 Epoch 25 Batch 314/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.843 Epoch 25 Batch 315/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.898 Epoch 25 Batch 316/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.934 Epoch 25 Batch 317/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.228, Loss: 0.889 Epoch 25 Batch 318/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.880 Epoch 25 Batch 319/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.935 Epoch 25 Batch 320/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.976 Epoch 25 Batch 321/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.871 Epoch 25 Batch 322/1077 - Train Accuracy: 0.180, Validation Accuracy: 0.229, Loss: 0.932 Epoch 25 Batch 323/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.961 Epoch 25 Batch 324/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.843 Epoch 25 Batch 325/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.910 Epoch 25 Batch 326/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.925 Epoch 25 Batch 327/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.902 Epoch 25 Batch 328/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.933 Epoch 25 Batch 329/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.899 Epoch 25 Batch 330/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.942 Epoch 25 Batch 331/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.228, Loss: 0.911 Epoch 25 Batch 332/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.868 Epoch 25 Batch 333/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.906 Epoch 25 Batch 334/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.228, Loss: 0.913 Epoch 25 Batch 335/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.839 Epoch 25 Batch 336/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.917 Epoch 25 Batch 337/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.897 Epoch 25 Batch 338/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 1.001 Epoch 25 Batch 339/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.921 Epoch 25 Batch 340/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.963 Epoch 25 Batch 341/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.967 Epoch 25 Batch 342/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.912 Epoch 25 Batch 343/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.880 Epoch 25 Batch 344/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.873 Epoch 25 Batch 345/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.887 Epoch 25 Batch 346/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.885 Epoch 25 Batch 347/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.890 Epoch 25 Batch 348/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.228, Loss: 0.851 Epoch 25 Batch 349/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.985 Epoch 25 Batch 350/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.868 Epoch 25 Batch 351/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.229, Loss: 0.865 Epoch 25 Batch 352/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.902 Epoch 25 Batch 353/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.956 Epoch 25 Batch 354/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.900 Epoch 25 Batch 355/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.892 Epoch 25 Batch 356/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.893 Epoch 25 Batch 357/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.879 Epoch 25 Batch 358/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.931 Epoch 25 Batch 359/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.937 Epoch 25 Batch 360/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.911 Epoch 25 Batch 361/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.856 Epoch 25 Batch 362/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.915 Epoch 25 Batch 363/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.918 Epoch 25 Batch 364/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.895 Epoch 25 Batch 365/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.850 Epoch 25 Batch 366/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.909 Epoch 25 Batch 367/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.951 Epoch 25 Batch 368/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.891 Epoch 25 Batch 369/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.948 Epoch 25 Batch 370/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.929 Epoch 25 Batch 371/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.839 Epoch 25 Batch 372/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.889 Epoch 25 Batch 373/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.229, Loss: 0.833 Epoch 25 Batch 374/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.885 Epoch 25 Batch 375/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.229, Loss: 0.949 Epoch 25 Batch 376/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.229, Loss: 0.874 Epoch 25 Batch 377/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.897 Epoch 25 Batch 378/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.903 Epoch 25 Batch 379/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.875 Epoch 25 Batch 380/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.890 Epoch 25 Batch 381/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.927 Epoch 25 Batch 382/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.941 Epoch 25 Batch 383/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.229, Loss: 0.895 Epoch 25 Batch 384/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.853 Epoch 25 Batch 385/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.877 Epoch 25 Batch 386/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.890 Epoch 25 Batch 387/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.946 Epoch 25 Batch 388/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.230, Loss: 0.905 Epoch 25 Batch 389/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.922 Epoch 25 Batch 390/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.908 Epoch 25 Batch 391/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.943 Epoch 25 Batch 392/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.950 Epoch 25 Batch 393/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.898 Epoch 25 Batch 394/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.874 Epoch 25 Batch 395/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.876 Epoch 25 Batch 396/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.885 Epoch 25 Batch 397/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.912 Epoch 25 Batch 398/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.934 Epoch 25 Batch 399/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.947 Epoch 25 Batch 400/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.896 Epoch 25 Batch 401/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.870 Epoch 25 Batch 402/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.966 Epoch 25 Batch 403/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.950 Epoch 25 Batch 404/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.915 Epoch 25 Batch 405/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.870 Epoch 25 Batch 406/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.893 Epoch 25 Batch 407/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.882 Epoch 25 Batch 408/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.907 Epoch 25 Batch 409/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.949 Epoch 25 Batch 410/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.938 Epoch 25 Batch 411/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.229, Loss: 0.962 Epoch 25 Batch 412/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.920 Epoch 25 Batch 413/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.858 Epoch 25 Batch 414/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.915 Epoch 25 Batch 415/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.931 Epoch 25 Batch 416/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.940 Epoch 25 Batch 417/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.948 Epoch 25 Batch 418/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.876 Epoch 25 Batch 419/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.951 Epoch 25 Batch 420/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.886 Epoch 25 Batch 421/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.941 Epoch 25 Batch 422/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.929 Epoch 25 Batch 423/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.932 Epoch 25 Batch 424/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.847 Epoch 25 Batch 425/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.228, Loss: 0.946 Epoch 25 Batch 426/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.894 Epoch 25 Batch 427/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.898 Epoch 25 Batch 428/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.228, Loss: 0.893 Epoch 25 Batch 429/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.886 Epoch 25 Batch 430/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.893 Epoch 25 Batch 431/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.881 Epoch 25 Batch 432/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.228, Loss: 0.857 Epoch 25 Batch 433/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.934 Epoch 25 Batch 434/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.939 Epoch 25 Batch 435/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.892 Epoch 25 Batch 436/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.862 Epoch 25 Batch 437/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.902 Epoch 25 Batch 438/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.900 Epoch 25 Batch 439/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.869 Epoch 25 Batch 440/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.875 Epoch 25 Batch 441/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.912 Epoch 25 Batch 442/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.911 Epoch 25 Batch 443/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.909 Epoch 25 Batch 444/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.977 Epoch 25 Batch 445/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.917 Epoch 25 Batch 446/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.884 Epoch 25 Batch 447/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.941 Epoch 25 Batch 448/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.895 Epoch 25 Batch 449/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.952 Epoch 25 Batch 450/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.911 Epoch 25 Batch 451/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.986 Epoch 25 Batch 452/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.950 Epoch 25 Batch 453/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.837 Epoch 25 Batch 454/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.942 Epoch 25 Batch 455/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.229, Loss: 0.895 Epoch 25 Batch 456/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.899 Epoch 25 Batch 457/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.864 Epoch 25 Batch 458/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.229, Loss: 0.932 Epoch 25 Batch 459/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.894 Epoch 25 Batch 460/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.922 Epoch 25 Batch 461/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.876 Epoch 25 Batch 462/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.924 Epoch 25 Batch 463/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.928 Epoch 25 Batch 464/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.229, Loss: 0.845 Epoch 25 Batch 465/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 0.893 Epoch 25 Batch 466/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.978 Epoch 25 Batch 467/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.903 Epoch 25 Batch 468/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.990 Epoch 25 Batch 469/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.919 Epoch 25 Batch 470/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.891 Epoch 25 Batch 471/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.916 Epoch 25 Batch 472/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.891 Epoch 25 Batch 473/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.909 Epoch 25 Batch 474/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.915 Epoch 25 Batch 475/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.228, Loss: 0.897 Epoch 25 Batch 476/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.228, Loss: 0.883 Epoch 25 Batch 477/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.228, Loss: 0.896 Epoch 25 Batch 478/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.228, Loss: 0.958 Epoch 25 Batch 479/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.904 Epoch 25 Batch 480/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.228, Loss: 0.882 Epoch 25 Batch 481/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.857 Epoch 25 Batch 482/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.932 Epoch 25 Batch 483/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.917 Epoch 25 Batch 484/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.863 Epoch 25 Batch 485/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.915 Epoch 25 Batch 486/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.921 Epoch 25 Batch 487/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.921 Epoch 25 Batch 488/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.897 Epoch 25 Batch 489/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.855 Epoch 25 Batch 490/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.903 Epoch 25 Batch 491/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.816 Epoch 25 Batch 492/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.972 Epoch 25 Batch 493/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.863 Epoch 25 Batch 494/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.908 Epoch 25 Batch 495/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.923 Epoch 25 Batch 496/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.934 Epoch 25 Batch 497/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.906 Epoch 25 Batch 498/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.945 Epoch 25 Batch 499/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.229, Loss: 0.899 Epoch 25 Batch 500/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.885 Epoch 25 Batch 501/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.906 Epoch 25 Batch 502/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.934 Epoch 25 Batch 503/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.871 Epoch 25 Batch 504/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.953 Epoch 25 Batch 505/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.857 Epoch 25 Batch 506/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.875 Epoch 25 Batch 507/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.918 Epoch 25 Batch 508/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.893 Epoch 25 Batch 509/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.967 Epoch 25 Batch 510/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.905 Epoch 25 Batch 511/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.900 Epoch 25 Batch 512/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 1.001 Epoch 25 Batch 513/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.882 Epoch 25 Batch 514/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.909 Epoch 25 Batch 515/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.868 Epoch 25 Batch 516/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.899 Epoch 25 Batch 517/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.914 Epoch 25 Batch 518/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.877 Epoch 25 Batch 519/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.837 Epoch 25 Batch 520/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 0.965 Epoch 25 Batch 521/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.823 Epoch 25 Batch 522/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.904 Epoch 25 Batch 523/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.876 Epoch 25 Batch 524/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.877 Epoch 25 Batch 525/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.945 Epoch 25 Batch 526/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.839 Epoch 25 Batch 527/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.929 Epoch 25 Batch 528/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.933 Epoch 25 Batch 529/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.880 Epoch 25 Batch 530/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.922 Epoch 25 Batch 531/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.871 Epoch 25 Batch 532/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.938 Epoch 25 Batch 533/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.956 Epoch 25 Batch 534/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.970 Epoch 25 Batch 535/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.838 Epoch 25 Batch 536/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.911 Epoch 25 Batch 537/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.940 Epoch 25 Batch 538/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.963 Epoch 25 Batch 539/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.911 Epoch 25 Batch 540/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.911 Epoch 25 Batch 541/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.860 Epoch 25 Batch 542/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.946 Epoch 25 Batch 543/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.928 Epoch 25 Batch 544/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.884 Epoch 25 Batch 545/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.920 Epoch 25 Batch 546/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.906 Epoch 25 Batch 547/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.906 Epoch 25 Batch 548/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.871 Epoch 25 Batch 549/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.913 Epoch 25 Batch 550/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.982 Epoch 25 Batch 551/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.909 Epoch 25 Batch 552/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.878 Epoch 25 Batch 553/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.983 Epoch 25 Batch 554/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.932 Epoch 25 Batch 555/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.904 Epoch 25 Batch 556/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.903 Epoch 25 Batch 557/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.957 Epoch 25 Batch 558/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.909 Epoch 25 Batch 559/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.940 Epoch 25 Batch 560/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.864 Epoch 25 Batch 561/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.949 Epoch 25 Batch 562/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.859 Epoch 25 Batch 563/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.867 Epoch 25 Batch 564/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.823 Epoch 25 Batch 565/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.893 Epoch 25 Batch 566/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.882 Epoch 25 Batch 567/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.886 Epoch 25 Batch 568/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.906 Epoch 25 Batch 569/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.882 Epoch 25 Batch 570/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.893 Epoch 25 Batch 571/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.926 Epoch 25 Batch 572/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.922 Epoch 25 Batch 573/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.939 Epoch 25 Batch 574/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.947 Epoch 25 Batch 575/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.903 Epoch 25 Batch 576/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.909 Epoch 25 Batch 577/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.932 Epoch 25 Batch 578/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.879 Epoch 25 Batch 579/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.858 Epoch 25 Batch 580/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.889 Epoch 25 Batch 581/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.906 Epoch 25 Batch 582/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.916 Epoch 25 Batch 583/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.957 Epoch 25 Batch 584/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.854 Epoch 25 Batch 585/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.877 Epoch 25 Batch 586/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.229, Loss: 0.896 Epoch 25 Batch 587/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.908 Epoch 25 Batch 588/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.882 Epoch 25 Batch 589/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.942 Epoch 25 Batch 590/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.892 Epoch 25 Batch 591/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.229, Loss: 0.956 Epoch 25 Batch 592/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.938 Epoch 25 Batch 593/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.951 Epoch 25 Batch 594/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.940 Epoch 25 Batch 595/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.843 Epoch 25 Batch 596/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.913 Epoch 25 Batch 597/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.229, Loss: 0.909 Epoch 25 Batch 598/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.877 Epoch 25 Batch 599/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.911 Epoch 25 Batch 600/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.881 Epoch 25 Batch 601/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.966 Epoch 25 Batch 602/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.884 Epoch 25 Batch 603/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.873 Epoch 25 Batch 604/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.886 Epoch 25 Batch 605/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.876 Epoch 25 Batch 606/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.864 Epoch 25 Batch 607/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.229, Loss: 0.863 Epoch 25 Batch 608/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.905 Epoch 25 Batch 609/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.936 Epoch 25 Batch 610/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.868 Epoch 25 Batch 611/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.910 Epoch 25 Batch 612/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.891 Epoch 25 Batch 613/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.864 Epoch 25 Batch 614/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.897 Epoch 25 Batch 615/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.898 Epoch 25 Batch 616/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.939 Epoch 25 Batch 617/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.903 Epoch 25 Batch 618/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.968 Epoch 25 Batch 619/1077 - Train Accuracy: 0.102, Validation Accuracy: 0.229, Loss: 0.899 Epoch 25 Batch 620/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.796 Epoch 25 Batch 621/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.951 Epoch 25 Batch 622/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.921 Epoch 25 Batch 623/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.882 Epoch 25 Batch 624/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.878 Epoch 25 Batch 625/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.902 Epoch 25 Batch 626/1077 - Train Accuracy: 0.222, Validation Accuracy: 0.229, Loss: 0.903 Epoch 25 Batch 627/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.842 Epoch 25 Batch 628/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.888 Epoch 25 Batch 629/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.927 Epoch 25 Batch 630/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.905 Epoch 25 Batch 631/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.908 Epoch 25 Batch 632/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.894 Epoch 25 Batch 633/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.939 Epoch 25 Batch 634/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.887 Epoch 25 Batch 635/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 0.918 Epoch 25 Batch 636/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.845 Epoch 25 Batch 637/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.914 Epoch 25 Batch 638/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.885 Epoch 25 Batch 639/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.948 Epoch 25 Batch 640/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.890 Epoch 25 Batch 641/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.912 Epoch 25 Batch 642/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.895 Epoch 25 Batch 643/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.920 Epoch 25 Batch 644/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.904 Epoch 25 Batch 645/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.849 Epoch 25 Batch 646/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.229, Loss: 0.882 Epoch 25 Batch 647/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.943 Epoch 25 Batch 648/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.958 Epoch 25 Batch 649/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.883 Epoch 25 Batch 650/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.950 Epoch 25 Batch 651/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.832 Epoch 25 Batch 652/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.947 Epoch 25 Batch 653/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.895 Epoch 25 Batch 654/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.926 Epoch 25 Batch 655/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.916 Epoch 25 Batch 656/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.845 Epoch 25 Batch 657/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.909 Epoch 25 Batch 658/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.923 Epoch 25 Batch 659/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.935 Epoch 25 Batch 660/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.899 Epoch 25 Batch 661/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.909 Epoch 25 Batch 662/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.931 Epoch 25 Batch 663/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.971 Epoch 25 Batch 664/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.228, Loss: 0.920 Epoch 25 Batch 665/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.915 Epoch 25 Batch 666/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.228, Loss: 0.904 Epoch 25 Batch 667/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.228, Loss: 0.876 Epoch 25 Batch 668/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.867 Epoch 25 Batch 669/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.228, Loss: 0.935 Epoch 25 Batch 670/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.228, Loss: 0.934 Epoch 25 Batch 671/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.884 Epoch 25 Batch 672/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.882 Epoch 25 Batch 673/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.952 Epoch 25 Batch 674/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.917 Epoch 25 Batch 675/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.931 Epoch 25 Batch 676/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 0.870 Epoch 25 Batch 677/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.928 Epoch 25 Batch 678/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.932 Epoch 25 Batch 679/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.873 Epoch 25 Batch 680/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.884 Epoch 25 Batch 681/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.942 Epoch 25 Batch 682/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.230, Loss: 0.978 Epoch 25 Batch 683/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.873 Epoch 25 Batch 684/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.863 Epoch 25 Batch 685/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.938 Epoch 25 Batch 686/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.906 Epoch 25 Batch 687/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.904 Epoch 25 Batch 688/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.914 Epoch 25 Batch 689/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.870 Epoch 25 Batch 690/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.945 Epoch 25 Batch 691/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.873 Epoch 25 Batch 692/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.893 Epoch 25 Batch 693/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.229, Loss: 0.927 Epoch 25 Batch 694/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.860 Epoch 25 Batch 695/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.913 Epoch 25 Batch 696/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.905 Epoch 25 Batch 697/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.928 Epoch 25 Batch 698/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.869 Epoch 25 Batch 699/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.853 Epoch 25 Batch 700/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.887 Epoch 25 Batch 701/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.921 Epoch 25 Batch 702/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.918 Epoch 25 Batch 703/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.942 Epoch 25 Batch 704/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.842 Epoch 25 Batch 705/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.956 Epoch 25 Batch 706/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.927 Epoch 25 Batch 707/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.883 Epoch 25 Batch 708/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.876 Epoch 25 Batch 709/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.923 Epoch 25 Batch 710/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.920 Epoch 25 Batch 711/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.932 Epoch 25 Batch 712/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.921 Epoch 25 Batch 713/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.229, Loss: 0.904 Epoch 25 Batch 714/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.229, Loss: 0.933 Epoch 25 Batch 715/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.912 Epoch 25 Batch 716/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.883 Epoch 25 Batch 717/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.904 Epoch 25 Batch 718/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.903 Epoch 25 Batch 719/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.885 Epoch 25 Batch 720/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.909 Epoch 25 Batch 721/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.881 Epoch 25 Batch 722/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.898 Epoch 25 Batch 723/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.853 Epoch 25 Batch 724/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.859 Epoch 25 Batch 725/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.921 Epoch 25 Batch 726/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.986 Epoch 25 Batch 727/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.868 Epoch 25 Batch 728/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.926 Epoch 25 Batch 729/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.934 Epoch 25 Batch 730/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.944 Epoch 25 Batch 731/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.913 Epoch 25 Batch 732/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.904 Epoch 25 Batch 733/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.952 Epoch 25 Batch 734/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.878 Epoch 25 Batch 735/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.854 Epoch 25 Batch 736/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.844 Epoch 25 Batch 737/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.894 Epoch 25 Batch 738/1077 - Train Accuracy: 0.287, Validation Accuracy: 0.229, Loss: 0.939 Epoch 25 Batch 739/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.959 Epoch 25 Batch 740/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.828 Epoch 25 Batch 741/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.935 Epoch 25 Batch 742/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.865 Epoch 25 Batch 743/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.940 Epoch 25 Batch 744/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.229, Loss: 0.881 Epoch 25 Batch 745/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.925 Epoch 25 Batch 746/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.909 Epoch 25 Batch 747/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.874 Epoch 25 Batch 748/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.229, Loss: 0.869 Epoch 25 Batch 749/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.889 Epoch 25 Batch 750/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.917 Epoch 25 Batch 751/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.935 Epoch 25 Batch 752/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.921 Epoch 25 Batch 753/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.826 Epoch 25 Batch 754/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.961 Epoch 25 Batch 755/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.937 Epoch 25 Batch 756/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.923 Epoch 25 Batch 757/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.896 Epoch 25 Batch 758/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.928 Epoch 25 Batch 759/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.858 Epoch 25 Batch 760/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.865 Epoch 25 Batch 761/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.840 Epoch 25 Batch 762/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.855 Epoch 25 Batch 763/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.926 Epoch 25 Batch 764/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.956 Epoch 25 Batch 765/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.933 Epoch 25 Batch 766/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.923 Epoch 25 Batch 767/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.938 Epoch 25 Batch 768/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.876 Epoch 25 Batch 769/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.919 Epoch 25 Batch 770/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.877 Epoch 25 Batch 771/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.930 Epoch 25 Batch 772/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.947 Epoch 25 Batch 773/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.896 Epoch 25 Batch 774/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.913 Epoch 25 Batch 775/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.837 Epoch 25 Batch 776/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.897 Epoch 25 Batch 777/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.885 Epoch 25 Batch 778/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.889 Epoch 25 Batch 779/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.869 Epoch 25 Batch 780/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.957 Epoch 25 Batch 781/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.229, Loss: 0.911 Epoch 25 Batch 782/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.918 Epoch 25 Batch 783/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.960 Epoch 25 Batch 784/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.942 Epoch 25 Batch 785/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.909 Epoch 25 Batch 786/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.908 Epoch 25 Batch 787/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.916 Epoch 25 Batch 788/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.926 Epoch 25 Batch 789/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.933 Epoch 25 Batch 790/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.841 Epoch 25 Batch 791/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.887 Epoch 25 Batch 792/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.942 Epoch 25 Batch 793/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.960 Epoch 25 Batch 794/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.856 Epoch 25 Batch 795/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.868 Epoch 25 Batch 796/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.951 Epoch 25 Batch 797/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.987 Epoch 25 Batch 798/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.935 Epoch 25 Batch 799/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.229, Loss: 0.908 Epoch 25 Batch 800/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.905 Epoch 25 Batch 801/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.897 Epoch 25 Batch 802/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.905 Epoch 25 Batch 803/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.889 Epoch 25 Batch 804/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.946 Epoch 25 Batch 805/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.941 Epoch 25 Batch 806/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 0.868 Epoch 25 Batch 807/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.893 Epoch 25 Batch 808/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.922 Epoch 25 Batch 809/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.835 Epoch 25 Batch 810/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.847 Epoch 25 Batch 811/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.912 Epoch 25 Batch 812/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.975 Epoch 25 Batch 813/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.902 Epoch 25 Batch 814/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.902 Epoch 25 Batch 815/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.864 Epoch 25 Batch 816/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.974 Epoch 25 Batch 817/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.938 Epoch 25 Batch 818/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.905 Epoch 25 Batch 819/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.941 Epoch 25 Batch 820/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.968 Epoch 25 Batch 821/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.898 Epoch 25 Batch 822/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.888 Epoch 25 Batch 823/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.868 Epoch 25 Batch 824/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.883 Epoch 25 Batch 825/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.890 Epoch 25 Batch 826/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.824 Epoch 25 Batch 827/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.862 Epoch 25 Batch 828/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.851 Epoch 25 Batch 829/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.920 Epoch 25 Batch 830/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.917 Epoch 25 Batch 831/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.229, Loss: 0.990 Epoch 25 Batch 832/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.901 Epoch 25 Batch 833/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.933 Epoch 25 Batch 834/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.229, Loss: 0.869 Epoch 25 Batch 835/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.963 Epoch 25 Batch 836/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.965 Epoch 25 Batch 837/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.930 Epoch 25 Batch 838/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.899 Epoch 25 Batch 839/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.889 Epoch 25 Batch 840/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.953 Epoch 25 Batch 841/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.927 Epoch 25 Batch 842/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.881 Epoch 25 Batch 843/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.839 Epoch 25 Batch 844/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.919 Epoch 25 Batch 845/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.894 Epoch 25 Batch 846/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 1.023 Epoch 25 Batch 847/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.923 Epoch 25 Batch 848/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.939 Epoch 25 Batch 849/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.877 Epoch 25 Batch 850/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.928 Epoch 25 Batch 851/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.891 Epoch 25 Batch 852/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.897 Epoch 25 Batch 853/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.892 Epoch 25 Batch 854/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.958 Epoch 25 Batch 855/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.902 Epoch 25 Batch 856/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.875 Epoch 25 Batch 857/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.874 Epoch 25 Batch 858/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.916 Epoch 25 Batch 859/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.229, Loss: 0.877 Epoch 25 Batch 860/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.228, Loss: 0.892 Epoch 25 Batch 861/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.832 Epoch 25 Batch 862/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.899 Epoch 25 Batch 863/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.895 Epoch 25 Batch 864/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.916 Epoch 25 Batch 865/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.229, Loss: 0.905 Epoch 25 Batch 866/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.940 Epoch 25 Batch 867/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.970 Epoch 25 Batch 868/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.964 Epoch 25 Batch 869/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.927 Epoch 25 Batch 870/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.229, Loss: 0.973 Epoch 25 Batch 871/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.897 Epoch 25 Batch 872/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.998 Epoch 25 Batch 873/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.919 Epoch 25 Batch 874/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.900 Epoch 25 Batch 875/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.849 Epoch 25 Batch 876/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.891 Epoch 25 Batch 877/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.937 Epoch 25 Batch 878/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.916 Epoch 25 Batch 879/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.926 Epoch 25 Batch 880/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.963 Epoch 25 Batch 881/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.871 Epoch 25 Batch 882/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.954 Epoch 25 Batch 883/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.872 Epoch 25 Batch 884/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.923 Epoch 25 Batch 885/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.229, Loss: 0.860 Epoch 25 Batch 886/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.940 Epoch 25 Batch 887/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.894 Epoch 25 Batch 888/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.229, Loss: 0.880 Epoch 25 Batch 889/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.906 Epoch 25 Batch 890/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.229, Loss: 0.878 Epoch 25 Batch 891/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.956 Epoch 25 Batch 892/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.913 Epoch 25 Batch 893/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.900 Epoch 25 Batch 894/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.912 Epoch 25 Batch 895/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.908 Epoch 25 Batch 896/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.904 Epoch 25 Batch 897/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.862 Epoch 25 Batch 898/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.883 Epoch 25 Batch 899/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.909 Epoch 25 Batch 900/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.873 Epoch 25 Batch 901/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.902 Epoch 25 Batch 902/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.950 Epoch 25 Batch 903/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.900 Epoch 25 Batch 904/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.892 Epoch 25 Batch 905/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.862 Epoch 25 Batch 906/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.888 Epoch 25 Batch 907/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.882 Epoch 25 Batch 908/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.927 Epoch 25 Batch 909/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.921 Epoch 25 Batch 910/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.922 Epoch 25 Batch 911/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.229, Loss: 0.867 Epoch 25 Batch 912/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.891 Epoch 25 Batch 913/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.903 Epoch 25 Batch 914/1077 - Train Accuracy: 0.296, Validation Accuracy: 0.229, Loss: 0.923 Epoch 25 Batch 915/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.887 Epoch 25 Batch 916/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.887 Epoch 25 Batch 917/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.927 Epoch 25 Batch 918/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.229, Loss: 0.943 Epoch 25 Batch 919/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.229, Loss: 0.919 Epoch 25 Batch 920/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.875 Epoch 25 Batch 921/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.899 Epoch 25 Batch 922/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.868 Epoch 25 Batch 923/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.229, Loss: 0.887 Epoch 25 Batch 924/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.229, Loss: 0.975 Epoch 25 Batch 925/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.866 Epoch 25 Batch 926/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.937 Epoch 25 Batch 927/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.912 Epoch 25 Batch 928/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.902 Epoch 25 Batch 929/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.890 Epoch 25 Batch 930/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.853 Epoch 25 Batch 931/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.907 Epoch 25 Batch 932/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.894 Epoch 25 Batch 933/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.910 Epoch 25 Batch 934/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.888 Epoch 25 Batch 935/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.861 Epoch 25 Batch 936/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.913 Epoch 25 Batch 937/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.885 Epoch 25 Batch 938/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.925 Epoch 25 Batch 939/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.900 Epoch 25 Batch 940/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.933 Epoch 25 Batch 941/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.882 Epoch 25 Batch 942/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.796 Epoch 25 Batch 943/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.904 Epoch 25 Batch 944/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.906 Epoch 25 Batch 945/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.893 Epoch 25 Batch 946/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.937 Epoch 25 Batch 947/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.894 Epoch 25 Batch 948/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.897 Epoch 25 Batch 949/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.229, Loss: 0.912 Epoch 25 Batch 950/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.925 Epoch 25 Batch 951/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.901 Epoch 25 Batch 952/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.831 Epoch 25 Batch 953/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.946 Epoch 25 Batch 954/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.950 Epoch 25 Batch 955/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.924 Epoch 25 Batch 956/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.851 Epoch 25 Batch 957/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.906 Epoch 25 Batch 958/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.880 Epoch 25 Batch 959/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.916 Epoch 25 Batch 960/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.943 Epoch 25 Batch 961/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.903 Epoch 25 Batch 962/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.887 Epoch 25 Batch 963/1077 - Train Accuracy: 0.068, Validation Accuracy: 0.229, Loss: 0.918 Epoch 25 Batch 964/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.874 Epoch 25 Batch 965/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.230, Loss: 0.902 Epoch 25 Batch 966/1077 - Train Accuracy: 0.261, Validation Accuracy: 0.230, Loss: 0.923 Epoch 25 Batch 967/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.900 Epoch 25 Batch 968/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.929 Epoch 25 Batch 969/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.881 Epoch 25 Batch 970/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.857 Epoch 25 Batch 971/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.917 Epoch 25 Batch 972/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.949 Epoch 25 Batch 973/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.847 Epoch 25 Batch 974/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.810 Epoch 25 Batch 975/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.229, Loss: 0.907 Epoch 25 Batch 976/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.907 Epoch 25 Batch 977/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.807 Epoch 25 Batch 978/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.951 Epoch 25 Batch 979/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.229, Loss: 0.898 Epoch 25 Batch 980/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.900 Epoch 25 Batch 981/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.877 Epoch 25 Batch 982/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.877 Epoch 25 Batch 983/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 0.877 Epoch 25 Batch 984/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.905 Epoch 25 Batch 985/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.229, Loss: 0.951 Epoch 25 Batch 986/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.831 Epoch 25 Batch 987/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.940 Epoch 25 Batch 988/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.229, Loss: 0.911 Epoch 25 Batch 989/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.918 Epoch 25 Batch 990/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.229, Loss: 0.898 Epoch 25 Batch 991/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.857 Epoch 25 Batch 992/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.855 Epoch 25 Batch 993/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.893 Epoch 25 Batch 994/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.906 Epoch 25 Batch 995/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.919 Epoch 25 Batch 996/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.910 Epoch 25 Batch 997/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.230, Loss: 0.883 Epoch 25 Batch 998/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.915 Epoch 25 Batch 999/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.983 Epoch 25 Batch 1000/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.943 Epoch 25 Batch 1001/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.229, Loss: 0.964 Epoch 25 Batch 1002/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.229, Loss: 0.867 Epoch 25 Batch 1003/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.950 Epoch 25 Batch 1004/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.884 Epoch 25 Batch 1005/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.950 Epoch 25 Batch 1006/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.857 Epoch 25 Batch 1007/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.842 Epoch 25 Batch 1008/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.925 Epoch 25 Batch 1009/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.964 Epoch 25 Batch 1010/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.855 Epoch 25 Batch 1011/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.900 Epoch 25 Batch 1012/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.844 Epoch 25 Batch 1013/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.851 Epoch 25 Batch 1014/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.910 Epoch 25 Batch 1015/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.947 Epoch 25 Batch 1016/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.911 Epoch 25 Batch 1017/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.229, Loss: 0.939 Epoch 25 Batch 1018/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.889 Epoch 25 Batch 1019/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.873 Epoch 25 Batch 1020/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.924 Epoch 25 Batch 1021/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.903 Epoch 25 Batch 1022/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.964 Epoch 25 Batch 1023/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.229, Loss: 0.863 Epoch 25 Batch 1024/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.999 Epoch 25 Batch 1025/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.925 Epoch 25 Batch 1026/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.931 Epoch 25 Batch 1027/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.884 Epoch 25 Batch 1028/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.229, Loss: 0.886 Epoch 25 Batch 1029/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.901 Epoch 25 Batch 1030/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.968 Epoch 25 Batch 1031/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.904 Epoch 25 Batch 1032/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.954 Epoch 25 Batch 1033/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.878 Epoch 25 Batch 1034/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.916 Epoch 25 Batch 1035/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.858 Epoch 25 Batch 1036/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.908 Epoch 25 Batch 1037/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.230, Loss: 0.915 Epoch 25 Batch 1038/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.926 Epoch 25 Batch 1039/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.887 Epoch 25 Batch 1040/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.927 Epoch 25 Batch 1041/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.881 Epoch 25 Batch 1042/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.886 Epoch 25 Batch 1043/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.229, Loss: 0.914 Epoch 25 Batch 1044/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.962 Epoch 25 Batch 1045/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.909 Epoch 25 Batch 1046/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.837 Epoch 25 Batch 1047/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.893 Epoch 25 Batch 1048/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.990 Epoch 25 Batch 1049/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.916 Epoch 25 Batch 1050/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.918 Epoch 25 Batch 1051/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.878 Epoch 25 Batch 1052/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.877 Epoch 25 Batch 1053/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.962 Epoch 25 Batch 1054/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.992 Epoch 25 Batch 1055/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.968 Epoch 25 Batch 1056/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.907 Epoch 25 Batch 1057/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.906 Epoch 25 Batch 1058/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.924 Epoch 25 Batch 1059/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.876 Epoch 25 Batch 1060/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.907 Epoch 25 Batch 1061/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.867 Epoch 25 Batch 1062/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.974 Epoch 25 Batch 1063/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.975 Epoch 25 Batch 1064/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.901 Epoch 25 Batch 1065/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.957 Epoch 25 Batch 1066/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.884 Epoch 25 Batch 1067/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.903 Epoch 25 Batch 1068/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.886 Epoch 25 Batch 1069/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.943 Epoch 25 Batch 1070/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.952 Epoch 25 Batch 1071/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.851 Epoch 25 Batch 1072/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.940 Epoch 25 Batch 1073/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.964 Epoch 25 Batch 1074/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.974 Epoch 25 Batch 1075/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.907 Epoch 26 Batch 0/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.941 Epoch 26 Batch 1/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.877 Epoch 26 Batch 2/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.229, Loss: 0.859 Epoch 26 Batch 3/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.941 Epoch 26 Batch 4/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.856 Epoch 26 Batch 5/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.854 Epoch 26 Batch 6/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.951 Epoch 26 Batch 7/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.229, Loss: 0.959 Epoch 26 Batch 8/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.929 Epoch 26 Batch 9/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.925 Epoch 26 Batch 10/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.229, Loss: 0.911 Epoch 26 Batch 11/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.909 Epoch 26 Batch 12/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.875 Epoch 26 Batch 13/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.229, Loss: 0.897 Epoch 26 Batch 14/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.901 Epoch 26 Batch 15/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.889 Epoch 26 Batch 16/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.944 Epoch 26 Batch 17/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.896 Epoch 26 Batch 18/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.905 Epoch 26 Batch 19/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.941 Epoch 26 Batch 20/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.865 Epoch 26 Batch 21/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.887 Epoch 26 Batch 22/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.897 Epoch 26 Batch 23/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.922 Epoch 26 Batch 24/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.886 Epoch 26 Batch 25/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.879 Epoch 26 Batch 26/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.940 Epoch 26 Batch 27/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.842 Epoch 26 Batch 28/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.868 Epoch 26 Batch 29/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.951 Epoch 26 Batch 30/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.919 Epoch 26 Batch 31/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.905 Epoch 26 Batch 32/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.865 Epoch 26 Batch 33/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.892 Epoch 26 Batch 34/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.852 Epoch 26 Batch 35/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.927 Epoch 26 Batch 36/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.868 Epoch 26 Batch 37/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.888 Epoch 26 Batch 38/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.856 Epoch 26 Batch 39/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.891 Epoch 26 Batch 40/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.864 Epoch 26 Batch 41/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.929 Epoch 26 Batch 42/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.927 Epoch 26 Batch 43/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.832 Epoch 26 Batch 44/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.885 Epoch 26 Batch 45/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.930 Epoch 26 Batch 46/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.918 Epoch 26 Batch 47/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.855 Epoch 26 Batch 48/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.913 Epoch 26 Batch 49/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.229, Loss: 0.964 Epoch 26 Batch 50/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.872 Epoch 26 Batch 51/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.919 Epoch 26 Batch 52/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.925 Epoch 26 Batch 53/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.230, Loss: 0.951 Epoch 26 Batch 54/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.919 Epoch 26 Batch 55/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.908 Epoch 26 Batch 56/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.878 Epoch 26 Batch 57/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.230, Loss: 0.895 Epoch 26 Batch 58/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.856 Epoch 26 Batch 59/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.947 Epoch 26 Batch 60/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.860 Epoch 26 Batch 61/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.878 Epoch 26 Batch 62/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.910 Epoch 26 Batch 63/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.931 Epoch 26 Batch 64/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.926 Epoch 26 Batch 65/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.835 Epoch 26 Batch 66/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.230, Loss: 0.849 Epoch 26 Batch 67/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.945 Epoch 26 Batch 68/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.917 Epoch 26 Batch 69/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.869 Epoch 26 Batch 70/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.922 Epoch 26 Batch 71/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.890 Epoch 26 Batch 72/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.902 Epoch 26 Batch 73/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.933 Epoch 26 Batch 74/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.778 Epoch 26 Batch 75/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.929 Epoch 26 Batch 76/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.929 Epoch 26 Batch 77/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.914 Epoch 26 Batch 78/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.230, Loss: 0.931 Epoch 26 Batch 79/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.858 Epoch 26 Batch 80/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.964 Epoch 26 Batch 81/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.230, Loss: 0.904 Epoch 26 Batch 82/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.230, Loss: 0.886 Epoch 26 Batch 83/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.965 Epoch 26 Batch 84/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.929 Epoch 26 Batch 85/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.798 Epoch 26 Batch 86/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.889 Epoch 26 Batch 87/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.888 Epoch 26 Batch 88/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.938 Epoch 26 Batch 89/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.963 Epoch 26 Batch 90/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.841 Epoch 26 Batch 91/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.902 Epoch 26 Batch 92/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.968 Epoch 26 Batch 93/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.923 Epoch 26 Batch 94/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.898 Epoch 26 Batch 95/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.909 Epoch 26 Batch 96/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.901 Epoch 26 Batch 97/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.911 Epoch 26 Batch 98/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.898 Epoch 26 Batch 99/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.950 Epoch 26 Batch 100/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.874 Epoch 26 Batch 101/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.844 Epoch 26 Batch 102/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.881 Epoch 26 Batch 103/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.895 Epoch 26 Batch 104/1077 - Train Accuracy: 0.100, Validation Accuracy: 0.229, Loss: 0.823 Epoch 26 Batch 105/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.944 Epoch 26 Batch 106/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.229, Loss: 0.914 Epoch 26 Batch 107/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.904 Epoch 26 Batch 108/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.229, Loss: 0.896 Epoch 26 Batch 109/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.907 Epoch 26 Batch 110/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.228, Loss: 0.861 Epoch 26 Batch 111/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.895 Epoch 26 Batch 112/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.949 Epoch 26 Batch 113/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.879 Epoch 26 Batch 114/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.927 Epoch 26 Batch 115/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.906 Epoch 26 Batch 116/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.900 Epoch 26 Batch 117/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.852 Epoch 26 Batch 118/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.229, Loss: 0.849 Epoch 26 Batch 119/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.868 Epoch 26 Batch 120/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.954 Epoch 26 Batch 121/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.918 Epoch 26 Batch 122/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.901 Epoch 26 Batch 123/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.903 Epoch 26 Batch 124/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.993 Epoch 26 Batch 125/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.932 Epoch 26 Batch 126/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.921 Epoch 26 Batch 127/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.888 Epoch 26 Batch 128/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.869 Epoch 26 Batch 129/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.918 Epoch 26 Batch 130/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.893 Epoch 26 Batch 131/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.894 Epoch 26 Batch 132/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.869 Epoch 26 Batch 133/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.886 Epoch 26 Batch 134/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.974 Epoch 26 Batch 135/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 0.910 Epoch 26 Batch 136/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.929 Epoch 26 Batch 137/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.927 Epoch 26 Batch 138/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.869 Epoch 26 Batch 139/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.902 Epoch 26 Batch 140/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.906 Epoch 26 Batch 141/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.893 Epoch 26 Batch 142/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.868 Epoch 26 Batch 143/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.926 Epoch 26 Batch 144/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.934 Epoch 26 Batch 145/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.930 Epoch 26 Batch 146/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.946 Epoch 26 Batch 147/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.963 Epoch 26 Batch 148/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.886 Epoch 26 Batch 149/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.958 Epoch 26 Batch 150/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.843 Epoch 26 Batch 151/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.950 Epoch 26 Batch 152/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.960 Epoch 26 Batch 153/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.901 Epoch 26 Batch 154/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.914 Epoch 26 Batch 155/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.869 Epoch 26 Batch 156/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.886 Epoch 26 Batch 157/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.924 Epoch 26 Batch 158/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.894 Epoch 26 Batch 159/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.913 Epoch 26 Batch 160/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.923 Epoch 26 Batch 161/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.854 Epoch 26 Batch 162/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.911 Epoch 26 Batch 163/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.888 Epoch 26 Batch 164/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.904 Epoch 26 Batch 165/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.905 Epoch 26 Batch 166/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.923 Epoch 26 Batch 167/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.888 Epoch 26 Batch 168/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.891 Epoch 26 Batch 169/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.865 Epoch 26 Batch 170/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.914 Epoch 26 Batch 171/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.229, Loss: 0.845 Epoch 26 Batch 172/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.891 Epoch 26 Batch 173/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 0.907 Epoch 26 Batch 174/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.918 Epoch 26 Batch 175/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.903 Epoch 26 Batch 176/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.890 Epoch 26 Batch 177/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.906 Epoch 26 Batch 178/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.936 Epoch 26 Batch 179/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.229, Loss: 0.866 Epoch 26 Batch 180/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.899 Epoch 26 Batch 181/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.939 Epoch 26 Batch 182/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.889 Epoch 26 Batch 183/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.954 Epoch 26 Batch 184/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.855 Epoch 26 Batch 185/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.947 Epoch 26 Batch 186/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.919 Epoch 26 Batch 187/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.847 Epoch 26 Batch 188/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.889 Epoch 26 Batch 189/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.920 Epoch 26 Batch 190/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.877 Epoch 26 Batch 191/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.229, Loss: 0.929 Epoch 26 Batch 192/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.926 Epoch 26 Batch 193/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.877 Epoch 26 Batch 194/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.916 Epoch 26 Batch 195/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.872 Epoch 26 Batch 196/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.860 Epoch 26 Batch 197/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.925 Epoch 26 Batch 198/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.905 Epoch 26 Batch 199/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.879 Epoch 26 Batch 200/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.905 Epoch 26 Batch 201/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.914 Epoch 26 Batch 202/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.902 Epoch 26 Batch 203/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.944 Epoch 26 Batch 204/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.940 Epoch 26 Batch 205/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.874 Epoch 26 Batch 206/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.908 Epoch 26 Batch 207/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.893 Epoch 26 Batch 208/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.888 Epoch 26 Batch 209/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.922 Epoch 26 Batch 210/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.902 Epoch 26 Batch 211/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.881 Epoch 26 Batch 212/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.893 Epoch 26 Batch 213/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.863 Epoch 26 Batch 214/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.885 Epoch 26 Batch 215/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.932 Epoch 26 Batch 216/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.924 Epoch 26 Batch 217/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.854 Epoch 26 Batch 218/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.229, Loss: 0.894 Epoch 26 Batch 219/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.229, Loss: 0.890 Epoch 26 Batch 220/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.919 Epoch 26 Batch 221/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.883 Epoch 26 Batch 222/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.891 Epoch 26 Batch 223/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.869 Epoch 26 Batch 224/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.906 Epoch 26 Batch 225/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.938 Epoch 26 Batch 226/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.933 Epoch 26 Batch 227/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.921 Epoch 26 Batch 228/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.884 Epoch 26 Batch 229/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.965 Epoch 26 Batch 230/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.937 Epoch 26 Batch 231/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.914 Epoch 26 Batch 232/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.903 Epoch 26 Batch 233/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.934 Epoch 26 Batch 234/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.960 Epoch 26 Batch 235/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.911 Epoch 26 Batch 236/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.922 Epoch 26 Batch 237/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.835 Epoch 26 Batch 238/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.896 Epoch 26 Batch 239/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.976 Epoch 26 Batch 240/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.928 Epoch 26 Batch 241/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.874 Epoch 26 Batch 242/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.878 Epoch 26 Batch 243/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.908 Epoch 26 Batch 244/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.230, Loss: 0.878 Epoch 26 Batch 245/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.901 Epoch 26 Batch 246/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.909 Epoch 26 Batch 247/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.863 Epoch 26 Batch 248/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.888 Epoch 26 Batch 249/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.908 Epoch 26 Batch 250/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.230, Loss: 0.933 Epoch 26 Batch 251/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.910 Epoch 26 Batch 252/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.915 Epoch 26 Batch 253/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.229, Loss: 0.905 Epoch 26 Batch 254/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.928 Epoch 26 Batch 255/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.229, Loss: 0.898 Epoch 26 Batch 256/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.857 Epoch 26 Batch 257/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.944 Epoch 26 Batch 258/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.884 Epoch 26 Batch 259/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.945 Epoch 26 Batch 260/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.901 Epoch 26 Batch 261/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.230, Loss: 0.900 Epoch 26 Batch 262/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.898 Epoch 26 Batch 263/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.919 Epoch 26 Batch 264/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.849 Epoch 26 Batch 265/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.897 Epoch 26 Batch 266/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.919 Epoch 26 Batch 267/1077 - Train Accuracy: 0.221, Validation Accuracy: 0.229, Loss: 0.964 Epoch 26 Batch 268/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.967 Epoch 26 Batch 269/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.882 Epoch 26 Batch 270/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.888 Epoch 26 Batch 271/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.941 Epoch 26 Batch 272/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.889 Epoch 26 Batch 273/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.919 Epoch 26 Batch 274/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.882 Epoch 26 Batch 275/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.949 Epoch 26 Batch 276/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.906 Epoch 26 Batch 277/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.886 Epoch 26 Batch 278/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.951 Epoch 26 Batch 279/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.887 Epoch 26 Batch 280/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.893 Epoch 26 Batch 281/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.880 Epoch 26 Batch 282/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.919 Epoch 26 Batch 283/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.929 Epoch 26 Batch 284/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.880 Epoch 26 Batch 285/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.905 Epoch 26 Batch 286/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.915 Epoch 26 Batch 287/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.932 Epoch 26 Batch 288/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.885 Epoch 26 Batch 289/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.879 Epoch 26 Batch 290/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.888 Epoch 26 Batch 291/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.887 Epoch 26 Batch 292/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.859 Epoch 26 Batch 293/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.938 Epoch 26 Batch 294/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.229, Loss: 0.892 Epoch 26 Batch 295/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.895 Epoch 26 Batch 296/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.936 Epoch 26 Batch 297/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.886 Epoch 26 Batch 298/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.975 Epoch 26 Batch 299/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.975 Epoch 26 Batch 300/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.890 Epoch 26 Batch 301/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.893 Epoch 26 Batch 302/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.893 Epoch 26 Batch 303/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.229, Loss: 0.938 Epoch 26 Batch 304/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.875 Epoch 26 Batch 305/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.898 Epoch 26 Batch 306/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.818 Epoch 26 Batch 307/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.917 Epoch 26 Batch 308/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.894 Epoch 26 Batch 309/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.913 Epoch 26 Batch 310/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.876 Epoch 26 Batch 311/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.229, Loss: 0.914 Epoch 26 Batch 312/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.930 Epoch 26 Batch 313/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.941 Epoch 26 Batch 314/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.910 Epoch 26 Batch 315/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.828 Epoch 26 Batch 316/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.913 Epoch 26 Batch 317/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.229, Loss: 0.894 Epoch 26 Batch 318/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.900 Epoch 26 Batch 319/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.895 Epoch 26 Batch 320/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.976 Epoch 26 Batch 321/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.924 Epoch 26 Batch 322/1077 - Train Accuracy: 0.180, Validation Accuracy: 0.229, Loss: 0.883 Epoch 26 Batch 323/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.880 Epoch 26 Batch 324/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.951 Epoch 26 Batch 325/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.909 Epoch 26 Batch 326/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.886 Epoch 26 Batch 327/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.935 Epoch 26 Batch 328/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.943 Epoch 26 Batch 329/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.875 Epoch 26 Batch 330/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.929 Epoch 26 Batch 331/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.229, Loss: 0.865 Epoch 26 Batch 332/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.962 Epoch 26 Batch 333/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.922 Epoch 26 Batch 334/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.872 Epoch 26 Batch 335/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.854 Epoch 26 Batch 336/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.930 Epoch 26 Batch 337/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.966 Epoch 26 Batch 338/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.905 Epoch 26 Batch 339/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.861 Epoch 26 Batch 340/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.911 Epoch 26 Batch 341/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.869 Epoch 26 Batch 342/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.888 Epoch 26 Batch 343/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.961 Epoch 26 Batch 344/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.948 Epoch 26 Batch 345/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.941 Epoch 26 Batch 346/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.923 Epoch 26 Batch 347/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.879 Epoch 26 Batch 348/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.838 Epoch 26 Batch 349/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.896 Epoch 26 Batch 350/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.881 Epoch 26 Batch 351/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.880 Epoch 26 Batch 352/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.972 Epoch 26 Batch 353/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.885 Epoch 26 Batch 354/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.922 Epoch 26 Batch 355/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.870 Epoch 26 Batch 356/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.889 Epoch 26 Batch 357/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.932 Epoch 26 Batch 358/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.997 Epoch 26 Batch 359/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.858 Epoch 26 Batch 360/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.878 Epoch 26 Batch 361/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.228, Loss: 0.915 Epoch 26 Batch 362/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.228, Loss: 0.867 Epoch 26 Batch 363/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.921 Epoch 26 Batch 364/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.228, Loss: 0.945 Epoch 26 Batch 365/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.228, Loss: 0.795 Epoch 26 Batch 366/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 1.006 Epoch 26 Batch 367/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.916 Epoch 26 Batch 368/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.889 Epoch 26 Batch 369/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.950 Epoch 26 Batch 370/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.891 Epoch 26 Batch 371/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.874 Epoch 26 Batch 372/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.925 Epoch 26 Batch 373/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.229, Loss: 0.903 Epoch 26 Batch 374/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.923 Epoch 26 Batch 375/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.229, Loss: 0.873 Epoch 26 Batch 376/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.229, Loss: 0.842 Epoch 26 Batch 377/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.949 Epoch 26 Batch 378/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.856 Epoch 26 Batch 379/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.904 Epoch 26 Batch 380/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.883 Epoch 26 Batch 381/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.931 Epoch 26 Batch 382/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.914 Epoch 26 Batch 383/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.229, Loss: 0.923 Epoch 26 Batch 384/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.855 Epoch 26 Batch 385/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.910 Epoch 26 Batch 386/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.937 Epoch 26 Batch 387/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.882 Epoch 26 Batch 388/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.906 Epoch 26 Batch 389/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.897 Epoch 26 Batch 390/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.962 Epoch 26 Batch 391/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.229, Loss: 0.959 Epoch 26 Batch 392/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.943 Epoch 26 Batch 393/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.887 Epoch 26 Batch 394/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.930 Epoch 26 Batch 395/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.925 Epoch 26 Batch 396/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.988 Epoch 26 Batch 397/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.840 Epoch 26 Batch 398/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.936 Epoch 26 Batch 399/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.920 Epoch 26 Batch 400/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.917 Epoch 26 Batch 401/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.935 Epoch 26 Batch 402/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.902 Epoch 26 Batch 403/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.907 Epoch 26 Batch 404/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.933 Epoch 26 Batch 405/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.889 Epoch 26 Batch 406/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 0.947 Epoch 26 Batch 407/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.953 Epoch 26 Batch 408/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.892 Epoch 26 Batch 409/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.875 Epoch 26 Batch 410/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.230, Loss: 0.950 Epoch 26 Batch 411/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.229, Loss: 0.950 Epoch 26 Batch 412/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.953 Epoch 26 Batch 413/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.942 Epoch 26 Batch 414/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.846 Epoch 26 Batch 415/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.936 Epoch 26 Batch 416/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.835 Epoch 26 Batch 417/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.931 Epoch 26 Batch 418/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.919 Epoch 26 Batch 419/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.903 Epoch 26 Batch 420/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.922 Epoch 26 Batch 421/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.939 Epoch 26 Batch 422/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.900 Epoch 26 Batch 423/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.867 Epoch 26 Batch 424/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.845 Epoch 26 Batch 425/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.944 Epoch 26 Batch 426/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.942 Epoch 26 Batch 427/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.899 Epoch 26 Batch 428/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.229, Loss: 0.955 Epoch 26 Batch 429/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.907 Epoch 26 Batch 430/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.866 Epoch 26 Batch 431/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.909 Epoch 26 Batch 432/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.869 Epoch 26 Batch 433/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.900 Epoch 26 Batch 434/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.798 Epoch 26 Batch 435/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.884 Epoch 26 Batch 436/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.945 Epoch 26 Batch 437/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.863 Epoch 26 Batch 438/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.961 Epoch 26 Batch 439/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.889 Epoch 26 Batch 440/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.891 Epoch 26 Batch 441/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.836 Epoch 26 Batch 442/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.878 Epoch 26 Batch 443/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.876 Epoch 26 Batch 444/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.994 Epoch 26 Batch 445/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.228, Loss: 0.933 Epoch 26 Batch 446/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.793 Epoch 26 Batch 447/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.918 Epoch 26 Batch 448/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.953 Epoch 26 Batch 449/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.941 Epoch 26 Batch 450/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.935 Epoch 26 Batch 451/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.886 Epoch 26 Batch 452/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.935 Epoch 26 Batch 453/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.848 Epoch 26 Batch 454/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.957 Epoch 26 Batch 455/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.229, Loss: 0.930 Epoch 26 Batch 456/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.841 Epoch 26 Batch 457/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.892 Epoch 26 Batch 458/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.229, Loss: 0.938 Epoch 26 Batch 459/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.941 Epoch 26 Batch 460/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.936 Epoch 26 Batch 461/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.904 Epoch 26 Batch 462/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.877 Epoch 26 Batch 463/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.904 Epoch 26 Batch 464/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.229, Loss: 0.906 Epoch 26 Batch 465/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.943 Epoch 26 Batch 466/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.926 Epoch 26 Batch 467/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.922 Epoch 26 Batch 468/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.968 Epoch 26 Batch 469/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.917 Epoch 26 Batch 470/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.932 Epoch 26 Batch 471/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.921 Epoch 26 Batch 472/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.893 Epoch 26 Batch 473/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.935 Epoch 26 Batch 474/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.904 Epoch 26 Batch 475/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.943 Epoch 26 Batch 476/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.229, Loss: 0.888 Epoch 26 Batch 477/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.229, Loss: 0.911 Epoch 26 Batch 478/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.229, Loss: 0.908 Epoch 26 Batch 479/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.895 Epoch 26 Batch 480/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.933 Epoch 26 Batch 481/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.925 Epoch 26 Batch 482/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.880 Epoch 26 Batch 483/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.886 Epoch 26 Batch 484/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.911 Epoch 26 Batch 485/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.842 Epoch 26 Batch 486/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.832 Epoch 26 Batch 487/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.880 Epoch 26 Batch 488/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.897 Epoch 26 Batch 489/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.912 Epoch 26 Batch 490/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.836 Epoch 26 Batch 491/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.885 Epoch 26 Batch 492/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.935 Epoch 26 Batch 493/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.928 Epoch 26 Batch 494/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.919 Epoch 26 Batch 495/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.946 Epoch 26 Batch 496/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.857 Epoch 26 Batch 497/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.934 Epoch 26 Batch 498/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.846 Epoch 26 Batch 499/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.959 Epoch 26 Batch 500/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.914 Epoch 26 Batch 501/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.912 Epoch 26 Batch 502/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.928 Epoch 26 Batch 503/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.933 Epoch 26 Batch 504/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.885 Epoch 26 Batch 505/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.865 Epoch 26 Batch 506/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.883 Epoch 26 Batch 507/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.230, Loss: 0.877 Epoch 26 Batch 508/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.912 Epoch 26 Batch 509/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.913 Epoch 26 Batch 510/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.949 Epoch 26 Batch 511/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 0.855 Epoch 26 Batch 512/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.863 Epoch 26 Batch 513/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.884 Epoch 26 Batch 514/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.895 Epoch 26 Batch 515/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.930 Epoch 26 Batch 516/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.945 Epoch 26 Batch 517/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.954 Epoch 26 Batch 518/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.859 Epoch 26 Batch 519/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.884 Epoch 26 Batch 520/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.896 Epoch 26 Batch 521/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.872 Epoch 26 Batch 522/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.886 Epoch 26 Batch 523/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.904 Epoch 26 Batch 524/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.927 Epoch 26 Batch 525/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.921 Epoch 26 Batch 526/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.856 Epoch 26 Batch 527/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.908 Epoch 26 Batch 528/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.899 Epoch 26 Batch 529/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.888 Epoch 26 Batch 530/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.904 Epoch 26 Batch 531/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.969 Epoch 26 Batch 532/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.940 Epoch 26 Batch 533/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.840 Epoch 26 Batch 534/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.822 Epoch 26 Batch 535/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.892 Epoch 26 Batch 536/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.945 Epoch 26 Batch 537/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.883 Epoch 26 Batch 538/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.909 Epoch 26 Batch 539/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.947 Epoch 26 Batch 540/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.911 Epoch 26 Batch 541/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.941 Epoch 26 Batch 542/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.912 Epoch 26 Batch 543/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.887 Epoch 26 Batch 544/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.888 Epoch 26 Batch 545/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.857 Epoch 26 Batch 546/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.964 Epoch 26 Batch 547/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.912 Epoch 26 Batch 548/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.917 Epoch 26 Batch 549/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.894 Epoch 26 Batch 550/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.874 Epoch 26 Batch 551/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.919 Epoch 26 Batch 552/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.908 Epoch 26 Batch 553/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.887 Epoch 26 Batch 554/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.924 Epoch 26 Batch 555/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.902 Epoch 26 Batch 556/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.912 Epoch 26 Batch 557/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.897 Epoch 26 Batch 558/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.876 Epoch 26 Batch 559/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.861 Epoch 26 Batch 560/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.864 Epoch 26 Batch 561/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.932 Epoch 26 Batch 562/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.885 Epoch 26 Batch 563/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.948 Epoch 26 Batch 564/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.873 Epoch 26 Batch 565/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.228, Loss: 0.924 Epoch 26 Batch 566/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.228, Loss: 0.878 Epoch 26 Batch 567/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.893 Epoch 26 Batch 568/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.947 Epoch 26 Batch 569/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.871 Epoch 26 Batch 570/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.840 Epoch 26 Batch 571/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.910 Epoch 26 Batch 572/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.965 Epoch 26 Batch 573/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.783 Epoch 26 Batch 574/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.863 Epoch 26 Batch 575/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.971 Epoch 26 Batch 576/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.899 Epoch 26 Batch 577/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.929 Epoch 26 Batch 578/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.975 Epoch 26 Batch 579/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.964 Epoch 26 Batch 580/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.869 Epoch 26 Batch 581/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.879 Epoch 26 Batch 582/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.861 Epoch 26 Batch 583/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.869 Epoch 26 Batch 584/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.889 Epoch 26 Batch 585/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.877 Epoch 26 Batch 586/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.229, Loss: 0.880 Epoch 26 Batch 587/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.961 Epoch 26 Batch 588/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.904 Epoch 26 Batch 589/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.907 Epoch 26 Batch 590/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.944 Epoch 26 Batch 591/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.229, Loss: 0.882 Epoch 26 Batch 592/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.827 Epoch 26 Batch 593/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.948 Epoch 26 Batch 594/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.947 Epoch 26 Batch 595/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.878 Epoch 26 Batch 596/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.911 Epoch 26 Batch 597/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.229, Loss: 0.838 Epoch 26 Batch 598/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.954 Epoch 26 Batch 599/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.960 Epoch 26 Batch 600/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.936 Epoch 26 Batch 601/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.904 Epoch 26 Batch 602/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.228, Loss: 0.878 Epoch 26 Batch 603/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.228, Loss: 0.903 Epoch 26 Batch 604/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.228, Loss: 0.853 Epoch 26 Batch 605/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.898 Epoch 26 Batch 606/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.228, Loss: 0.885 Epoch 26 Batch 607/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.229, Loss: 0.856 Epoch 26 Batch 608/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.910 Epoch 26 Batch 609/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.949 Epoch 26 Batch 610/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.230, Loss: 0.904 Epoch 26 Batch 611/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.909 Epoch 26 Batch 612/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.885 Epoch 26 Batch 613/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.976 Epoch 26 Batch 614/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.904 Epoch 26 Batch 615/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.893 Epoch 26 Batch 616/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.906 Epoch 26 Batch 617/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.897 Epoch 26 Batch 618/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.875 Epoch 26 Batch 619/1077 - Train Accuracy: 0.103, Validation Accuracy: 0.229, Loss: 0.879 Epoch 26 Batch 620/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.916 Epoch 26 Batch 621/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.879 Epoch 26 Batch 622/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.896 Epoch 26 Batch 623/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.916 Epoch 26 Batch 624/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.886 Epoch 26 Batch 625/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.885 Epoch 26 Batch 626/1077 - Train Accuracy: 0.223, Validation Accuracy: 0.228, Loss: 0.913 Epoch 26 Batch 627/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.899 Epoch 26 Batch 628/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.893 Epoch 26 Batch 629/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.903 Epoch 26 Batch 630/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.924 Epoch 26 Batch 631/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.914 Epoch 26 Batch 632/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.968 Epoch 26 Batch 633/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.873 Epoch 26 Batch 634/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.855 Epoch 26 Batch 635/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.229, Loss: 0.917 Epoch 26 Batch 636/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.936 Epoch 26 Batch 637/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.893 Epoch 26 Batch 638/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.898 Epoch 26 Batch 639/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.908 Epoch 26 Batch 640/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.866 Epoch 26 Batch 641/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.933 Epoch 26 Batch 642/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.911 Epoch 26 Batch 643/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.892 Epoch 26 Batch 644/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.915 Epoch 26 Batch 645/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.958 Epoch 26 Batch 646/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.229, Loss: 0.854 Epoch 26 Batch 647/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.887 Epoch 26 Batch 648/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.931 Epoch 26 Batch 649/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.891 Epoch 26 Batch 650/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.876 Epoch 26 Batch 651/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.895 Epoch 26 Batch 652/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.874 Epoch 26 Batch 653/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.873 Epoch 26 Batch 654/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.814 Epoch 26 Batch 655/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.926 Epoch 26 Batch 656/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.875 Epoch 26 Batch 657/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.902 Epoch 26 Batch 658/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.936 Epoch 26 Batch 659/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.927 Epoch 26 Batch 660/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.938 Epoch 26 Batch 661/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.877 Epoch 26 Batch 662/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.879 Epoch 26 Batch 663/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.899 Epoch 26 Batch 664/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.866 Epoch 26 Batch 665/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.897 Epoch 26 Batch 666/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.951 Epoch 26 Batch 667/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 0.918 Epoch 26 Batch 668/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.896 Epoch 26 Batch 669/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.229, Loss: 0.891 Epoch 26 Batch 670/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.229, Loss: 0.878 Epoch 26 Batch 671/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.228, Loss: 0.911 Epoch 26 Batch 672/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.883 Epoch 26 Batch 673/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.907 Epoch 26 Batch 674/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.863 Epoch 26 Batch 675/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.875 Epoch 26 Batch 676/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.228, Loss: 0.880 Epoch 26 Batch 677/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.941 Epoch 26 Batch 678/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.228, Loss: 0.881 Epoch 26 Batch 679/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.926 Epoch 26 Batch 680/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.847 Epoch 26 Batch 681/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.820 Epoch 26 Batch 682/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.229, Loss: 0.946 Epoch 26 Batch 683/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.864 Epoch 26 Batch 684/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.964 Epoch 26 Batch 685/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.958 Epoch 26 Batch 686/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.840 Epoch 26 Batch 687/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.909 Epoch 26 Batch 688/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.919 Epoch 26 Batch 689/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.912 Epoch 26 Batch 690/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.910 Epoch 26 Batch 691/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.910 Epoch 26 Batch 692/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.891 Epoch 26 Batch 693/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.968 Epoch 26 Batch 694/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.967 Epoch 26 Batch 695/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.928 Epoch 26 Batch 696/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.943 Epoch 26 Batch 697/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.932 Epoch 26 Batch 698/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 1.005 Epoch 26 Batch 699/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.229, Loss: 0.888 Epoch 26 Batch 700/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.927 Epoch 26 Batch 701/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.945 Epoch 26 Batch 702/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.884 Epoch 26 Batch 703/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.910 Epoch 26 Batch 704/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.911 Epoch 26 Batch 705/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.948 Epoch 26 Batch 706/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.949 Epoch 26 Batch 707/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.942 Epoch 26 Batch 708/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.904 Epoch 26 Batch 709/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.895 Epoch 26 Batch 710/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.905 Epoch 26 Batch 711/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.892 Epoch 26 Batch 712/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.878 Epoch 26 Batch 713/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.228, Loss: 0.925 Epoch 26 Batch 714/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.228, Loss: 0.914 Epoch 26 Batch 715/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.228, Loss: 0.921 Epoch 26 Batch 716/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.890 Epoch 26 Batch 717/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.229, Loss: 0.930 Epoch 26 Batch 718/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.925 Epoch 26 Batch 719/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.228, Loss: 0.847 Epoch 26 Batch 720/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.228, Loss: 0.957 Epoch 26 Batch 721/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.228, Loss: 0.939 Epoch 26 Batch 722/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.922 Epoch 26 Batch 723/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.880 Epoch 26 Batch 724/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.974 Epoch 26 Batch 725/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.915 Epoch 26 Batch 726/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.923 Epoch 26 Batch 727/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.228, Loss: 0.886 Epoch 26 Batch 728/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.228, Loss: 0.870 Epoch 26 Batch 729/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.228, Loss: 0.907 Epoch 26 Batch 730/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.941 Epoch 26 Batch 731/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.885 Epoch 26 Batch 732/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.228, Loss: 0.863 Epoch 26 Batch 733/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.228, Loss: 0.946 Epoch 26 Batch 734/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.893 Epoch 26 Batch 735/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.894 Epoch 26 Batch 736/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.888 Epoch 26 Batch 737/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.883 Epoch 26 Batch 738/1077 - Train Accuracy: 0.286, Validation Accuracy: 0.229, Loss: 0.843 Epoch 26 Batch 739/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.876 Epoch 26 Batch 740/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.845 Epoch 26 Batch 741/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.921 Epoch 26 Batch 742/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.907 Epoch 26 Batch 743/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.898 Epoch 26 Batch 744/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.229, Loss: 0.938 Epoch 26 Batch 745/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.830 Epoch 26 Batch 746/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.913 Epoch 26 Batch 747/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.895 Epoch 26 Batch 748/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.229, Loss: 0.979 Epoch 26 Batch 749/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.916 Epoch 26 Batch 750/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.909 Epoch 26 Batch 751/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.872 Epoch 26 Batch 752/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.900 Epoch 26 Batch 753/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.895 Epoch 26 Batch 754/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.949 Epoch 26 Batch 755/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.858 Epoch 26 Batch 756/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.943 Epoch 26 Batch 757/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.917 Epoch 26 Batch 758/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.921 Epoch 26 Batch 759/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.900 Epoch 26 Batch 760/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.873 Epoch 26 Batch 761/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.953 Epoch 26 Batch 762/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.910 Epoch 26 Batch 763/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.909 Epoch 26 Batch 764/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.912 Epoch 26 Batch 765/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.885 Epoch 26 Batch 766/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.854 Epoch 26 Batch 767/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.976 Epoch 26 Batch 768/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.880 Epoch 26 Batch 769/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.920 Epoch 26 Batch 770/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.861 Epoch 26 Batch 771/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.838 Epoch 26 Batch 772/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.862 Epoch 26 Batch 773/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.874 Epoch 26 Batch 774/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.923 Epoch 26 Batch 775/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.954 Epoch 26 Batch 776/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.956 Epoch 26 Batch 777/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.888 Epoch 26 Batch 778/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.862 Epoch 26 Batch 779/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.961 Epoch 26 Batch 780/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.880 Epoch 26 Batch 781/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.890 Epoch 26 Batch 782/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.889 Epoch 26 Batch 783/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.914 Epoch 26 Batch 784/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.916 Epoch 26 Batch 785/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.845 Epoch 26 Batch 786/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.885 Epoch 26 Batch 787/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.844 Epoch 26 Batch 788/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.871 Epoch 26 Batch 789/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.880 Epoch 26 Batch 790/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.914 Epoch 26 Batch 791/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.937 Epoch 26 Batch 792/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.929 Epoch 26 Batch 793/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.924 Epoch 26 Batch 794/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.851 Epoch 26 Batch 795/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.874 Epoch 26 Batch 796/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.879 Epoch 26 Batch 797/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.904 Epoch 26 Batch 798/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.893 Epoch 26 Batch 799/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.230, Loss: 0.940 Epoch 26 Batch 800/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.971 Epoch 26 Batch 801/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.926 Epoch 26 Batch 802/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.930 Epoch 26 Batch 803/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.885 Epoch 26 Batch 804/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.955 Epoch 26 Batch 805/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.959 Epoch 26 Batch 806/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.867 Epoch 26 Batch 807/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.794 Epoch 26 Batch 808/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.903 Epoch 26 Batch 809/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.950 Epoch 26 Batch 810/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.897 Epoch 26 Batch 811/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.920 Epoch 26 Batch 812/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.815 Epoch 26 Batch 813/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.853 Epoch 26 Batch 814/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.888 Epoch 26 Batch 815/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.930 Epoch 26 Batch 816/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.960 Epoch 26 Batch 817/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.902 Epoch 26 Batch 818/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.902 Epoch 26 Batch 819/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.865 Epoch 26 Batch 820/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.880 Epoch 26 Batch 821/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.924 Epoch 26 Batch 822/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.893 Epoch 26 Batch 823/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.888 Epoch 26 Batch 824/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.875 Epoch 26 Batch 825/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.899 Epoch 26 Batch 826/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.953 Epoch 26 Batch 827/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.914 Epoch 26 Batch 828/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.884 Epoch 26 Batch 829/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.229, Loss: 0.917 Epoch 26 Batch 830/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.886 Epoch 26 Batch 831/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.229, Loss: 0.923 Epoch 26 Batch 832/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.948 Epoch 26 Batch 833/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.915 Epoch 26 Batch 834/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.230, Loss: 0.875 Epoch 26 Batch 835/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.922 Epoch 26 Batch 836/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.863 Epoch 26 Batch 837/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.965 Epoch 26 Batch 838/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.903 Epoch 26 Batch 839/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.950 Epoch 26 Batch 840/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.909 Epoch 26 Batch 841/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.947 Epoch 26 Batch 842/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.946 Epoch 26 Batch 843/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.884 Epoch 26 Batch 844/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.936 Epoch 26 Batch 845/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.903 Epoch 26 Batch 846/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.932 Epoch 26 Batch 847/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.964 Epoch 26 Batch 848/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.914 Epoch 26 Batch 849/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.838 Epoch 26 Batch 850/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.902 Epoch 26 Batch 851/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.851 Epoch 26 Batch 852/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.229, Loss: 0.899 Epoch 26 Batch 853/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.925 Epoch 26 Batch 854/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.922 Epoch 26 Batch 855/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.952 Epoch 26 Batch 856/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.966 Epoch 26 Batch 857/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.893 Epoch 26 Batch 858/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.928 Epoch 26 Batch 859/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.229, Loss: 0.893 Epoch 26 Batch 860/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.902 Epoch 26 Batch 861/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.889 Epoch 26 Batch 862/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.886 Epoch 26 Batch 863/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.911 Epoch 26 Batch 864/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.966 Epoch 26 Batch 865/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.229, Loss: 0.901 Epoch 26 Batch 866/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.942 Epoch 26 Batch 867/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.877 Epoch 26 Batch 868/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.923 Epoch 26 Batch 869/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.860 Epoch 26 Batch 870/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 0.921 Epoch 26 Batch 871/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.902 Epoch 26 Batch 872/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.865 Epoch 26 Batch 873/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.890 Epoch 26 Batch 874/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.920 Epoch 26 Batch 875/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.912 Epoch 26 Batch 876/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.949 Epoch 26 Batch 877/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.920 Epoch 26 Batch 878/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.880 Epoch 26 Batch 879/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.915 Epoch 26 Batch 880/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.894 Epoch 26 Batch 881/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.969 Epoch 26 Batch 882/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.877 Epoch 26 Batch 883/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.869 Epoch 26 Batch 884/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.857 Epoch 26 Batch 885/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.229, Loss: 0.938 Epoch 26 Batch 886/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.908 Epoch 26 Batch 887/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.920 Epoch 26 Batch 888/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.864 Epoch 26 Batch 889/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.911 Epoch 26 Batch 890/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.229, Loss: 0.871 Epoch 26 Batch 891/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.929 Epoch 26 Batch 892/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.843 Epoch 26 Batch 893/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.891 Epoch 26 Batch 894/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.970 Epoch 26 Batch 895/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.925 Epoch 26 Batch 896/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.901 Epoch 26 Batch 897/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.924 Epoch 26 Batch 898/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.889 Epoch 26 Batch 899/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.900 Epoch 26 Batch 900/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.901 Epoch 26 Batch 901/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.869 Epoch 26 Batch 902/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.880 Epoch 26 Batch 903/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.878 Epoch 26 Batch 904/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.852 Epoch 26 Batch 905/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.885 Epoch 26 Batch 906/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.891 Epoch 26 Batch 907/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.867 Epoch 26 Batch 908/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.885 Epoch 26 Batch 909/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.922 Epoch 26 Batch 910/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.869 Epoch 26 Batch 911/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.230, Loss: 0.941 Epoch 26 Batch 912/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.977 Epoch 26 Batch 913/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.892 Epoch 26 Batch 914/1077 - Train Accuracy: 0.297, Validation Accuracy: 0.230, Loss: 0.952 Epoch 26 Batch 915/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.885 Epoch 26 Batch 916/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.916 Epoch 26 Batch 917/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.924 Epoch 26 Batch 918/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.924 Epoch 26 Batch 919/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.230, Loss: 0.861 Epoch 26 Batch 920/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.855 Epoch 26 Batch 921/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.947 Epoch 26 Batch 922/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.911 Epoch 26 Batch 923/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.230, Loss: 0.872 Epoch 26 Batch 924/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.230, Loss: 0.899 Epoch 26 Batch 925/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.863 Epoch 26 Batch 926/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.843 Epoch 26 Batch 927/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.230, Loss: 0.909 Epoch 26 Batch 928/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.897 Epoch 26 Batch 929/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.898 Epoch 26 Batch 930/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.885 Epoch 26 Batch 931/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.911 Epoch 26 Batch 932/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.848 Epoch 26 Batch 933/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.899 Epoch 26 Batch 934/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.874 Epoch 26 Batch 935/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.884 Epoch 26 Batch 936/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.867 Epoch 26 Batch 937/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.903 Epoch 26 Batch 938/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.821 Epoch 26 Batch 939/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.944 Epoch 26 Batch 940/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.903 Epoch 26 Batch 941/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.923 Epoch 26 Batch 942/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.910 Epoch 26 Batch 943/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.869 Epoch 26 Batch 944/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.881 Epoch 26 Batch 945/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.902 Epoch 26 Batch 946/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.895 Epoch 26 Batch 947/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.906 Epoch 26 Batch 948/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.875 Epoch 26 Batch 949/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.915 Epoch 26 Batch 950/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.865 Epoch 26 Batch 951/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.931 Epoch 26 Batch 952/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.885 Epoch 26 Batch 953/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.867 Epoch 26 Batch 954/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.939 Epoch 26 Batch 955/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.923 Epoch 26 Batch 956/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.901 Epoch 26 Batch 957/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.876 Epoch 26 Batch 958/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.816 Epoch 26 Batch 959/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.856 Epoch 26 Batch 960/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.908 Epoch 26 Batch 961/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.944 Epoch 26 Batch 962/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.822 Epoch 26 Batch 963/1077 - Train Accuracy: 0.069, Validation Accuracy: 0.230, Loss: 0.889 Epoch 26 Batch 964/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.935 Epoch 26 Batch 965/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.230, Loss: 0.895 Epoch 26 Batch 966/1077 - Train Accuracy: 0.261, Validation Accuracy: 0.230, Loss: 0.922 Epoch 26 Batch 967/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.938 Epoch 26 Batch 968/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.948 Epoch 26 Batch 969/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.932 Epoch 26 Batch 970/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.930 Epoch 26 Batch 971/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.899 Epoch 26 Batch 972/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.946 Epoch 26 Batch 973/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.862 Epoch 26 Batch 974/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.230, Loss: 0.936 Epoch 26 Batch 975/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.229, Loss: 0.905 Epoch 26 Batch 976/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.887 Epoch 26 Batch 977/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.885 Epoch 26 Batch 978/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.937 Epoch 26 Batch 979/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.229, Loss: 0.849 Epoch 26 Batch 980/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.939 Epoch 26 Batch 981/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.872 Epoch 26 Batch 982/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.946 Epoch 26 Batch 983/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.860 Epoch 26 Batch 984/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.912 Epoch 26 Batch 985/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.934 Epoch 26 Batch 986/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.881 Epoch 26 Batch 987/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.884 Epoch 26 Batch 988/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.230, Loss: 0.903 Epoch 26 Batch 989/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.917 Epoch 26 Batch 990/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.230, Loss: 0.939 Epoch 26 Batch 991/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.230, Loss: 0.912 Epoch 26 Batch 992/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.890 Epoch 26 Batch 993/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.912 Epoch 26 Batch 994/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.923 Epoch 26 Batch 995/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.905 Epoch 26 Batch 996/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.853 Epoch 26 Batch 997/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.924 Epoch 26 Batch 998/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.929 Epoch 26 Batch 999/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.887 Epoch 26 Batch 1000/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.933 Epoch 26 Batch 1001/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.230, Loss: 0.879 Epoch 26 Batch 1002/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.230, Loss: 0.843 Epoch 26 Batch 1003/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.932 Epoch 26 Batch 1004/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.913 Epoch 26 Batch 1005/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.931 Epoch 26 Batch 1006/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.851 Epoch 26 Batch 1007/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.897 Epoch 26 Batch 1008/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.913 Epoch 26 Batch 1009/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.885 Epoch 26 Batch 1010/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.979 Epoch 26 Batch 1011/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.905 Epoch 26 Batch 1012/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.958 Epoch 26 Batch 1013/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.857 Epoch 26 Batch 1014/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.901 Epoch 26 Batch 1015/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.925 Epoch 26 Batch 1016/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.888 Epoch 26 Batch 1017/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.230, Loss: 0.909 Epoch 26 Batch 1018/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.905 Epoch 26 Batch 1019/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.883 Epoch 26 Batch 1020/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.902 Epoch 26 Batch 1021/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.951 Epoch 26 Batch 1022/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.836 Epoch 26 Batch 1023/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.230, Loss: 0.865 Epoch 26 Batch 1024/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.957 Epoch 26 Batch 1025/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.866 Epoch 26 Batch 1026/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.909 Epoch 26 Batch 1027/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.890 Epoch 26 Batch 1028/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.858 Epoch 26 Batch 1029/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.912 Epoch 26 Batch 1030/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.919 Epoch 26 Batch 1031/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.231, Loss: 0.893 Epoch 26 Batch 1032/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.986 Epoch 26 Batch 1033/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.893 Epoch 26 Batch 1034/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.949 Epoch 26 Batch 1035/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.845 Epoch 26 Batch 1036/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.940 Epoch 26 Batch 1037/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.899 Epoch 26 Batch 1038/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.954 Epoch 26 Batch 1039/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.945 Epoch 26 Batch 1040/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.888 Epoch 26 Batch 1041/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.904 Epoch 26 Batch 1042/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.881 Epoch 26 Batch 1043/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.229, Loss: 0.940 Epoch 26 Batch 1044/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.904 Epoch 26 Batch 1045/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.850 Epoch 26 Batch 1046/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.836 Epoch 26 Batch 1047/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.857 Epoch 26 Batch 1048/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.956 Epoch 26 Batch 1049/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.946 Epoch 26 Batch 1050/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.904 Epoch 26 Batch 1051/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.935 Epoch 26 Batch 1052/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.229, Loss: 0.935 Epoch 26 Batch 1053/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.860 Epoch 26 Batch 1054/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.926 Epoch 26 Batch 1055/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.971 Epoch 26 Batch 1056/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.910 Epoch 26 Batch 1057/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.861 Epoch 26 Batch 1058/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.943 Epoch 26 Batch 1059/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.887 Epoch 26 Batch 1060/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.881 Epoch 26 Batch 1061/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.926 Epoch 26 Batch 1062/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.885 Epoch 26 Batch 1063/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.909 Epoch 26 Batch 1064/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.841 Epoch 26 Batch 1065/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.874 Epoch 26 Batch 1066/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.923 Epoch 26 Batch 1067/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.913 Epoch 26 Batch 1068/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.940 Epoch 26 Batch 1069/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.888 Epoch 26 Batch 1070/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.944 Epoch 26 Batch 1071/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.967 Epoch 26 Batch 1072/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.901 Epoch 26 Batch 1073/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.931 Epoch 26 Batch 1074/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.878 Epoch 26 Batch 1075/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.925 Epoch 27 Batch 0/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.881 Epoch 27 Batch 1/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.921 Epoch 27 Batch 2/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.229, Loss: 0.886 Epoch 27 Batch 3/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.860 Epoch 27 Batch 4/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.900 Epoch 27 Batch 5/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.925 Epoch 27 Batch 6/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.927 Epoch 27 Batch 7/1077 - Train Accuracy: 0.140, Validation Accuracy: 0.230, Loss: 0.908 Epoch 27 Batch 8/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.930 Epoch 27 Batch 9/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.925 Epoch 27 Batch 10/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.230, Loss: 0.883 Epoch 27 Batch 11/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.942 Epoch 27 Batch 12/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.899 Epoch 27 Batch 13/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.926 Epoch 27 Batch 14/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.899 Epoch 27 Batch 15/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.959 Epoch 27 Batch 16/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.967 Epoch 27 Batch 17/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.858 Epoch 27 Batch 18/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.908 Epoch 27 Batch 19/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.917 Epoch 27 Batch 20/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.849 Epoch 27 Batch 21/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.924 Epoch 27 Batch 22/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.932 Epoch 27 Batch 23/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.895 Epoch 27 Batch 24/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.854 Epoch 27 Batch 25/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.917 Epoch 27 Batch 26/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.822 Epoch 27 Batch 27/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.912 Epoch 27 Batch 28/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.905 Epoch 27 Batch 29/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.883 Epoch 27 Batch 30/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.876 Epoch 27 Batch 31/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.921 Epoch 27 Batch 32/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.908 Epoch 27 Batch 33/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.906 Epoch 27 Batch 34/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.897 Epoch 27 Batch 35/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.931 Epoch 27 Batch 36/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.906 Epoch 27 Batch 37/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.907 Epoch 27 Batch 38/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.229, Loss: 0.963 Epoch 27 Batch 39/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.932 Epoch 27 Batch 40/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.895 Epoch 27 Batch 41/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.902 Epoch 27 Batch 42/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.907 Epoch 27 Batch 43/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.906 Epoch 27 Batch 44/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.912 Epoch 27 Batch 45/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.940 Epoch 27 Batch 46/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.918 Epoch 27 Batch 47/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.846 Epoch 27 Batch 48/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.923 Epoch 27 Batch 49/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.858 Epoch 27 Batch 50/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.965 Epoch 27 Batch 51/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.922 Epoch 27 Batch 52/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.875 Epoch 27 Batch 53/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.229, Loss: 0.979 Epoch 27 Batch 54/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.897 Epoch 27 Batch 55/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.873 Epoch 27 Batch 56/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.229, Loss: 0.889 Epoch 27 Batch 57/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.229, Loss: 0.904 Epoch 27 Batch 58/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.862 Epoch 27 Batch 59/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.880 Epoch 27 Batch 60/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.902 Epoch 27 Batch 61/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.852 Epoch 27 Batch 62/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.825 Epoch 27 Batch 63/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.891 Epoch 27 Batch 64/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.888 Epoch 27 Batch 65/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.874 Epoch 27 Batch 66/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.229, Loss: 0.839 Epoch 27 Batch 67/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.918 Epoch 27 Batch 68/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.917 Epoch 27 Batch 69/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.877 Epoch 27 Batch 70/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.880 Epoch 27 Batch 71/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.883 Epoch 27 Batch 72/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.875 Epoch 27 Batch 73/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.867 Epoch 27 Batch 74/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.928 Epoch 27 Batch 75/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.870 Epoch 27 Batch 76/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.914 Epoch 27 Batch 77/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.915 Epoch 27 Batch 78/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.230, Loss: 0.873 Epoch 27 Batch 79/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.938 Epoch 27 Batch 80/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.847 Epoch 27 Batch 81/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.230, Loss: 0.904 Epoch 27 Batch 82/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.230, Loss: 0.841 Epoch 27 Batch 83/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.848 Epoch 27 Batch 84/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.906 Epoch 27 Batch 85/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.893 Epoch 27 Batch 86/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.852 Epoch 27 Batch 87/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.892 Epoch 27 Batch 88/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.891 Epoch 27 Batch 89/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.920 Epoch 27 Batch 90/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.953 Epoch 27 Batch 91/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.909 Epoch 27 Batch 92/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.945 Epoch 27 Batch 93/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.874 Epoch 27 Batch 94/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.848 Epoch 27 Batch 95/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.914 Epoch 27 Batch 96/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.885 Epoch 27 Batch 97/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.869 Epoch 27 Batch 98/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.867 Epoch 27 Batch 99/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.910 Epoch 27 Batch 100/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.860 Epoch 27 Batch 101/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.888 Epoch 27 Batch 102/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.884 Epoch 27 Batch 103/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.229, Loss: 0.869 Epoch 27 Batch 104/1077 - Train Accuracy: 0.100, Validation Accuracy: 0.229, Loss: 0.931 Epoch 27 Batch 105/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.856 Epoch 27 Batch 106/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.228, Loss: 0.924 Epoch 27 Batch 107/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.228, Loss: 0.905 Epoch 27 Batch 108/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.228, Loss: 0.896 Epoch 27 Batch 109/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.872 Epoch 27 Batch 110/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.229, Loss: 0.826 Epoch 27 Batch 111/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.897 Epoch 27 Batch 112/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.893 Epoch 27 Batch 113/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.893 Epoch 27 Batch 114/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.958 Epoch 27 Batch 115/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.867 Epoch 27 Batch 116/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.951 Epoch 27 Batch 117/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.893 Epoch 27 Batch 118/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.230, Loss: 0.918 Epoch 27 Batch 119/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.881 Epoch 27 Batch 120/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.943 Epoch 27 Batch 121/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.916 Epoch 27 Batch 122/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.948 Epoch 27 Batch 123/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.938 Epoch 27 Batch 124/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.847 Epoch 27 Batch 125/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.924 Epoch 27 Batch 126/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.899 Epoch 27 Batch 127/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.861 Epoch 27 Batch 128/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.872 Epoch 27 Batch 129/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.958 Epoch 27 Batch 130/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.837 Epoch 27 Batch 131/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.922 Epoch 27 Batch 132/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.229, Loss: 0.846 Epoch 27 Batch 133/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.229, Loss: 0.873 Epoch 27 Batch 134/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.869 Epoch 27 Batch 135/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.871 Epoch 27 Batch 136/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.817 Epoch 27 Batch 137/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.945 Epoch 27 Batch 138/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.911 Epoch 27 Batch 139/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.915 Epoch 27 Batch 140/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.906 Epoch 27 Batch 141/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.925 Epoch 27 Batch 142/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.912 Epoch 27 Batch 143/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.882 Epoch 27 Batch 144/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.875 Epoch 27 Batch 145/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.946 Epoch 27 Batch 146/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.934 Epoch 27 Batch 147/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.920 Epoch 27 Batch 148/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.881 Epoch 27 Batch 149/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.899 Epoch 27 Batch 150/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.963 Epoch 27 Batch 151/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.916 Epoch 27 Batch 152/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.898 Epoch 27 Batch 153/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.882 Epoch 27 Batch 154/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.931 Epoch 27 Batch 155/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.828 Epoch 27 Batch 156/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.931 Epoch 27 Batch 157/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.916 Epoch 27 Batch 158/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.930 Epoch 27 Batch 159/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.974 Epoch 27 Batch 160/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.847 Epoch 27 Batch 161/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.860 Epoch 27 Batch 162/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.928 Epoch 27 Batch 163/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.911 Epoch 27 Batch 164/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.900 Epoch 27 Batch 165/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.918 Epoch 27 Batch 166/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.905 Epoch 27 Batch 167/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.862 Epoch 27 Batch 168/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.877 Epoch 27 Batch 169/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.830 Epoch 27 Batch 170/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.897 Epoch 27 Batch 171/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.230, Loss: 0.850 Epoch 27 Batch 172/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.869 Epoch 27 Batch 173/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.935 Epoch 27 Batch 174/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.849 Epoch 27 Batch 175/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 1.028 Epoch 27 Batch 176/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.879 Epoch 27 Batch 177/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.889 Epoch 27 Batch 178/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.895 Epoch 27 Batch 179/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.891 Epoch 27 Batch 180/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.937 Epoch 27 Batch 181/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.869 Epoch 27 Batch 182/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.890 Epoch 27 Batch 183/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.889 Epoch 27 Batch 184/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.874 Epoch 27 Batch 185/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.954 Epoch 27 Batch 186/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.927 Epoch 27 Batch 187/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.878 Epoch 27 Batch 188/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.918 Epoch 27 Batch 189/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.932 Epoch 27 Batch 190/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.880 Epoch 27 Batch 191/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.230, Loss: 0.886 Epoch 27 Batch 192/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.900 Epoch 27 Batch 193/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.913 Epoch 27 Batch 194/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.920 Epoch 27 Batch 195/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.900 Epoch 27 Batch 196/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.895 Epoch 27 Batch 197/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.902 Epoch 27 Batch 198/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.905 Epoch 27 Batch 199/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.879 Epoch 27 Batch 200/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.881 Epoch 27 Batch 201/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.827 Epoch 27 Batch 202/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.921 Epoch 27 Batch 203/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.884 Epoch 27 Batch 204/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.890 Epoch 27 Batch 205/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.894 Epoch 27 Batch 206/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.954 Epoch 27 Batch 207/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.902 Epoch 27 Batch 208/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.851 Epoch 27 Batch 209/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.840 Epoch 27 Batch 210/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.917 Epoch 27 Batch 211/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.860 Epoch 27 Batch 212/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.835 Epoch 27 Batch 213/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.906 Epoch 27 Batch 214/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.865 Epoch 27 Batch 215/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.892 Epoch 27 Batch 216/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.960 Epoch 27 Batch 217/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.903 Epoch 27 Batch 218/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.230, Loss: 0.899 Epoch 27 Batch 219/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.230, Loss: 0.917 Epoch 27 Batch 220/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.231, Loss: 0.949 Epoch 27 Batch 221/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.908 Epoch 27 Batch 222/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.940 Epoch 27 Batch 223/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.875 Epoch 27 Batch 224/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.950 Epoch 27 Batch 225/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.931 Epoch 27 Batch 226/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.878 Epoch 27 Batch 227/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.936 Epoch 27 Batch 228/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.849 Epoch 27 Batch 229/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.902 Epoch 27 Batch 230/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.916 Epoch 27 Batch 231/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.831 Epoch 27 Batch 232/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.840 Epoch 27 Batch 233/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.921 Epoch 27 Batch 234/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.871 Epoch 27 Batch 235/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.941 Epoch 27 Batch 236/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.914 Epoch 27 Batch 237/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.868 Epoch 27 Batch 238/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.899 Epoch 27 Batch 239/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.231, Loss: 0.926 Epoch 27 Batch 240/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.813 Epoch 27 Batch 241/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.967 Epoch 27 Batch 242/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.833 Epoch 27 Batch 243/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.921 Epoch 27 Batch 244/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.229, Loss: 0.924 Epoch 27 Batch 245/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.923 Epoch 27 Batch 246/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.859 Epoch 27 Batch 247/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.901 Epoch 27 Batch 248/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.934 Epoch 27 Batch 249/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.830 Epoch 27 Batch 250/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.229, Loss: 0.976 Epoch 27 Batch 251/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.853 Epoch 27 Batch 252/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.870 Epoch 27 Batch 253/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.230, Loss: 0.909 Epoch 27 Batch 254/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.888 Epoch 27 Batch 255/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.899 Epoch 27 Batch 256/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.900 Epoch 27 Batch 257/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.914 Epoch 27 Batch 258/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.843 Epoch 27 Batch 259/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.885 Epoch 27 Batch 260/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.938 Epoch 27 Batch 261/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.230, Loss: 0.833 Epoch 27 Batch 262/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.885 Epoch 27 Batch 263/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.229, Loss: 0.890 Epoch 27 Batch 264/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.863 Epoch 27 Batch 265/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.878 Epoch 27 Batch 266/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.890 Epoch 27 Batch 267/1077 - Train Accuracy: 0.222, Validation Accuracy: 0.230, Loss: 0.825 Epoch 27 Batch 268/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.923 Epoch 27 Batch 269/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.896 Epoch 27 Batch 270/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.886 Epoch 27 Batch 271/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.924 Epoch 27 Batch 272/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.879 Epoch 27 Batch 273/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.905 Epoch 27 Batch 274/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.927 Epoch 27 Batch 275/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.883 Epoch 27 Batch 276/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.903 Epoch 27 Batch 277/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.892 Epoch 27 Batch 278/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.918 Epoch 27 Batch 279/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.905 Epoch 27 Batch 280/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.849 Epoch 27 Batch 281/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.944 Epoch 27 Batch 282/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.908 Epoch 27 Batch 283/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.880 Epoch 27 Batch 284/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.921 Epoch 27 Batch 285/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 1.020 Epoch 27 Batch 286/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.839 Epoch 27 Batch 287/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.885 Epoch 27 Batch 288/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.925 Epoch 27 Batch 289/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.923 Epoch 27 Batch 290/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.952 Epoch 27 Batch 291/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.879 Epoch 27 Batch 292/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.890 Epoch 27 Batch 293/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.912 Epoch 27 Batch 294/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.230, Loss: 0.880 Epoch 27 Batch 295/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.909 Epoch 27 Batch 296/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.938 Epoch 27 Batch 297/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.948 Epoch 27 Batch 298/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.940 Epoch 27 Batch 299/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.909 Epoch 27 Batch 300/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.907 Epoch 27 Batch 301/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.898 Epoch 27 Batch 302/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.920 Epoch 27 Batch 303/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.920 Epoch 27 Batch 304/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.879 Epoch 27 Batch 305/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.822 Epoch 27 Batch 306/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.939 Epoch 27 Batch 307/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.875 Epoch 27 Batch 308/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.891 Epoch 27 Batch 309/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.891 Epoch 27 Batch 310/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.959 Epoch 27 Batch 311/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.229, Loss: 0.938 Epoch 27 Batch 312/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.903 Epoch 27 Batch 313/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.908 Epoch 27 Batch 314/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.934 Epoch 27 Batch 315/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.883 Epoch 27 Batch 316/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.889 Epoch 27 Batch 317/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.877 Epoch 27 Batch 318/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.944 Epoch 27 Batch 319/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.867 Epoch 27 Batch 320/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.857 Epoch 27 Batch 321/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.884 Epoch 27 Batch 322/1077 - Train Accuracy: 0.180, Validation Accuracy: 0.230, Loss: 0.874 Epoch 27 Batch 323/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.938 Epoch 27 Batch 324/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.853 Epoch 27 Batch 325/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.937 Epoch 27 Batch 326/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.892 Epoch 27 Batch 327/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.881 Epoch 27 Batch 328/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.935 Epoch 27 Batch 329/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.921 Epoch 27 Batch 330/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.918 Epoch 27 Batch 331/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 0.886 Epoch 27 Batch 332/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.830 Epoch 27 Batch 333/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.932 Epoch 27 Batch 334/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.868 Epoch 27 Batch 335/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.935 Epoch 27 Batch 336/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.998 Epoch 27 Batch 337/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.898 Epoch 27 Batch 338/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.913 Epoch 27 Batch 339/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.927 Epoch 27 Batch 340/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.955 Epoch 27 Batch 341/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.882 Epoch 27 Batch 342/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.884 Epoch 27 Batch 343/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.895 Epoch 27 Batch 344/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.824 Epoch 27 Batch 345/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.880 Epoch 27 Batch 346/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.916 Epoch 27 Batch 347/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.925 Epoch 27 Batch 348/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.884 Epoch 27 Batch 349/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.920 Epoch 27 Batch 350/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.871 Epoch 27 Batch 351/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.864 Epoch 27 Batch 352/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.894 Epoch 27 Batch 353/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.888 Epoch 27 Batch 354/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.898 Epoch 27 Batch 355/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.827 Epoch 27 Batch 356/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.887 Epoch 27 Batch 357/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.907 Epoch 27 Batch 358/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.893 Epoch 27 Batch 359/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.910 Epoch 27 Batch 360/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.928 Epoch 27 Batch 361/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.927 Epoch 27 Batch 362/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.912 Epoch 27 Batch 363/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.955 Epoch 27 Batch 364/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.895 Epoch 27 Batch 365/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.848 Epoch 27 Batch 366/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.901 Epoch 27 Batch 367/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.855 Epoch 27 Batch 368/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.977 Epoch 27 Batch 369/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.898 Epoch 27 Batch 370/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.893 Epoch 27 Batch 371/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.937 Epoch 27 Batch 372/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.858 Epoch 27 Batch 373/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.929 Epoch 27 Batch 374/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 0.948 Epoch 27 Batch 375/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.230, Loss: 0.970 Epoch 27 Batch 376/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.230, Loss: 0.936 Epoch 27 Batch 377/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.904 Epoch 27 Batch 378/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.868 Epoch 27 Batch 379/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.908 Epoch 27 Batch 380/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.871 Epoch 27 Batch 381/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.927 Epoch 27 Batch 382/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.877 Epoch 27 Batch 383/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.229, Loss: 0.870 Epoch 27 Batch 384/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.873 Epoch 27 Batch 385/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.875 Epoch 27 Batch 386/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.896 Epoch 27 Batch 387/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.857 Epoch 27 Batch 388/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.909 Epoch 27 Batch 389/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.905 Epoch 27 Batch 390/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.910 Epoch 27 Batch 391/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.937 Epoch 27 Batch 392/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.984 Epoch 27 Batch 393/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.930 Epoch 27 Batch 394/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.855 Epoch 27 Batch 395/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.965 Epoch 27 Batch 396/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.848 Epoch 27 Batch 397/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.927 Epoch 27 Batch 398/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.932 Epoch 27 Batch 399/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.944 Epoch 27 Batch 400/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.914 Epoch 27 Batch 401/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.929 Epoch 27 Batch 402/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.978 Epoch 27 Batch 403/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.919 Epoch 27 Batch 404/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.868 Epoch 27 Batch 405/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.967 Epoch 27 Batch 406/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.906 Epoch 27 Batch 407/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.928 Epoch 27 Batch 408/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.900 Epoch 27 Batch 409/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.920 Epoch 27 Batch 410/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.230, Loss: 0.875 Epoch 27 Batch 411/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.910 Epoch 27 Batch 412/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.909 Epoch 27 Batch 413/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.892 Epoch 27 Batch 414/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.881 Epoch 27 Batch 415/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.907 Epoch 27 Batch 416/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.854 Epoch 27 Batch 417/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.910 Epoch 27 Batch 418/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.883 Epoch 27 Batch 419/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.869 Epoch 27 Batch 420/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.856 Epoch 27 Batch 421/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.871 Epoch 27 Batch 422/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.903 Epoch 27 Batch 423/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.877 Epoch 27 Batch 424/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.882 Epoch 27 Batch 425/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.933 Epoch 27 Batch 426/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.908 Epoch 27 Batch 427/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.916 Epoch 27 Batch 428/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.230, Loss: 0.878 Epoch 27 Batch 429/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.912 Epoch 27 Batch 430/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.899 Epoch 27 Batch 431/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.906 Epoch 27 Batch 432/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.897 Epoch 27 Batch 433/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.912 Epoch 27 Batch 434/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.834 Epoch 27 Batch 435/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.808 Epoch 27 Batch 436/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.894 Epoch 27 Batch 437/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.891 Epoch 27 Batch 438/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.920 Epoch 27 Batch 439/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.919 Epoch 27 Batch 440/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.851 Epoch 27 Batch 441/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.887 Epoch 27 Batch 442/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.986 Epoch 27 Batch 443/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.871 Epoch 27 Batch 444/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.930 Epoch 27 Batch 445/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.897 Epoch 27 Batch 446/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.933 Epoch 27 Batch 447/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.881 Epoch 27 Batch 448/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.921 Epoch 27 Batch 449/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.932 Epoch 27 Batch 450/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.908 Epoch 27 Batch 451/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.889 Epoch 27 Batch 452/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.857 Epoch 27 Batch 453/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.928 Epoch 27 Batch 454/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.917 Epoch 27 Batch 455/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.230, Loss: 0.921 Epoch 27 Batch 456/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.890 Epoch 27 Batch 457/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.875 Epoch 27 Batch 458/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.231, Loss: 0.888 Epoch 27 Batch 459/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.868 Epoch 27 Batch 460/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.921 Epoch 27 Batch 461/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.975 Epoch 27 Batch 462/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.915 Epoch 27 Batch 463/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.863 Epoch 27 Batch 464/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.230, Loss: 0.888 Epoch 27 Batch 465/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.943 Epoch 27 Batch 466/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.885 Epoch 27 Batch 467/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.932 Epoch 27 Batch 468/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.916 Epoch 27 Batch 469/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.230, Loss: 0.892 Epoch 27 Batch 470/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.915 Epoch 27 Batch 471/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.838 Epoch 27 Batch 472/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.865 Epoch 27 Batch 473/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.941 Epoch 27 Batch 474/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.989 Epoch 27 Batch 475/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.875 Epoch 27 Batch 476/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.229, Loss: 0.887 Epoch 27 Batch 477/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.229, Loss: 0.909 Epoch 27 Batch 478/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.229, Loss: 0.827 Epoch 27 Batch 479/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.905 Epoch 27 Batch 480/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.922 Epoch 27 Batch 481/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.867 Epoch 27 Batch 482/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 0.929 Epoch 27 Batch 483/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.873 Epoch 27 Batch 484/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.922 Epoch 27 Batch 485/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.908 Epoch 27 Batch 486/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.962 Epoch 27 Batch 487/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.877 Epoch 27 Batch 488/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.923 Epoch 27 Batch 489/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.831 Epoch 27 Batch 490/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.942 Epoch 27 Batch 491/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.905 Epoch 27 Batch 492/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.946 Epoch 27 Batch 493/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.852 Epoch 27 Batch 494/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.871 Epoch 27 Batch 495/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.972 Epoch 27 Batch 496/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.930 Epoch 27 Batch 497/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.918 Epoch 27 Batch 498/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.920 Epoch 27 Batch 499/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.943 Epoch 27 Batch 500/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.884 Epoch 27 Batch 501/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.936 Epoch 27 Batch 502/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.902 Epoch 27 Batch 503/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.902 Epoch 27 Batch 504/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.927 Epoch 27 Batch 505/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.933 Epoch 27 Batch 506/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.940 Epoch 27 Batch 507/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.230, Loss: 0.898 Epoch 27 Batch 508/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.895 Epoch 27 Batch 509/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.942 Epoch 27 Batch 510/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.933 Epoch 27 Batch 511/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.839 Epoch 27 Batch 512/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.867 Epoch 27 Batch 513/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.878 Epoch 27 Batch 514/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.883 Epoch 27 Batch 515/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.889 Epoch 27 Batch 516/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.902 Epoch 27 Batch 517/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.917 Epoch 27 Batch 518/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.935 Epoch 27 Batch 519/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.855 Epoch 27 Batch 520/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.891 Epoch 27 Batch 521/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.892 Epoch 27 Batch 522/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.918 Epoch 27 Batch 523/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.913 Epoch 27 Batch 524/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.885 Epoch 27 Batch 525/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.850 Epoch 27 Batch 526/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.923 Epoch 27 Batch 527/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.908 Epoch 27 Batch 528/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.906 Epoch 27 Batch 529/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.872 Epoch 27 Batch 530/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.936 Epoch 27 Batch 531/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.922 Epoch 27 Batch 532/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.891 Epoch 27 Batch 533/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.940 Epoch 27 Batch 534/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.911 Epoch 27 Batch 535/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.863 Epoch 27 Batch 536/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.840 Epoch 27 Batch 537/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.860 Epoch 27 Batch 538/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.878 Epoch 27 Batch 539/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.835 Epoch 27 Batch 540/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.891 Epoch 27 Batch 541/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.869 Epoch 27 Batch 542/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.885 Epoch 27 Batch 543/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.909 Epoch 27 Batch 544/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.890 Epoch 27 Batch 545/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.920 Epoch 27 Batch 546/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.875 Epoch 27 Batch 547/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.883 Epoch 27 Batch 548/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.934 Epoch 27 Batch 549/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.914 Epoch 27 Batch 550/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.881 Epoch 27 Batch 551/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.940 Epoch 27 Batch 552/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.887 Epoch 27 Batch 553/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.912 Epoch 27 Batch 554/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 0.960 Epoch 27 Batch 555/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.848 Epoch 27 Batch 556/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.854 Epoch 27 Batch 557/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.853 Epoch 27 Batch 558/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.895 Epoch 27 Batch 559/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.918 Epoch 27 Batch 560/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.902 Epoch 27 Batch 561/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.910 Epoch 27 Batch 562/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.908 Epoch 27 Batch 563/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.917 Epoch 27 Batch 564/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.932 Epoch 27 Batch 565/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.958 Epoch 27 Batch 566/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.887 Epoch 27 Batch 567/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.894 Epoch 27 Batch 568/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.901 Epoch 27 Batch 569/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.904 Epoch 27 Batch 570/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.926 Epoch 27 Batch 571/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.894 Epoch 27 Batch 572/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.949 Epoch 27 Batch 573/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.895 Epoch 27 Batch 574/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.871 Epoch 27 Batch 575/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.806 Epoch 27 Batch 576/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.928 Epoch 27 Batch 577/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.905 Epoch 27 Batch 578/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.882 Epoch 27 Batch 579/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.858 Epoch 27 Batch 580/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.817 Epoch 27 Batch 581/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.845 Epoch 27 Batch 582/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.890 Epoch 27 Batch 583/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.915 Epoch 27 Batch 584/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.900 Epoch 27 Batch 585/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.861 Epoch 27 Batch 586/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.896 Epoch 27 Batch 587/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.911 Epoch 27 Batch 588/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.951 Epoch 27 Batch 589/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.229, Loss: 0.889 Epoch 27 Batch 590/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.958 Epoch 27 Batch 591/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.230, Loss: 0.893 Epoch 27 Batch 592/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.897 Epoch 27 Batch 593/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.909 Epoch 27 Batch 594/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.859 Epoch 27 Batch 595/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.898 Epoch 27 Batch 596/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.913 Epoch 27 Batch 597/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.230, Loss: 0.883 Epoch 27 Batch 598/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.897 Epoch 27 Batch 599/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.976 Epoch 27 Batch 600/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.910 Epoch 27 Batch 601/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.230, Loss: 0.880 Epoch 27 Batch 602/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.852 Epoch 27 Batch 603/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.891 Epoch 27 Batch 604/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.897 Epoch 27 Batch 605/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.921 Epoch 27 Batch 606/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.927 Epoch 27 Batch 607/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.231, Loss: 0.953 Epoch 27 Batch 608/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.925 Epoch 27 Batch 609/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.880 Epoch 27 Batch 610/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.950 Epoch 27 Batch 611/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.929 Epoch 27 Batch 612/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.876 Epoch 27 Batch 613/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.964 Epoch 27 Batch 614/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.903 Epoch 27 Batch 615/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.909 Epoch 27 Batch 616/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.887 Epoch 27 Batch 617/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.950 Epoch 27 Batch 618/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.910 Epoch 27 Batch 619/1077 - Train Accuracy: 0.102, Validation Accuracy: 0.231, Loss: 0.953 Epoch 27 Batch 620/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.831 Epoch 27 Batch 621/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.954 Epoch 27 Batch 622/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.231, Loss: 0.904 Epoch 27 Batch 623/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.941 Epoch 27 Batch 624/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.883 Epoch 27 Batch 625/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.873 Epoch 27 Batch 626/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.231, Loss: 0.903 Epoch 27 Batch 627/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.948 Epoch 27 Batch 628/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.957 Epoch 27 Batch 629/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.904 Epoch 27 Batch 630/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.935 Epoch 27 Batch 631/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.911 Epoch 27 Batch 632/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.963 Epoch 27 Batch 633/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.810 Epoch 27 Batch 634/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.863 Epoch 27 Batch 635/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.908 Epoch 27 Batch 636/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.910 Epoch 27 Batch 637/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.899 Epoch 27 Batch 638/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.927 Epoch 27 Batch 639/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.918 Epoch 27 Batch 640/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.873 Epoch 27 Batch 641/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.846 Epoch 27 Batch 642/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.895 Epoch 27 Batch 643/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.836 Epoch 27 Batch 644/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.845 Epoch 27 Batch 645/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.890 Epoch 27 Batch 646/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.915 Epoch 27 Batch 647/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.934 Epoch 27 Batch 648/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.895 Epoch 27 Batch 649/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.928 Epoch 27 Batch 650/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.935 Epoch 27 Batch 651/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.835 Epoch 27 Batch 652/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.832 Epoch 27 Batch 653/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.904 Epoch 27 Batch 654/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.866 Epoch 27 Batch 655/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.853 Epoch 27 Batch 656/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.934 Epoch 27 Batch 657/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.914 Epoch 27 Batch 658/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.890 Epoch 27 Batch 659/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.890 Epoch 27 Batch 660/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.878 Epoch 27 Batch 661/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.894 Epoch 27 Batch 662/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.854 Epoch 27 Batch 663/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.918 Epoch 27 Batch 664/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.846 Epoch 27 Batch 665/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.893 Epoch 27 Batch 666/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.229, Loss: 0.889 Epoch 27 Batch 667/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 0.957 Epoch 27 Batch 668/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.884 Epoch 27 Batch 669/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.900 Epoch 27 Batch 670/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.230, Loss: 0.890 Epoch 27 Batch 671/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.891 Epoch 27 Batch 672/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.901 Epoch 27 Batch 673/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.927 Epoch 27 Batch 674/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.886 Epoch 27 Batch 675/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.873 Epoch 27 Batch 676/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.229, Loss: 0.868 Epoch 27 Batch 677/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.888 Epoch 27 Batch 678/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.884 Epoch 27 Batch 679/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.865 Epoch 27 Batch 680/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.886 Epoch 27 Batch 681/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.843 Epoch 27 Batch 682/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.230, Loss: 0.884 Epoch 27 Batch 683/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.815 Epoch 27 Batch 684/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.933 Epoch 27 Batch 685/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.918 Epoch 27 Batch 686/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.887 Epoch 27 Batch 687/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.930 Epoch 27 Batch 688/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.912 Epoch 27 Batch 689/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.912 Epoch 27 Batch 690/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.913 Epoch 27 Batch 691/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.962 Epoch 27 Batch 692/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.850 Epoch 27 Batch 693/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.956 Epoch 27 Batch 694/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.927 Epoch 27 Batch 695/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.881 Epoch 27 Batch 696/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.929 Epoch 27 Batch 697/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.920 Epoch 27 Batch 698/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.971 Epoch 27 Batch 699/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.230, Loss: 0.899 Epoch 27 Batch 700/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.963 Epoch 27 Batch 701/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.867 Epoch 27 Batch 702/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.854 Epoch 27 Batch 703/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.909 Epoch 27 Batch 704/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.896 Epoch 27 Batch 705/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.874 Epoch 27 Batch 706/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.894 Epoch 27 Batch 707/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.894 Epoch 27 Batch 708/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.919 Epoch 27 Batch 709/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.965 Epoch 27 Batch 710/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.975 Epoch 27 Batch 711/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.894 Epoch 27 Batch 712/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.926 Epoch 27 Batch 713/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.231, Loss: 0.875 Epoch 27 Batch 714/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.231, Loss: 0.909 Epoch 27 Batch 715/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.910 Epoch 27 Batch 716/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.890 Epoch 27 Batch 717/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.965 Epoch 27 Batch 718/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.891 Epoch 27 Batch 719/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.887 Epoch 27 Batch 720/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 0.878 Epoch 27 Batch 721/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.903 Epoch 27 Batch 722/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.904 Epoch 27 Batch 723/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.838 Epoch 27 Batch 724/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.944 Epoch 27 Batch 725/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.918 Epoch 27 Batch 726/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.881 Epoch 27 Batch 727/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.847 Epoch 27 Batch 728/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.890 Epoch 27 Batch 729/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.949 Epoch 27 Batch 730/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.990 Epoch 27 Batch 731/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.896 Epoch 27 Batch 732/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.882 Epoch 27 Batch 733/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.946 Epoch 27 Batch 734/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.847 Epoch 27 Batch 735/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.912 Epoch 27 Batch 736/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.914 Epoch 27 Batch 737/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.880 Epoch 27 Batch 738/1077 - Train Accuracy: 0.286, Validation Accuracy: 0.231, Loss: 0.899 Epoch 27 Batch 739/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.968 Epoch 27 Batch 740/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.961 Epoch 27 Batch 741/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.835 Epoch 27 Batch 742/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.923 Epoch 27 Batch 743/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.857 Epoch 27 Batch 744/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.858 Epoch 27 Batch 745/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.947 Epoch 27 Batch 746/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.917 Epoch 27 Batch 747/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.857 Epoch 27 Batch 748/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.230, Loss: 0.811 Epoch 27 Batch 749/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.884 Epoch 27 Batch 750/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.927 Epoch 27 Batch 751/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.909 Epoch 27 Batch 752/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.915 Epoch 27 Batch 753/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.891 Epoch 27 Batch 754/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.916 Epoch 27 Batch 755/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.901 Epoch 27 Batch 756/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.882 Epoch 27 Batch 757/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.905 Epoch 27 Batch 758/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.900 Epoch 27 Batch 759/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.912 Epoch 27 Batch 760/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.926 Epoch 27 Batch 761/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.964 Epoch 27 Batch 762/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.894 Epoch 27 Batch 763/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.875 Epoch 27 Batch 764/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.937 Epoch 27 Batch 765/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.903 Epoch 27 Batch 766/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.882 Epoch 27 Batch 767/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.944 Epoch 27 Batch 768/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.825 Epoch 27 Batch 769/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.902 Epoch 27 Batch 770/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.931 Epoch 27 Batch 771/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.921 Epoch 27 Batch 772/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.889 Epoch 27 Batch 773/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.897 Epoch 27 Batch 774/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.838 Epoch 27 Batch 775/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.835 Epoch 27 Batch 776/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.856 Epoch 27 Batch 777/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.947 Epoch 27 Batch 778/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.928 Epoch 27 Batch 779/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.907 Epoch 27 Batch 780/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.875 Epoch 27 Batch 781/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.859 Epoch 27 Batch 782/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.886 Epoch 27 Batch 783/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.884 Epoch 27 Batch 784/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.896 Epoch 27 Batch 785/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.949 Epoch 27 Batch 786/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.931 Epoch 27 Batch 787/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.881 Epoch 27 Batch 788/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.907 Epoch 27 Batch 789/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.936 Epoch 27 Batch 790/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.885 Epoch 27 Batch 791/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.846 Epoch 27 Batch 792/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.894 Epoch 27 Batch 793/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.948 Epoch 27 Batch 794/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.873 Epoch 27 Batch 795/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.883 Epoch 27 Batch 796/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.887 Epoch 27 Batch 797/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.911 Epoch 27 Batch 798/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.820 Epoch 27 Batch 799/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.230, Loss: 0.912 Epoch 27 Batch 800/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 1.000 Epoch 27 Batch 801/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.919 Epoch 27 Batch 802/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.904 Epoch 27 Batch 803/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.866 Epoch 27 Batch 804/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.910 Epoch 27 Batch 805/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.863 Epoch 27 Batch 806/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.860 Epoch 27 Batch 807/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.921 Epoch 27 Batch 808/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.946 Epoch 27 Batch 809/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.920 Epoch 27 Batch 810/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.940 Epoch 27 Batch 811/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.955 Epoch 27 Batch 812/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.938 Epoch 27 Batch 813/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.881 Epoch 27 Batch 814/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.849 Epoch 27 Batch 815/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.866 Epoch 27 Batch 816/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.857 Epoch 27 Batch 817/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.850 Epoch 27 Batch 818/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.926 Epoch 27 Batch 819/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.858 Epoch 27 Batch 820/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.935 Epoch 27 Batch 821/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.821 Epoch 27 Batch 822/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.828 Epoch 27 Batch 823/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.889 Epoch 27 Batch 824/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.896 Epoch 27 Batch 825/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.895 Epoch 27 Batch 826/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.876 Epoch 27 Batch 827/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.861 Epoch 27 Batch 828/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.862 Epoch 27 Batch 829/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.924 Epoch 27 Batch 830/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.935 Epoch 27 Batch 831/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.230, Loss: 0.911 Epoch 27 Batch 832/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.820 Epoch 27 Batch 833/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.947 Epoch 27 Batch 834/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.230, Loss: 0.904 Epoch 27 Batch 835/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.834 Epoch 27 Batch 836/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.882 Epoch 27 Batch 837/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.917 Epoch 27 Batch 838/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.933 Epoch 27 Batch 839/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.872 Epoch 27 Batch 840/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.963 Epoch 27 Batch 841/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.927 Epoch 27 Batch 842/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.815 Epoch 27 Batch 843/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.940 Epoch 27 Batch 844/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.927 Epoch 27 Batch 845/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.860 Epoch 27 Batch 846/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.929 Epoch 27 Batch 847/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.934 Epoch 27 Batch 848/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.901 Epoch 27 Batch 849/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.875 Epoch 27 Batch 850/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.894 Epoch 27 Batch 851/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.921 Epoch 27 Batch 852/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.891 Epoch 27 Batch 853/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.969 Epoch 27 Batch 854/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.927 Epoch 27 Batch 855/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.889 Epoch 27 Batch 856/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.888 Epoch 27 Batch 857/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.944 Epoch 27 Batch 858/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.942 Epoch 27 Batch 859/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.958 Epoch 27 Batch 860/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.954 Epoch 27 Batch 861/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.867 Epoch 27 Batch 862/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.942 Epoch 27 Batch 863/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.866 Epoch 27 Batch 864/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.807 Epoch 27 Batch 865/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.230, Loss: 0.872 Epoch 27 Batch 866/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.920 Epoch 27 Batch 867/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.906 Epoch 27 Batch 868/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.892 Epoch 27 Batch 869/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.943 Epoch 27 Batch 870/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.852 Epoch 27 Batch 871/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.911 Epoch 27 Batch 872/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.900 Epoch 27 Batch 873/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.908 Epoch 27 Batch 874/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.930 Epoch 27 Batch 875/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.881 Epoch 27 Batch 876/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.887 Epoch 27 Batch 877/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.836 Epoch 27 Batch 878/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.951 Epoch 27 Batch 879/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.919 Epoch 27 Batch 880/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.904 Epoch 27 Batch 881/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.939 Epoch 27 Batch 882/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.959 Epoch 27 Batch 883/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.944 Epoch 27 Batch 884/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.862 Epoch 27 Batch 885/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.230, Loss: 0.901 Epoch 27 Batch 886/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.912 Epoch 27 Batch 887/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.946 Epoch 27 Batch 888/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.917 Epoch 27 Batch 889/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.905 Epoch 27 Batch 890/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.230, Loss: 0.895 Epoch 27 Batch 891/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.897 Epoch 27 Batch 892/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.859 Epoch 27 Batch 893/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.879 Epoch 27 Batch 894/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.874 Epoch 27 Batch 895/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.929 Epoch 27 Batch 896/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.230, Loss: 0.887 Epoch 27 Batch 897/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.879 Epoch 27 Batch 898/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.909 Epoch 27 Batch 899/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.940 Epoch 27 Batch 900/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.839 Epoch 27 Batch 901/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.903 Epoch 27 Batch 902/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.885 Epoch 27 Batch 903/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.906 Epoch 27 Batch 904/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.862 Epoch 27 Batch 905/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.889 Epoch 27 Batch 906/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.899 Epoch 27 Batch 907/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.909 Epoch 27 Batch 908/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.912 Epoch 27 Batch 909/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.231, Loss: 0.902 Epoch 27 Batch 910/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.874 Epoch 27 Batch 911/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.231, Loss: 0.889 Epoch 27 Batch 912/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.926 Epoch 27 Batch 913/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.923 Epoch 27 Batch 914/1077 - Train Accuracy: 0.299, Validation Accuracy: 0.230, Loss: 0.890 Epoch 27 Batch 915/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.231, Loss: 0.875 Epoch 27 Batch 916/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.894 Epoch 27 Batch 917/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.881 Epoch 27 Batch 918/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.903 Epoch 27 Batch 919/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.231, Loss: 0.960 Epoch 27 Batch 920/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.890 Epoch 27 Batch 921/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.901 Epoch 27 Batch 922/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.867 Epoch 27 Batch 923/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.230, Loss: 0.942 Epoch 27 Batch 924/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.231, Loss: 0.900 Epoch 27 Batch 925/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.231, Loss: 0.932 Epoch 27 Batch 926/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.955 Epoch 27 Batch 927/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 0.928 Epoch 27 Batch 928/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.841 Epoch 27 Batch 929/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.880 Epoch 27 Batch 930/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.865 Epoch 27 Batch 931/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.938 Epoch 27 Batch 932/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.924 Epoch 27 Batch 933/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.849 Epoch 27 Batch 934/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.866 Epoch 27 Batch 935/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.882 Epoch 27 Batch 936/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.889 Epoch 27 Batch 937/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.983 Epoch 27 Batch 938/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.898 Epoch 27 Batch 939/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.933 Epoch 27 Batch 940/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.958 Epoch 27 Batch 941/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.876 Epoch 27 Batch 942/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.886 Epoch 27 Batch 943/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.871 Epoch 27 Batch 944/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.949 Epoch 27 Batch 945/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.823 Epoch 27 Batch 946/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.910 Epoch 27 Batch 947/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.895 Epoch 27 Batch 948/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.850 Epoch 27 Batch 949/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.868 Epoch 27 Batch 950/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.878 Epoch 27 Batch 951/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.906 Epoch 27 Batch 952/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.926 Epoch 27 Batch 953/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.862 Epoch 27 Batch 954/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.850 Epoch 27 Batch 955/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.831 Epoch 27 Batch 956/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.942 Epoch 27 Batch 957/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.900 Epoch 27 Batch 958/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.923 Epoch 27 Batch 959/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.945 Epoch 27 Batch 960/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.888 Epoch 27 Batch 961/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.905 Epoch 27 Batch 962/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.899 Epoch 27 Batch 963/1077 - Train Accuracy: 0.069, Validation Accuracy: 0.230, Loss: 0.934 Epoch 27 Batch 964/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.888 Epoch 27 Batch 965/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.230, Loss: 0.891 Epoch 27 Batch 966/1077 - Train Accuracy: 0.261, Validation Accuracy: 0.230, Loss: 0.902 Epoch 27 Batch 967/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.934 Epoch 27 Batch 968/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.961 Epoch 27 Batch 969/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.920 Epoch 27 Batch 970/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.833 Epoch 27 Batch 971/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.918 Epoch 27 Batch 972/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.916 Epoch 27 Batch 973/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.853 Epoch 27 Batch 974/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.864 Epoch 27 Batch 975/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.915 Epoch 27 Batch 976/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.864 Epoch 27 Batch 977/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.914 Epoch 27 Batch 978/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.933 Epoch 27 Batch 979/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.230, Loss: 0.910 Epoch 27 Batch 980/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.924 Epoch 27 Batch 981/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.936 Epoch 27 Batch 982/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.917 Epoch 27 Batch 983/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.866 Epoch 27 Batch 984/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.877 Epoch 27 Batch 985/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.229, Loss: 0.917 Epoch 27 Batch 986/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.916 Epoch 27 Batch 987/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.939 Epoch 27 Batch 988/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.229, Loss: 0.930 Epoch 27 Batch 989/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.879 Epoch 27 Batch 990/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.229, Loss: 0.996 Epoch 27 Batch 991/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.229, Loss: 0.899 Epoch 27 Batch 992/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.930 Epoch 27 Batch 993/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.925 Epoch 27 Batch 994/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.907 Epoch 27 Batch 995/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.865 Epoch 27 Batch 996/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.914 Epoch 27 Batch 997/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.230, Loss: 0.930 Epoch 27 Batch 998/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.919 Epoch 27 Batch 999/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.923 Epoch 27 Batch 1000/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.903 Epoch 27 Batch 1001/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.231, Loss: 0.877 Epoch 27 Batch 1002/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.966 Epoch 27 Batch 1003/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.923 Epoch 27 Batch 1004/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.966 Epoch 27 Batch 1005/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.961 Epoch 27 Batch 1006/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.855 Epoch 27 Batch 1007/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.932 Epoch 27 Batch 1008/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.932 Epoch 27 Batch 1009/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.907 Epoch 27 Batch 1010/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.909 Epoch 27 Batch 1011/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.930 Epoch 27 Batch 1012/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.858 Epoch 27 Batch 1013/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.836 Epoch 27 Batch 1014/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.882 Epoch 27 Batch 1015/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.961 Epoch 27 Batch 1016/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.868 Epoch 27 Batch 1017/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.230, Loss: 0.928 Epoch 27 Batch 1018/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.867 Epoch 27 Batch 1019/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.899 Epoch 27 Batch 1020/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.871 Epoch 27 Batch 1021/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.900 Epoch 27 Batch 1022/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.891 Epoch 27 Batch 1023/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.231, Loss: 0.943 Epoch 27 Batch 1024/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.961 Epoch 27 Batch 1025/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.879 Epoch 27 Batch 1026/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.916 Epoch 27 Batch 1027/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.916 Epoch 27 Batch 1028/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.231, Loss: 0.857 Epoch 27 Batch 1029/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.906 Epoch 27 Batch 1030/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.848 Epoch 27 Batch 1031/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.906 Epoch 27 Batch 1032/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.979 Epoch 27 Batch 1033/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.933 Epoch 27 Batch 1034/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.881 Epoch 27 Batch 1035/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.850 Epoch 27 Batch 1036/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.990 Epoch 27 Batch 1037/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.230, Loss: 0.958 Epoch 27 Batch 1038/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.916 Epoch 27 Batch 1039/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.850 Epoch 27 Batch 1040/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.861 Epoch 27 Batch 1041/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.905 Epoch 27 Batch 1042/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.866 Epoch 27 Batch 1043/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.230, Loss: 0.897 Epoch 27 Batch 1044/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 1.012 Epoch 27 Batch 1045/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.890 Epoch 27 Batch 1046/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.927 Epoch 27 Batch 1047/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.936 Epoch 27 Batch 1048/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.867 Epoch 27 Batch 1049/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.948 Epoch 27 Batch 1050/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.885 Epoch 27 Batch 1051/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.822 Epoch 27 Batch 1052/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.936 Epoch 27 Batch 1053/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.937 Epoch 27 Batch 1054/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.944 Epoch 27 Batch 1055/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.933 Epoch 27 Batch 1056/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.924 Epoch 27 Batch 1057/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.929 Epoch 27 Batch 1058/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.924 Epoch 27 Batch 1059/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.899 Epoch 27 Batch 1060/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.889 Epoch 27 Batch 1061/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.929 Epoch 27 Batch 1062/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.942 Epoch 27 Batch 1063/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.946 Epoch 27 Batch 1064/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.903 Epoch 27 Batch 1065/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.951 Epoch 27 Batch 1066/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.887 Epoch 27 Batch 1067/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.856 Epoch 27 Batch 1068/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.809 Epoch 27 Batch 1069/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.885 Epoch 27 Batch 1070/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.868 Epoch 27 Batch 1071/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.930 Epoch 27 Batch 1072/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.895 Epoch 27 Batch 1073/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.875 Epoch 27 Batch 1074/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.912 Epoch 27 Batch 1075/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.894 Epoch 28 Batch 0/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.867 Epoch 28 Batch 1/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.890 Epoch 28 Batch 2/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.879 Epoch 28 Batch 3/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.884 Epoch 28 Batch 4/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.880 Epoch 28 Batch 5/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.937 Epoch 28 Batch 6/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.891 Epoch 28 Batch 7/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.230, Loss: 0.871 Epoch 28 Batch 8/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.911 Epoch 28 Batch 9/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.902 Epoch 28 Batch 10/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.231, Loss: 0.880 Epoch 28 Batch 11/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.904 Epoch 28 Batch 12/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.892 Epoch 28 Batch 13/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.930 Epoch 28 Batch 14/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.869 Epoch 28 Batch 15/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.887 Epoch 28 Batch 16/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.916 Epoch 28 Batch 17/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.842 Epoch 28 Batch 18/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.870 Epoch 28 Batch 19/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.895 Epoch 28 Batch 20/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.921 Epoch 28 Batch 21/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.899 Epoch 28 Batch 22/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.951 Epoch 28 Batch 23/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.920 Epoch 28 Batch 24/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.920 Epoch 28 Batch 25/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.825 Epoch 28 Batch 26/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.902 Epoch 28 Batch 27/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.845 Epoch 28 Batch 28/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.923 Epoch 28 Batch 29/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.890 Epoch 28 Batch 30/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.910 Epoch 28 Batch 31/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.890 Epoch 28 Batch 32/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.907 Epoch 28 Batch 33/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.858 Epoch 28 Batch 34/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.880 Epoch 28 Batch 35/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.902 Epoch 28 Batch 36/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.875 Epoch 28 Batch 37/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.910 Epoch 28 Batch 38/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.231, Loss: 0.882 Epoch 28 Batch 39/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.890 Epoch 28 Batch 40/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.882 Epoch 28 Batch 41/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.962 Epoch 28 Batch 42/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.950 Epoch 28 Batch 43/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.885 Epoch 28 Batch 44/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.882 Epoch 28 Batch 45/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.860 Epoch 28 Batch 46/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.230, Loss: 0.832 Epoch 28 Batch 47/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.907 Epoch 28 Batch 48/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.861 Epoch 28 Batch 49/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.231, Loss: 0.903 Epoch 28 Batch 50/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.928 Epoch 28 Batch 51/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.877 Epoch 28 Batch 52/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.921 Epoch 28 Batch 53/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.231, Loss: 0.887 Epoch 28 Batch 54/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.892 Epoch 28 Batch 55/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.844 Epoch 28 Batch 56/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.937 Epoch 28 Batch 57/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.231, Loss: 0.907 Epoch 28 Batch 58/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.897 Epoch 28 Batch 59/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.841 Epoch 28 Batch 60/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.862 Epoch 28 Batch 61/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.959 Epoch 28 Batch 62/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.888 Epoch 28 Batch 63/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.912 Epoch 28 Batch 64/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.963 Epoch 28 Batch 65/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.832 Epoch 28 Batch 66/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.231, Loss: 0.923 Epoch 28 Batch 67/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.959 Epoch 28 Batch 68/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.877 Epoch 28 Batch 69/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.919 Epoch 28 Batch 70/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.920 Epoch 28 Batch 71/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.884 Epoch 28 Batch 72/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.959 Epoch 28 Batch 73/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.867 Epoch 28 Batch 74/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.852 Epoch 28 Batch 75/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.903 Epoch 28 Batch 76/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.863 Epoch 28 Batch 77/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.939 Epoch 28 Batch 78/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.231, Loss: 0.881 Epoch 28 Batch 79/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.819 Epoch 28 Batch 80/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.897 Epoch 28 Batch 81/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.231, Loss: 0.917 Epoch 28 Batch 82/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.231, Loss: 0.898 Epoch 28 Batch 83/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.902 Epoch 28 Batch 84/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.856 Epoch 28 Batch 85/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.911 Epoch 28 Batch 86/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.907 Epoch 28 Batch 87/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.866 Epoch 28 Batch 88/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.875 Epoch 28 Batch 89/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.922 Epoch 28 Batch 90/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.901 Epoch 28 Batch 91/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.847 Epoch 28 Batch 92/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.899 Epoch 28 Batch 93/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.827 Epoch 28 Batch 94/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.863 Epoch 28 Batch 95/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.921 Epoch 28 Batch 96/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.837 Epoch 28 Batch 97/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.905 Epoch 28 Batch 98/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.895 Epoch 28 Batch 99/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.978 Epoch 28 Batch 100/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.891 Epoch 28 Batch 101/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.856 Epoch 28 Batch 102/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.929 Epoch 28 Batch 103/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.908 Epoch 28 Batch 104/1077 - Train Accuracy: 0.102, Validation Accuracy: 0.229, Loss: 0.926 Epoch 28 Batch 105/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.919 Epoch 28 Batch 106/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.230, Loss: 0.904 Epoch 28 Batch 107/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.889 Epoch 28 Batch 108/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.230, Loss: 0.891 Epoch 28 Batch 109/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.850 Epoch 28 Batch 110/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.230, Loss: 0.927 Epoch 28 Batch 111/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.884 Epoch 28 Batch 112/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.881 Epoch 28 Batch 113/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.937 Epoch 28 Batch 114/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.892 Epoch 28 Batch 115/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.949 Epoch 28 Batch 116/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.231, Loss: 0.900 Epoch 28 Batch 117/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.881 Epoch 28 Batch 118/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.231, Loss: 0.927 Epoch 28 Batch 119/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.903 Epoch 28 Batch 120/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.874 Epoch 28 Batch 121/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.923 Epoch 28 Batch 122/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.879 Epoch 28 Batch 123/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.941 Epoch 28 Batch 124/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.947 Epoch 28 Batch 125/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.921 Epoch 28 Batch 126/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.910 Epoch 28 Batch 127/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.905 Epoch 28 Batch 128/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.869 Epoch 28 Batch 129/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.915 Epoch 28 Batch 130/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.231, Loss: 0.891 Epoch 28 Batch 131/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.877 Epoch 28 Batch 132/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.231, Loss: 0.915 Epoch 28 Batch 133/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.231, Loss: 0.889 Epoch 28 Batch 134/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.885 Epoch 28 Batch 135/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.960 Epoch 28 Batch 136/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.841 Epoch 28 Batch 137/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.918 Epoch 28 Batch 138/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.881 Epoch 28 Batch 139/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.890 Epoch 28 Batch 140/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.907 Epoch 28 Batch 141/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.914 Epoch 28 Batch 142/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.924 Epoch 28 Batch 143/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.891 Epoch 28 Batch 144/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.938 Epoch 28 Batch 145/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.821 Epoch 28 Batch 146/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.970 Epoch 28 Batch 147/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.936 Epoch 28 Batch 148/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.928 Epoch 28 Batch 149/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.912 Epoch 28 Batch 150/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.951 Epoch 28 Batch 151/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.855 Epoch 28 Batch 152/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.928 Epoch 28 Batch 153/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.955 Epoch 28 Batch 154/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.910 Epoch 28 Batch 155/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.817 Epoch 28 Batch 156/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.937 Epoch 28 Batch 157/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.869 Epoch 28 Batch 158/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.945 Epoch 28 Batch 159/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.881 Epoch 28 Batch 160/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.878 Epoch 28 Batch 161/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.881 Epoch 28 Batch 162/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.959 Epoch 28 Batch 163/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.957 Epoch 28 Batch 164/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.909 Epoch 28 Batch 165/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.922 Epoch 28 Batch 166/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.893 Epoch 28 Batch 167/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.930 Epoch 28 Batch 168/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.885 Epoch 28 Batch 169/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.910 Epoch 28 Batch 170/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.867 Epoch 28 Batch 171/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.230, Loss: 0.852 Epoch 28 Batch 172/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.873 Epoch 28 Batch 173/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.865 Epoch 28 Batch 174/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.900 Epoch 28 Batch 175/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.855 Epoch 28 Batch 176/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.954 Epoch 28 Batch 177/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.918 Epoch 28 Batch 178/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.918 Epoch 28 Batch 179/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.881 Epoch 28 Batch 180/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.884 Epoch 28 Batch 181/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.878 Epoch 28 Batch 182/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.916 Epoch 28 Batch 183/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.913 Epoch 28 Batch 184/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.859 Epoch 28 Batch 185/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.924 Epoch 28 Batch 186/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.998 Epoch 28 Batch 187/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.843 Epoch 28 Batch 188/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.930 Epoch 28 Batch 189/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.863 Epoch 28 Batch 190/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.847 Epoch 28 Batch 191/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.230, Loss: 0.870 Epoch 28 Batch 192/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.841 Epoch 28 Batch 193/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.876 Epoch 28 Batch 194/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.871 Epoch 28 Batch 195/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.927 Epoch 28 Batch 196/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.830 Epoch 28 Batch 197/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.868 Epoch 28 Batch 198/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.890 Epoch 28 Batch 199/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.891 Epoch 28 Batch 200/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 0.919 Epoch 28 Batch 201/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.868 Epoch 28 Batch 202/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.852 Epoch 28 Batch 203/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.919 Epoch 28 Batch 204/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.889 Epoch 28 Batch 205/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.927 Epoch 28 Batch 206/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.915 Epoch 28 Batch 207/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.871 Epoch 28 Batch 208/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.919 Epoch 28 Batch 209/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.877 Epoch 28 Batch 210/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.898 Epoch 28 Batch 211/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.920 Epoch 28 Batch 212/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.897 Epoch 28 Batch 213/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.896 Epoch 28 Batch 214/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.925 Epoch 28 Batch 215/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.941 Epoch 28 Batch 216/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.930 Epoch 28 Batch 217/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.892 Epoch 28 Batch 218/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.230, Loss: 0.952 Epoch 28 Batch 219/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.230, Loss: 0.878 Epoch 28 Batch 220/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.927 Epoch 28 Batch 221/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.948 Epoch 28 Batch 222/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.815 Epoch 28 Batch 223/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.869 Epoch 28 Batch 224/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.907 Epoch 28 Batch 225/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.914 Epoch 28 Batch 226/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.948 Epoch 28 Batch 227/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.830 Epoch 28 Batch 228/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.906 Epoch 28 Batch 229/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.901 Epoch 28 Batch 230/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.904 Epoch 28 Batch 231/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.958 Epoch 28 Batch 232/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.231, Loss: 0.851 Epoch 28 Batch 233/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.963 Epoch 28 Batch 234/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.963 Epoch 28 Batch 235/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.891 Epoch 28 Batch 236/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.953 Epoch 28 Batch 237/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.898 Epoch 28 Batch 238/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.882 Epoch 28 Batch 239/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.231, Loss: 0.875 Epoch 28 Batch 240/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.927 Epoch 28 Batch 241/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.856 Epoch 28 Batch 242/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.900 Epoch 28 Batch 243/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.939 Epoch 28 Batch 244/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.230, Loss: 0.988 Epoch 28 Batch 245/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.910 Epoch 28 Batch 246/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.893 Epoch 28 Batch 247/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.849 Epoch 28 Batch 248/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.880 Epoch 28 Batch 249/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.941 Epoch 28 Batch 250/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.230, Loss: 0.884 Epoch 28 Batch 251/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.906 Epoch 28 Batch 252/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.959 Epoch 28 Batch 253/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.230, Loss: 0.903 Epoch 28 Batch 254/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.928 Epoch 28 Batch 255/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.854 Epoch 28 Batch 256/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.983 Epoch 28 Batch 257/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.865 Epoch 28 Batch 258/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.934 Epoch 28 Batch 259/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.833 Epoch 28 Batch 260/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.920 Epoch 28 Batch 261/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.230, Loss: 0.889 Epoch 28 Batch 262/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.877 Epoch 28 Batch 263/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.230, Loss: 0.921 Epoch 28 Batch 264/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.930 Epoch 28 Batch 265/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.914 Epoch 28 Batch 266/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.938 Epoch 28 Batch 267/1077 - Train Accuracy: 0.221, Validation Accuracy: 0.230, Loss: 0.867 Epoch 28 Batch 268/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.917 Epoch 28 Batch 269/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.933 Epoch 28 Batch 270/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.891 Epoch 28 Batch 271/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.901 Epoch 28 Batch 272/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.957 Epoch 28 Batch 273/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.867 Epoch 28 Batch 274/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.928 Epoch 28 Batch 275/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.913 Epoch 28 Batch 276/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.912 Epoch 28 Batch 277/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.231, Loss: 0.874 Epoch 28 Batch 278/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.910 Epoch 28 Batch 279/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.966 Epoch 28 Batch 280/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.925 Epoch 28 Batch 281/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.853 Epoch 28 Batch 282/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.836 Epoch 28 Batch 283/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.925 Epoch 28 Batch 284/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.967 Epoch 28 Batch 285/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.967 Epoch 28 Batch 286/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.852 Epoch 28 Batch 287/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.873 Epoch 28 Batch 288/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.834 Epoch 28 Batch 289/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.892 Epoch 28 Batch 290/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.921 Epoch 28 Batch 291/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.231, Loss: 0.842 Epoch 28 Batch 292/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.897 Epoch 28 Batch 293/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.853 Epoch 28 Batch 294/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.231, Loss: 0.890 Epoch 28 Batch 295/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.877 Epoch 28 Batch 296/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.843 Epoch 28 Batch 297/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.941 Epoch 28 Batch 298/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.905 Epoch 28 Batch 299/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.895 Epoch 28 Batch 300/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.231, Loss: 0.854 Epoch 28 Batch 301/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.900 Epoch 28 Batch 302/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.864 Epoch 28 Batch 303/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.230, Loss: 0.864 Epoch 28 Batch 304/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.945 Epoch 28 Batch 305/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.849 Epoch 28 Batch 306/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.871 Epoch 28 Batch 307/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.901 Epoch 28 Batch 308/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.886 Epoch 28 Batch 309/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.885 Epoch 28 Batch 310/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.987 Epoch 28 Batch 311/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.903 Epoch 28 Batch 312/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.877 Epoch 28 Batch 313/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.908 Epoch 28 Batch 314/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.966 Epoch 28 Batch 315/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.915 Epoch 28 Batch 316/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.908 Epoch 28 Batch 317/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.857 Epoch 28 Batch 318/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.894 Epoch 28 Batch 319/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.897 Epoch 28 Batch 320/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.887 Epoch 28 Batch 321/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.900 Epoch 28 Batch 322/1077 - Train Accuracy: 0.180, Validation Accuracy: 0.231, Loss: 0.903 Epoch 28 Batch 323/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.900 Epoch 28 Batch 324/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.930 Epoch 28 Batch 325/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.931 Epoch 28 Batch 326/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.908 Epoch 28 Batch 327/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.957 Epoch 28 Batch 328/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.922 Epoch 28 Batch 329/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.931 Epoch 28 Batch 330/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.854 Epoch 28 Batch 331/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.879 Epoch 28 Batch 332/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.878 Epoch 28 Batch 333/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.895 Epoch 28 Batch 334/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.912 Epoch 28 Batch 335/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.814 Epoch 28 Batch 336/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.938 Epoch 28 Batch 337/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.851 Epoch 28 Batch 338/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.911 Epoch 28 Batch 339/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.889 Epoch 28 Batch 340/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.889 Epoch 28 Batch 341/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.918 Epoch 28 Batch 342/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.892 Epoch 28 Batch 343/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.872 Epoch 28 Batch 344/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.856 Epoch 28 Batch 345/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.913 Epoch 28 Batch 346/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.886 Epoch 28 Batch 347/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.884 Epoch 28 Batch 348/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.229, Loss: 0.931 Epoch 28 Batch 349/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.826 Epoch 28 Batch 350/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.871 Epoch 28 Batch 351/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.902 Epoch 28 Batch 352/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.866 Epoch 28 Batch 353/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.926 Epoch 28 Batch 354/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.873 Epoch 28 Batch 355/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.881 Epoch 28 Batch 356/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.877 Epoch 28 Batch 357/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.880 Epoch 28 Batch 358/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.929 Epoch 28 Batch 359/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.882 Epoch 28 Batch 360/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.847 Epoch 28 Batch 361/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.879 Epoch 28 Batch 362/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.928 Epoch 28 Batch 363/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.839 Epoch 28 Batch 364/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.965 Epoch 28 Batch 365/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.885 Epoch 28 Batch 366/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.942 Epoch 28 Batch 367/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.870 Epoch 28 Batch 368/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.948 Epoch 28 Batch 369/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.897 Epoch 28 Batch 370/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.909 Epoch 28 Batch 371/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.881 Epoch 28 Batch 372/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.873 Epoch 28 Batch 373/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.916 Epoch 28 Batch 374/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 0.881 Epoch 28 Batch 375/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.231, Loss: 0.872 Epoch 28 Batch 376/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.230, Loss: 0.829 Epoch 28 Batch 377/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.900 Epoch 28 Batch 378/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.851 Epoch 28 Batch 379/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.866 Epoch 28 Batch 380/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.888 Epoch 28 Batch 381/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.884 Epoch 28 Batch 382/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.903 Epoch 28 Batch 383/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.815 Epoch 28 Batch 384/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.893 Epoch 28 Batch 385/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.971 Epoch 28 Batch 386/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.890 Epoch 28 Batch 387/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.908 Epoch 28 Batch 388/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.230, Loss: 0.878 Epoch 28 Batch 389/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.956 Epoch 28 Batch 390/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.906 Epoch 28 Batch 391/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.229, Loss: 0.863 Epoch 28 Batch 392/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.960 Epoch 28 Batch 393/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.890 Epoch 28 Batch 394/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.846 Epoch 28 Batch 395/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.967 Epoch 28 Batch 396/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.936 Epoch 28 Batch 397/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.921 Epoch 28 Batch 398/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.913 Epoch 28 Batch 399/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.907 Epoch 28 Batch 400/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.924 Epoch 28 Batch 401/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.853 Epoch 28 Batch 402/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.884 Epoch 28 Batch 403/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.924 Epoch 28 Batch 404/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.951 Epoch 28 Batch 405/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.855 Epoch 28 Batch 406/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.906 Epoch 28 Batch 407/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.898 Epoch 28 Batch 408/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.892 Epoch 28 Batch 409/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.900 Epoch 28 Batch 410/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.230, Loss: 0.872 Epoch 28 Batch 411/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.935 Epoch 28 Batch 412/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.905 Epoch 28 Batch 413/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.903 Epoch 28 Batch 414/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.947 Epoch 28 Batch 415/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.967 Epoch 28 Batch 416/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.893 Epoch 28 Batch 417/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.906 Epoch 28 Batch 418/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.921 Epoch 28 Batch 419/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.905 Epoch 28 Batch 420/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.896 Epoch 28 Batch 421/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.969 Epoch 28 Batch 422/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.894 Epoch 28 Batch 423/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.954 Epoch 28 Batch 424/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.933 Epoch 28 Batch 425/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.953 Epoch 28 Batch 426/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.913 Epoch 28 Batch 427/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.894 Epoch 28 Batch 428/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.230, Loss: 0.824 Epoch 28 Batch 429/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.898 Epoch 28 Batch 430/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.873 Epoch 28 Batch 431/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.907 Epoch 28 Batch 432/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.874 Epoch 28 Batch 433/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.898 Epoch 28 Batch 434/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.920 Epoch 28 Batch 435/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.934 Epoch 28 Batch 436/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.965 Epoch 28 Batch 437/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.812 Epoch 28 Batch 438/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.881 Epoch 28 Batch 439/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.894 Epoch 28 Batch 440/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.909 Epoch 28 Batch 441/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.907 Epoch 28 Batch 442/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.823 Epoch 28 Batch 443/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.854 Epoch 28 Batch 444/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.853 Epoch 28 Batch 445/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.879 Epoch 28 Batch 446/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.879 Epoch 28 Batch 447/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.927 Epoch 28 Batch 448/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.899 Epoch 28 Batch 449/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.866 Epoch 28 Batch 450/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.909 Epoch 28 Batch 451/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.865 Epoch 28 Batch 452/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.854 Epoch 28 Batch 453/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.911 Epoch 28 Batch 454/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.915 Epoch 28 Batch 455/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.230, Loss: 0.842 Epoch 28 Batch 456/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.892 Epoch 28 Batch 457/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.887 Epoch 28 Batch 458/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.230, Loss: 0.874 Epoch 28 Batch 459/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.905 Epoch 28 Batch 460/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.970 Epoch 28 Batch 461/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.910 Epoch 28 Batch 462/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.838 Epoch 28 Batch 463/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.904 Epoch 28 Batch 464/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.230, Loss: 0.935 Epoch 28 Batch 465/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.879 Epoch 28 Batch 466/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.868 Epoch 28 Batch 467/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.906 Epoch 28 Batch 468/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.862 Epoch 28 Batch 469/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.925 Epoch 28 Batch 470/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.878 Epoch 28 Batch 471/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.848 Epoch 28 Batch 472/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.904 Epoch 28 Batch 473/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.914 Epoch 28 Batch 474/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.910 Epoch 28 Batch 475/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.941 Epoch 28 Batch 476/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.231, Loss: 0.911 Epoch 28 Batch 477/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.231, Loss: 0.942 Epoch 28 Batch 478/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.929 Epoch 28 Batch 479/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.905 Epoch 28 Batch 480/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.892 Epoch 28 Batch 481/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.995 Epoch 28 Batch 482/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.939 Epoch 28 Batch 483/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.924 Epoch 28 Batch 484/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.856 Epoch 28 Batch 485/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.908 Epoch 28 Batch 486/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.889 Epoch 28 Batch 487/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.942 Epoch 28 Batch 488/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.898 Epoch 28 Batch 489/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.888 Epoch 28 Batch 490/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.925 Epoch 28 Batch 491/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.874 Epoch 28 Batch 492/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.887 Epoch 28 Batch 493/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.876 Epoch 28 Batch 494/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.911 Epoch 28 Batch 495/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.949 Epoch 28 Batch 496/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.231, Loss: 0.931 Epoch 28 Batch 497/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.918 Epoch 28 Batch 498/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.905 Epoch 28 Batch 499/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.232, Loss: 0.901 Epoch 28 Batch 500/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.922 Epoch 28 Batch 501/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.232, Loss: 0.910 Epoch 28 Batch 502/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.907 Epoch 28 Batch 503/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.948 Epoch 28 Batch 504/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.884 Epoch 28 Batch 505/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.852 Epoch 28 Batch 506/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.921 Epoch 28 Batch 507/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.857 Epoch 28 Batch 508/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.919 Epoch 28 Batch 509/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.901 Epoch 28 Batch 510/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.845 Epoch 28 Batch 511/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.914 Epoch 28 Batch 512/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.906 Epoch 28 Batch 513/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.959 Epoch 28 Batch 514/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.969 Epoch 28 Batch 515/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.891 Epoch 28 Batch 516/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.863 Epoch 28 Batch 517/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.920 Epoch 28 Batch 518/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.889 Epoch 28 Batch 519/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.861 Epoch 28 Batch 520/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.918 Epoch 28 Batch 521/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.848 Epoch 28 Batch 522/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.873 Epoch 28 Batch 523/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.887 Epoch 28 Batch 524/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.904 Epoch 28 Batch 525/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.888 Epoch 28 Batch 526/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.997 Epoch 28 Batch 527/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.913 Epoch 28 Batch 528/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.930 Epoch 28 Batch 529/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.924 Epoch 28 Batch 530/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.961 Epoch 28 Batch 531/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.926 Epoch 28 Batch 532/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.230, Loss: 0.884 Epoch 28 Batch 533/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.936 Epoch 28 Batch 534/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.910 Epoch 28 Batch 535/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.883 Epoch 28 Batch 536/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.873 Epoch 28 Batch 537/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.873 Epoch 28 Batch 538/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.862 Epoch 28 Batch 539/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.891 Epoch 28 Batch 540/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.893 Epoch 28 Batch 541/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.868 Epoch 28 Batch 542/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.953 Epoch 28 Batch 543/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.831 Epoch 28 Batch 544/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.882 Epoch 28 Batch 545/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.867 Epoch 28 Batch 546/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.901 Epoch 28 Batch 547/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.942 Epoch 28 Batch 548/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.906 Epoch 28 Batch 549/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.916 Epoch 28 Batch 550/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.949 Epoch 28 Batch 551/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.826 Epoch 28 Batch 552/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.856 Epoch 28 Batch 553/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.925 Epoch 28 Batch 554/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.230, Loss: 0.845 Epoch 28 Batch 555/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.888 Epoch 28 Batch 556/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.874 Epoch 28 Batch 557/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.942 Epoch 28 Batch 558/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.952 Epoch 28 Batch 559/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.879 Epoch 28 Batch 560/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.917 Epoch 28 Batch 561/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.920 Epoch 28 Batch 562/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.887 Epoch 28 Batch 563/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.979 Epoch 28 Batch 564/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.887 Epoch 28 Batch 565/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.893 Epoch 28 Batch 566/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.867 Epoch 28 Batch 567/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.844 Epoch 28 Batch 568/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.863 Epoch 28 Batch 569/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.921 Epoch 28 Batch 570/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.887 Epoch 28 Batch 571/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.866 Epoch 28 Batch 572/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.932 Epoch 28 Batch 573/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.949 Epoch 28 Batch 574/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.832 Epoch 28 Batch 575/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.968 Epoch 28 Batch 576/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.881 Epoch 28 Batch 577/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.857 Epoch 28 Batch 578/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.953 Epoch 28 Batch 579/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.909 Epoch 28 Batch 580/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.868 Epoch 28 Batch 581/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.903 Epoch 28 Batch 582/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.924 Epoch 28 Batch 583/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.937 Epoch 28 Batch 584/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.934 Epoch 28 Batch 585/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.859 Epoch 28 Batch 586/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.865 Epoch 28 Batch 587/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.851 Epoch 28 Batch 588/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.917 Epoch 28 Batch 589/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.943 Epoch 28 Batch 590/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.907 Epoch 28 Batch 591/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.230, Loss: 0.932 Epoch 28 Batch 592/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.943 Epoch 28 Batch 593/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.924 Epoch 28 Batch 594/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.911 Epoch 28 Batch 595/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.903 Epoch 28 Batch 596/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.868 Epoch 28 Batch 597/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.902 Epoch 28 Batch 598/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.871 Epoch 28 Batch 599/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.888 Epoch 28 Batch 600/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.860 Epoch 28 Batch 601/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.880 Epoch 28 Batch 602/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.943 Epoch 28 Batch 603/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.901 Epoch 28 Batch 604/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.945 Epoch 28 Batch 605/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.906 Epoch 28 Batch 606/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.948 Epoch 28 Batch 607/1077 - Train Accuracy: 0.238, Validation Accuracy: 0.230, Loss: 0.805 Epoch 28 Batch 608/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.933 Epoch 28 Batch 609/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.942 Epoch 28 Batch 610/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.915 Epoch 28 Batch 611/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.825 Epoch 28 Batch 612/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.838 Epoch 28 Batch 613/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.883 Epoch 28 Batch 614/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.862 Epoch 28 Batch 615/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.885 Epoch 28 Batch 616/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.908 Epoch 28 Batch 617/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.909 Epoch 28 Batch 618/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.907 Epoch 28 Batch 619/1077 - Train Accuracy: 0.103, Validation Accuracy: 0.231, Loss: 0.915 Epoch 28 Batch 620/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.920 Epoch 28 Batch 621/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.989 Epoch 28 Batch 622/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.903 Epoch 28 Batch 623/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.867 Epoch 28 Batch 624/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.907 Epoch 28 Batch 625/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.871 Epoch 28 Batch 626/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.230, Loss: 0.966 Epoch 28 Batch 627/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.905 Epoch 28 Batch 628/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.917 Epoch 28 Batch 629/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.906 Epoch 28 Batch 630/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.897 Epoch 28 Batch 631/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.888 Epoch 28 Batch 632/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.894 Epoch 28 Batch 633/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.913 Epoch 28 Batch 634/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.850 Epoch 28 Batch 635/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.973 Epoch 28 Batch 636/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.942 Epoch 28 Batch 637/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.915 Epoch 28 Batch 638/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.916 Epoch 28 Batch 639/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.956 Epoch 28 Batch 640/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.862 Epoch 28 Batch 641/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.910 Epoch 28 Batch 642/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.982 Epoch 28 Batch 643/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.883 Epoch 28 Batch 644/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.942 Epoch 28 Batch 645/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.869 Epoch 28 Batch 646/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.909 Epoch 28 Batch 647/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.887 Epoch 28 Batch 648/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.946 Epoch 28 Batch 649/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.828 Epoch 28 Batch 650/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.898 Epoch 28 Batch 651/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.886 Epoch 28 Batch 652/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.903 Epoch 28 Batch 653/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.907 Epoch 28 Batch 654/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.936 Epoch 28 Batch 655/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.896 Epoch 28 Batch 656/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.897 Epoch 28 Batch 657/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.908 Epoch 28 Batch 658/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.887 Epoch 28 Batch 659/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.854 Epoch 28 Batch 660/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.922 Epoch 28 Batch 661/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.955 Epoch 28 Batch 662/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.932 Epoch 28 Batch 663/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.897 Epoch 28 Batch 664/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.925 Epoch 28 Batch 665/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.880 Epoch 28 Batch 666/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.230, Loss: 0.934 Epoch 28 Batch 667/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.885 Epoch 28 Batch 668/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.889 Epoch 28 Batch 669/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.230, Loss: 0.882 Epoch 28 Batch 670/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.230, Loss: 0.891 Epoch 28 Batch 671/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.905 Epoch 28 Batch 672/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.903 Epoch 28 Batch 673/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.853 Epoch 28 Batch 674/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.922 Epoch 28 Batch 675/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.854 Epoch 28 Batch 676/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.875 Epoch 28 Batch 677/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.925 Epoch 28 Batch 678/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.858 Epoch 28 Batch 679/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.826 Epoch 28 Batch 680/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.910 Epoch 28 Batch 681/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.856 Epoch 28 Batch 682/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.230, Loss: 0.918 Epoch 28 Batch 683/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.879 Epoch 28 Batch 684/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.914 Epoch 28 Batch 685/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.972 Epoch 28 Batch 686/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.867 Epoch 28 Batch 687/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.912 Epoch 28 Batch 688/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.846 Epoch 28 Batch 689/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.825 Epoch 28 Batch 690/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.915 Epoch 28 Batch 691/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.940 Epoch 28 Batch 692/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.918 Epoch 28 Batch 693/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.229, Loss: 0.882 Epoch 28 Batch 694/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.928 Epoch 28 Batch 695/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.903 Epoch 28 Batch 696/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.902 Epoch 28 Batch 697/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.901 Epoch 28 Batch 698/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.859 Epoch 28 Batch 699/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.230, Loss: 0.864 Epoch 28 Batch 700/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.828 Epoch 28 Batch 701/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.918 Epoch 28 Batch 702/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.888 Epoch 28 Batch 703/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.929 Epoch 28 Batch 704/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.983 Epoch 28 Batch 705/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.831 Epoch 28 Batch 706/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.887 Epoch 28 Batch 707/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.886 Epoch 28 Batch 708/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.992 Epoch 28 Batch 709/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.922 Epoch 28 Batch 710/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.811 Epoch 28 Batch 711/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.872 Epoch 28 Batch 712/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.884 Epoch 28 Batch 713/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.230, Loss: 0.881 Epoch 28 Batch 714/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.230, Loss: 0.966 Epoch 28 Batch 715/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.859 Epoch 28 Batch 716/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.845 Epoch 28 Batch 717/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.229, Loss: 0.996 Epoch 28 Batch 718/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.914 Epoch 28 Batch 719/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.922 Epoch 28 Batch 720/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.823 Epoch 28 Batch 721/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.931 Epoch 28 Batch 722/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.879 Epoch 28 Batch 723/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.884 Epoch 28 Batch 724/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.907 Epoch 28 Batch 725/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.920 Epoch 28 Batch 726/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.977 Epoch 28 Batch 727/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.946 Epoch 28 Batch 728/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.231, Loss: 0.886 Epoch 28 Batch 729/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.865 Epoch 28 Batch 730/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.917 Epoch 28 Batch 731/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.841 Epoch 28 Batch 732/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.888 Epoch 28 Batch 733/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.886 Epoch 28 Batch 734/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.883 Epoch 28 Batch 735/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.921 Epoch 28 Batch 736/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.850 Epoch 28 Batch 737/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.910 Epoch 28 Batch 738/1077 - Train Accuracy: 0.286, Validation Accuracy: 0.230, Loss: 0.889 Epoch 28 Batch 739/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.969 Epoch 28 Batch 740/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.930 Epoch 28 Batch 741/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.873 Epoch 28 Batch 742/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.848 Epoch 28 Batch 743/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.915 Epoch 28 Batch 744/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.932 Epoch 28 Batch 745/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.888 Epoch 28 Batch 746/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.900 Epoch 28 Batch 747/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.946 Epoch 28 Batch 748/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.873 Epoch 28 Batch 749/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.898 Epoch 28 Batch 750/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.900 Epoch 28 Batch 751/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.871 Epoch 28 Batch 752/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.943 Epoch 28 Batch 753/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.880 Epoch 28 Batch 754/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.952 Epoch 28 Batch 755/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.920 Epoch 28 Batch 756/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.860 Epoch 28 Batch 757/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.943 Epoch 28 Batch 758/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.897 Epoch 28 Batch 759/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.898 Epoch 28 Batch 760/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.977 Epoch 28 Batch 761/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.957 Epoch 28 Batch 762/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.833 Epoch 28 Batch 763/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.877 Epoch 28 Batch 764/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.890 Epoch 28 Batch 765/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.872 Epoch 28 Batch 766/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.864 Epoch 28 Batch 767/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.897 Epoch 28 Batch 768/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.921 Epoch 28 Batch 769/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.869 Epoch 28 Batch 770/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.876 Epoch 28 Batch 771/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.937 Epoch 28 Batch 772/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.964 Epoch 28 Batch 773/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.894 Epoch 28 Batch 774/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.897 Epoch 28 Batch 775/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.884 Epoch 28 Batch 776/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.847 Epoch 28 Batch 777/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.959 Epoch 28 Batch 778/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.922 Epoch 28 Batch 779/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.872 Epoch 28 Batch 780/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.914 Epoch 28 Batch 781/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.872 Epoch 28 Batch 782/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.897 Epoch 28 Batch 783/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.901 Epoch 28 Batch 784/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.900 Epoch 28 Batch 785/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.880 Epoch 28 Batch 786/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.894 Epoch 28 Batch 787/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.948 Epoch 28 Batch 788/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.892 Epoch 28 Batch 789/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.231, Loss: 0.914 Epoch 28 Batch 790/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.884 Epoch 28 Batch 791/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.934 Epoch 28 Batch 792/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.948 Epoch 28 Batch 793/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.853 Epoch 28 Batch 794/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.923 Epoch 28 Batch 795/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.878 Epoch 28 Batch 796/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.870 Epoch 28 Batch 797/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.910 Epoch 28 Batch 798/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.913 Epoch 28 Batch 799/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.230, Loss: 0.961 Epoch 28 Batch 800/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.919 Epoch 28 Batch 801/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.928 Epoch 28 Batch 802/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.910 Epoch 28 Batch 803/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.903 Epoch 28 Batch 804/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.844 Epoch 28 Batch 805/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.868 Epoch 28 Batch 806/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.887 Epoch 28 Batch 807/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.918 Epoch 28 Batch 808/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.962 Epoch 28 Batch 809/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.968 Epoch 28 Batch 810/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.873 Epoch 28 Batch 811/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.968 Epoch 28 Batch 812/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.847 Epoch 28 Batch 813/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.904 Epoch 28 Batch 814/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.890 Epoch 28 Batch 815/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.986 Epoch 28 Batch 816/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.917 Epoch 28 Batch 817/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.958 Epoch 28 Batch 818/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.959 Epoch 28 Batch 819/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.895 Epoch 28 Batch 820/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.903 Epoch 28 Batch 821/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.917 Epoch 28 Batch 822/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.839 Epoch 28 Batch 823/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.907 Epoch 28 Batch 824/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.816 Epoch 28 Batch 825/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.896 Epoch 28 Batch 826/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.890 Epoch 28 Batch 827/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.893 Epoch 28 Batch 828/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.850 Epoch 28 Batch 829/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.914 Epoch 28 Batch 830/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.940 Epoch 28 Batch 831/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.230, Loss: 0.868 Epoch 28 Batch 832/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.898 Epoch 28 Batch 833/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.917 Epoch 28 Batch 834/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.230, Loss: 0.927 Epoch 28 Batch 835/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.909 Epoch 28 Batch 836/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.908 Epoch 28 Batch 837/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.890 Epoch 28 Batch 838/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.919 Epoch 28 Batch 839/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.828 Epoch 28 Batch 840/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.896 Epoch 28 Batch 841/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.908 Epoch 28 Batch 842/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.919 Epoch 28 Batch 843/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.853 Epoch 28 Batch 844/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.827 Epoch 28 Batch 845/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.836 Epoch 28 Batch 846/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.912 Epoch 28 Batch 847/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.918 Epoch 28 Batch 848/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.930 Epoch 28 Batch 849/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.863 Epoch 28 Batch 850/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.879 Epoch 28 Batch 851/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.894 Epoch 28 Batch 852/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.996 Epoch 28 Batch 853/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.923 Epoch 28 Batch 854/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.861 Epoch 28 Batch 855/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.985 Epoch 28 Batch 856/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.888 Epoch 28 Batch 857/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.893 Epoch 28 Batch 858/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.888 Epoch 28 Batch 859/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.907 Epoch 28 Batch 860/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.881 Epoch 28 Batch 861/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.872 Epoch 28 Batch 862/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.923 Epoch 28 Batch 863/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.931 Epoch 28 Batch 864/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.947 Epoch 28 Batch 865/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.230, Loss: 0.888 Epoch 28 Batch 866/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.867 Epoch 28 Batch 867/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.922 Epoch 28 Batch 868/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.896 Epoch 28 Batch 869/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.893 Epoch 28 Batch 870/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.923 Epoch 28 Batch 871/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.868 Epoch 28 Batch 872/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.839 Epoch 28 Batch 873/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.899 Epoch 28 Batch 874/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.917 Epoch 28 Batch 875/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.942 Epoch 28 Batch 876/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.970 Epoch 28 Batch 877/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.903 Epoch 28 Batch 878/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.897 Epoch 28 Batch 879/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.920 Epoch 28 Batch 880/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.960 Epoch 28 Batch 881/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.888 Epoch 28 Batch 882/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.878 Epoch 28 Batch 883/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.890 Epoch 28 Batch 884/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.904 Epoch 28 Batch 885/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.230, Loss: 0.890 Epoch 28 Batch 886/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.925 Epoch 28 Batch 887/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.875 Epoch 28 Batch 888/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.816 Epoch 28 Batch 889/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.900 Epoch 28 Batch 890/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.230, Loss: 0.911 Epoch 28 Batch 891/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.887 Epoch 28 Batch 892/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.865 Epoch 28 Batch 893/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.872 Epoch 28 Batch 894/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.861 Epoch 28 Batch 895/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.890 Epoch 28 Batch 896/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.231, Loss: 0.837 Epoch 28 Batch 897/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.910 Epoch 28 Batch 898/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.914 Epoch 28 Batch 899/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.935 Epoch 28 Batch 900/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.900 Epoch 28 Batch 901/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.857 Epoch 28 Batch 902/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.919 Epoch 28 Batch 903/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.879 Epoch 28 Batch 904/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.856 Epoch 28 Batch 905/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.880 Epoch 28 Batch 906/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.862 Epoch 28 Batch 907/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.878 Epoch 28 Batch 908/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.910 Epoch 28 Batch 909/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.917 Epoch 28 Batch 910/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.946 Epoch 28 Batch 911/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.230, Loss: 0.874 Epoch 28 Batch 912/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.913 Epoch 28 Batch 913/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.908 Epoch 28 Batch 914/1077 - Train Accuracy: 0.299, Validation Accuracy: 0.230, Loss: 0.978 Epoch 28 Batch 915/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.939 Epoch 28 Batch 916/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.961 Epoch 28 Batch 917/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.829 Epoch 28 Batch 918/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.920 Epoch 28 Batch 919/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.230, Loss: 0.947 Epoch 28 Batch 920/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.894 Epoch 28 Batch 921/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.995 Epoch 28 Batch 922/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.916 Epoch 28 Batch 923/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.231, Loss: 0.919 Epoch 28 Batch 924/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.230, Loss: 0.934 Epoch 28 Batch 925/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.914 Epoch 28 Batch 926/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.926 Epoch 28 Batch 927/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.932 Epoch 28 Batch 928/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.923 Epoch 28 Batch 929/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.888 Epoch 28 Batch 930/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.881 Epoch 28 Batch 931/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.898 Epoch 28 Batch 932/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.973 Epoch 28 Batch 933/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.897 Epoch 28 Batch 934/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.928 Epoch 28 Batch 935/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.877 Epoch 28 Batch 936/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.873 Epoch 28 Batch 937/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.903 Epoch 28 Batch 938/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.979 Epoch 28 Batch 939/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.908 Epoch 28 Batch 940/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.901 Epoch 28 Batch 941/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.883 Epoch 28 Batch 942/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.882 Epoch 28 Batch 943/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.947 Epoch 28 Batch 944/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.916 Epoch 28 Batch 945/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.857 Epoch 28 Batch 946/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.948 Epoch 28 Batch 947/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.908 Epoch 28 Batch 948/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.885 Epoch 28 Batch 949/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.814 Epoch 28 Batch 950/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.910 Epoch 28 Batch 951/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.888 Epoch 28 Batch 952/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.836 Epoch 28 Batch 953/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.877 Epoch 28 Batch 954/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.901 Epoch 28 Batch 955/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.894 Epoch 28 Batch 956/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.886 Epoch 28 Batch 957/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.861 Epoch 28 Batch 958/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.846 Epoch 28 Batch 959/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.898 Epoch 28 Batch 960/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.901 Epoch 28 Batch 961/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.874 Epoch 28 Batch 962/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.891 Epoch 28 Batch 963/1077 - Train Accuracy: 0.069, Validation Accuracy: 0.230, Loss: 0.919 Epoch 28 Batch 964/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.926 Epoch 28 Batch 965/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.230, Loss: 0.864 Epoch 28 Batch 966/1077 - Train Accuracy: 0.262, Validation Accuracy: 0.230, Loss: 0.863 Epoch 28 Batch 967/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.910 Epoch 28 Batch 968/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.894 Epoch 28 Batch 969/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.909 Epoch 28 Batch 970/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.818 Epoch 28 Batch 971/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.917 Epoch 28 Batch 972/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.917 Epoch 28 Batch 973/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.906 Epoch 28 Batch 974/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.871 Epoch 28 Batch 975/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.844 Epoch 28 Batch 976/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.873 Epoch 28 Batch 977/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.928 Epoch 28 Batch 978/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.830 Epoch 28 Batch 979/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.230, Loss: 0.915 Epoch 28 Batch 980/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.896 Epoch 28 Batch 981/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.887 Epoch 28 Batch 982/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.952 Epoch 28 Batch 983/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.922 Epoch 28 Batch 984/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.915 Epoch 28 Batch 985/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.897 Epoch 28 Batch 986/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.857 Epoch 28 Batch 987/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.929 Epoch 28 Batch 988/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.230, Loss: 0.866 Epoch 28 Batch 989/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.850 Epoch 28 Batch 990/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.927 Epoch 28 Batch 991/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.230, Loss: 0.904 Epoch 28 Batch 992/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.907 Epoch 28 Batch 993/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.888 Epoch 28 Batch 994/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.887 Epoch 28 Batch 995/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.831 Epoch 28 Batch 996/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.867 Epoch 28 Batch 997/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.894 Epoch 28 Batch 998/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.865 Epoch 28 Batch 999/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.904 Epoch 28 Batch 1000/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.906 Epoch 28 Batch 1001/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.230, Loss: 0.811 Epoch 28 Batch 1002/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.230, Loss: 0.949 Epoch 28 Batch 1003/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.926 Epoch 28 Batch 1004/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.924 Epoch 28 Batch 1005/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.881 Epoch 28 Batch 1006/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.892 Epoch 28 Batch 1007/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.889 Epoch 28 Batch 1008/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.951 Epoch 28 Batch 1009/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.956 Epoch 28 Batch 1010/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.898 Epoch 28 Batch 1011/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.887 Epoch 28 Batch 1012/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.229, Loss: 0.904 Epoch 28 Batch 1013/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.876 Epoch 28 Batch 1014/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.857 Epoch 28 Batch 1015/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.905 Epoch 28 Batch 1016/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.866 Epoch 28 Batch 1017/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.229, Loss: 0.891 Epoch 28 Batch 1018/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.806 Epoch 28 Batch 1019/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.954 Epoch 28 Batch 1020/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.894 Epoch 28 Batch 1021/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.972 Epoch 28 Batch 1022/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.879 Epoch 28 Batch 1023/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.229, Loss: 0.917 Epoch 28 Batch 1024/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.869 Epoch 28 Batch 1025/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.819 Epoch 28 Batch 1026/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.887 Epoch 28 Batch 1027/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.860 Epoch 28 Batch 1028/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.882 Epoch 28 Batch 1029/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.881 Epoch 28 Batch 1030/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.919 Epoch 28 Batch 1031/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.917 Epoch 28 Batch 1032/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.964 Epoch 28 Batch 1033/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.902 Epoch 28 Batch 1034/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.951 Epoch 28 Batch 1035/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.844 Epoch 28 Batch 1036/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.911 Epoch 28 Batch 1037/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.229, Loss: 0.898 Epoch 28 Batch 1038/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.896 Epoch 28 Batch 1039/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.937 Epoch 28 Batch 1040/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.894 Epoch 28 Batch 1041/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.923 Epoch 28 Batch 1042/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.229, Loss: 0.911 Epoch 28 Batch 1043/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.229, Loss: 0.937 Epoch 28 Batch 1044/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.869 Epoch 28 Batch 1045/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.882 Epoch 28 Batch 1046/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.939 Epoch 28 Batch 1047/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.932 Epoch 28 Batch 1048/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.898 Epoch 28 Batch 1049/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.864 Epoch 28 Batch 1050/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.897 Epoch 28 Batch 1051/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.927 Epoch 28 Batch 1052/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.904 Epoch 28 Batch 1053/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.916 Epoch 28 Batch 1054/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.905 Epoch 28 Batch 1055/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.894 Epoch 28 Batch 1056/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.892 Epoch 28 Batch 1057/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.883 Epoch 28 Batch 1058/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.927 Epoch 28 Batch 1059/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.936 Epoch 28 Batch 1060/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.844 Epoch 28 Batch 1061/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.866 Epoch 28 Batch 1062/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.911 Epoch 28 Batch 1063/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.867 Epoch 28 Batch 1064/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.909 Epoch 28 Batch 1065/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.856 Epoch 28 Batch 1066/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.866 Epoch 28 Batch 1067/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.916 Epoch 28 Batch 1068/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.861 Epoch 28 Batch 1069/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.927 Epoch 28 Batch 1070/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.887 Epoch 28 Batch 1071/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.869 Epoch 28 Batch 1072/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.914 Epoch 28 Batch 1073/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.924 Epoch 28 Batch 1074/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.946 Epoch 28 Batch 1075/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.898 Epoch 29 Batch 0/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.892 Epoch 29 Batch 1/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.935 Epoch 29 Batch 2/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.900 Epoch 29 Batch 3/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.902 Epoch 29 Batch 4/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.852 Epoch 29 Batch 5/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.961 Epoch 29 Batch 6/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.880 Epoch 29 Batch 7/1077 - Train Accuracy: 0.140, Validation Accuracy: 0.231, Loss: 0.886 Epoch 29 Batch 8/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.889 Epoch 29 Batch 9/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.923 Epoch 29 Batch 10/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.231, Loss: 0.877 Epoch 29 Batch 11/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.942 Epoch 29 Batch 12/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.873 Epoch 29 Batch 13/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.924 Epoch 29 Batch 14/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.919 Epoch 29 Batch 15/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.949 Epoch 29 Batch 16/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.875 Epoch 29 Batch 17/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.853 Epoch 29 Batch 18/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.862 Epoch 29 Batch 19/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.924 Epoch 29 Batch 20/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.843 Epoch 29 Batch 21/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.915 Epoch 29 Batch 22/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.969 Epoch 29 Batch 23/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 1.003 Epoch 29 Batch 24/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.849 Epoch 29 Batch 25/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.892 Epoch 29 Batch 26/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.906 Epoch 29 Batch 27/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.902 Epoch 29 Batch 28/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.863 Epoch 29 Batch 29/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.904 Epoch 29 Batch 30/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.880 Epoch 29 Batch 31/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.945 Epoch 29 Batch 32/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.838 Epoch 29 Batch 33/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.886 Epoch 29 Batch 34/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.954 Epoch 29 Batch 35/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.946 Epoch 29 Batch 36/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.922 Epoch 29 Batch 37/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.903 Epoch 29 Batch 38/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.231, Loss: 0.886 Epoch 29 Batch 39/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.840 Epoch 29 Batch 40/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.833 Epoch 29 Batch 41/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.887 Epoch 29 Batch 42/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.886 Epoch 29 Batch 43/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.938 Epoch 29 Batch 44/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.890 Epoch 29 Batch 45/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.997 Epoch 29 Batch 46/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.230, Loss: 0.912 Epoch 29 Batch 47/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.885 Epoch 29 Batch 48/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.938 Epoch 29 Batch 49/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.230, Loss: 0.881 Epoch 29 Batch 50/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.946 Epoch 29 Batch 51/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.901 Epoch 29 Batch 52/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.926 Epoch 29 Batch 53/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.231, Loss: 0.903 Epoch 29 Batch 54/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.928 Epoch 29 Batch 55/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.871 Epoch 29 Batch 56/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.886 Epoch 29 Batch 57/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.231, Loss: 0.885 Epoch 29 Batch 58/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.865 Epoch 29 Batch 59/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.852 Epoch 29 Batch 60/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.912 Epoch 29 Batch 61/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.918 Epoch 29 Batch 62/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.231, Loss: 0.845 Epoch 29 Batch 63/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.912 Epoch 29 Batch 64/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.880 Epoch 29 Batch 65/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.231, Loss: 0.894 Epoch 29 Batch 66/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.231, Loss: 0.855 Epoch 29 Batch 67/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.904 Epoch 29 Batch 68/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.885 Epoch 29 Batch 69/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.902 Epoch 29 Batch 70/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.932 Epoch 29 Batch 71/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.910 Epoch 29 Batch 72/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.880 Epoch 29 Batch 73/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.889 Epoch 29 Batch 74/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.893 Epoch 29 Batch 75/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.965 Epoch 29 Batch 76/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.850 Epoch 29 Batch 77/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.902 Epoch 29 Batch 78/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.231, Loss: 0.918 Epoch 29 Batch 79/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.931 Epoch 29 Batch 80/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.905 Epoch 29 Batch 81/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.230, Loss: 0.884 Epoch 29 Batch 82/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.230, Loss: 0.889 Epoch 29 Batch 83/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.929 Epoch 29 Batch 84/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.960 Epoch 29 Batch 85/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.865 Epoch 29 Batch 86/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.918 Epoch 29 Batch 87/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.970 Epoch 29 Batch 88/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.906 Epoch 29 Batch 89/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.838 Epoch 29 Batch 90/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.903 Epoch 29 Batch 91/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.927 Epoch 29 Batch 92/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.886 Epoch 29 Batch 93/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.924 Epoch 29 Batch 94/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.874 Epoch 29 Batch 95/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.879 Epoch 29 Batch 96/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.879 Epoch 29 Batch 97/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.893 Epoch 29 Batch 98/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.851 Epoch 29 Batch 99/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.969 Epoch 29 Batch 100/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.947 Epoch 29 Batch 101/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.928 Epoch 29 Batch 102/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.831 Epoch 29 Batch 103/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.862 Epoch 29 Batch 104/1077 - Train Accuracy: 0.100, Validation Accuracy: 0.230, Loss: 0.901 Epoch 29 Batch 105/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.901 Epoch 29 Batch 106/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.230, Loss: 0.930 Epoch 29 Batch 107/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.957 Epoch 29 Batch 108/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.230, Loss: 0.896 Epoch 29 Batch 109/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.843 Epoch 29 Batch 110/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.230, Loss: 0.833 Epoch 29 Batch 111/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.899 Epoch 29 Batch 112/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.933 Epoch 29 Batch 113/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.932 Epoch 29 Batch 114/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.780 Epoch 29 Batch 115/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.878 Epoch 29 Batch 116/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 0.931 Epoch 29 Batch 117/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.828 Epoch 29 Batch 118/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.930 Epoch 29 Batch 119/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.828 Epoch 29 Batch 120/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.861 Epoch 29 Batch 121/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.990 Epoch 29 Batch 122/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.887 Epoch 29 Batch 123/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.859 Epoch 29 Batch 124/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.873 Epoch 29 Batch 125/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.942 Epoch 29 Batch 126/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.903 Epoch 29 Batch 127/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.895 Epoch 29 Batch 128/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.921 Epoch 29 Batch 129/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.911 Epoch 29 Batch 130/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.889 Epoch 29 Batch 131/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.843 Epoch 29 Batch 132/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.927 Epoch 29 Batch 133/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.230, Loss: 0.942 Epoch 29 Batch 134/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.894 Epoch 29 Batch 135/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.931 Epoch 29 Batch 136/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.845 Epoch 29 Batch 137/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.888 Epoch 29 Batch 138/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.872 Epoch 29 Batch 139/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.890 Epoch 29 Batch 140/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.934 Epoch 29 Batch 141/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.898 Epoch 29 Batch 142/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.907 Epoch 29 Batch 143/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.892 Epoch 29 Batch 144/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.968 Epoch 29 Batch 145/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.872 Epoch 29 Batch 146/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.997 Epoch 29 Batch 147/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.878 Epoch 29 Batch 148/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.881 Epoch 29 Batch 149/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.926 Epoch 29 Batch 150/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.902 Epoch 29 Batch 151/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.909 Epoch 29 Batch 152/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.868 Epoch 29 Batch 153/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.966 Epoch 29 Batch 154/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.885 Epoch 29 Batch 155/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.942 Epoch 29 Batch 156/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.874 Epoch 29 Batch 157/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.853 Epoch 29 Batch 158/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.897 Epoch 29 Batch 159/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.891 Epoch 29 Batch 160/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.867 Epoch 29 Batch 161/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.911 Epoch 29 Batch 162/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.932 Epoch 29 Batch 163/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.231, Loss: 0.896 Epoch 29 Batch 164/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.905 Epoch 29 Batch 165/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.894 Epoch 29 Batch 166/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.866 Epoch 29 Batch 167/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.882 Epoch 29 Batch 168/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.231, Loss: 0.876 Epoch 29 Batch 169/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.897 Epoch 29 Batch 170/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.231, Loss: 0.936 Epoch 29 Batch 171/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.230, Loss: 0.986 Epoch 29 Batch 172/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.882 Epoch 29 Batch 173/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.869 Epoch 29 Batch 174/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.967 Epoch 29 Batch 175/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.957 Epoch 29 Batch 176/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.899 Epoch 29 Batch 177/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.870 Epoch 29 Batch 178/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.871 Epoch 29 Batch 179/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.939 Epoch 29 Batch 180/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.917 Epoch 29 Batch 181/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.884 Epoch 29 Batch 182/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.959 Epoch 29 Batch 183/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.904 Epoch 29 Batch 184/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.896 Epoch 29 Batch 185/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.868 Epoch 29 Batch 186/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.230, Loss: 0.936 Epoch 29 Batch 187/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.891 Epoch 29 Batch 188/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.889 Epoch 29 Batch 189/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.896 Epoch 29 Batch 190/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.873 Epoch 29 Batch 191/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.230, Loss: 0.923 Epoch 29 Batch 192/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.873 Epoch 29 Batch 193/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.869 Epoch 29 Batch 194/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.917 Epoch 29 Batch 195/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.947 Epoch 29 Batch 196/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.893 Epoch 29 Batch 197/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.836 Epoch 29 Batch 198/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.847 Epoch 29 Batch 199/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.894 Epoch 29 Batch 200/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.860 Epoch 29 Batch 201/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.893 Epoch 29 Batch 202/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.881 Epoch 29 Batch 203/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.884 Epoch 29 Batch 204/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.897 Epoch 29 Batch 205/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.896 Epoch 29 Batch 206/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.806 Epoch 29 Batch 207/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.905 Epoch 29 Batch 208/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.960 Epoch 29 Batch 209/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.908 Epoch 29 Batch 210/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.855 Epoch 29 Batch 211/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.858 Epoch 29 Batch 212/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.876 Epoch 29 Batch 213/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.870 Epoch 29 Batch 214/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.953 Epoch 29 Batch 215/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.942 Epoch 29 Batch 216/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.909 Epoch 29 Batch 217/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.903 Epoch 29 Batch 218/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.230, Loss: 0.894 Epoch 29 Batch 219/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.230, Loss: 0.908 Epoch 29 Batch 220/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.942 Epoch 29 Batch 221/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.905 Epoch 29 Batch 222/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.927 Epoch 29 Batch 223/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.858 Epoch 29 Batch 224/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.884 Epoch 29 Batch 225/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.900 Epoch 29 Batch 226/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.871 Epoch 29 Batch 227/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.915 Epoch 29 Batch 228/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.917 Epoch 29 Batch 229/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.935 Epoch 29 Batch 230/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.912 Epoch 29 Batch 231/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.895 Epoch 29 Batch 232/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.861 Epoch 29 Batch 233/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.918 Epoch 29 Batch 234/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.885 Epoch 29 Batch 235/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.893 Epoch 29 Batch 236/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.871 Epoch 29 Batch 237/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.840 Epoch 29 Batch 238/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.917 Epoch 29 Batch 239/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.839 Epoch 29 Batch 240/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.910 Epoch 29 Batch 241/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.901 Epoch 29 Batch 242/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.906 Epoch 29 Batch 243/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.927 Epoch 29 Batch 244/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.230, Loss: 0.848 Epoch 29 Batch 245/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.872 Epoch 29 Batch 246/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.954 Epoch 29 Batch 247/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.900 Epoch 29 Batch 248/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.791 Epoch 29 Batch 249/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.841 Epoch 29 Batch 250/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.230, Loss: 0.881 Epoch 29 Batch 251/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.937 Epoch 29 Batch 252/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.947 Epoch 29 Batch 253/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.230, Loss: 0.874 Epoch 29 Batch 254/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.969 Epoch 29 Batch 255/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.904 Epoch 29 Batch 256/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.904 Epoch 29 Batch 257/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.874 Epoch 29 Batch 258/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.930 Epoch 29 Batch 259/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.880 Epoch 29 Batch 260/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.921 Epoch 29 Batch 261/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.230, Loss: 0.853 Epoch 29 Batch 262/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.886 Epoch 29 Batch 263/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.229, Loss: 0.930 Epoch 29 Batch 264/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.229, Loss: 0.851 Epoch 29 Batch 265/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.933 Epoch 29 Batch 266/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.863 Epoch 29 Batch 267/1077 - Train Accuracy: 0.222, Validation Accuracy: 0.230, Loss: 0.865 Epoch 29 Batch 268/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.901 Epoch 29 Batch 269/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.909 Epoch 29 Batch 270/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.971 Epoch 29 Batch 271/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.896 Epoch 29 Batch 272/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.941 Epoch 29 Batch 273/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.939 Epoch 29 Batch 274/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.896 Epoch 29 Batch 275/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.867 Epoch 29 Batch 276/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.884 Epoch 29 Batch 277/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.822 Epoch 29 Batch 278/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.916 Epoch 29 Batch 279/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.874 Epoch 29 Batch 280/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.974 Epoch 29 Batch 281/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.888 Epoch 29 Batch 282/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.870 Epoch 29 Batch 283/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.889 Epoch 29 Batch 284/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.919 Epoch 29 Batch 285/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.867 Epoch 29 Batch 286/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.915 Epoch 29 Batch 287/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.881 Epoch 29 Batch 288/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.925 Epoch 29 Batch 289/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.915 Epoch 29 Batch 290/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.915 Epoch 29 Batch 291/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.939 Epoch 29 Batch 292/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.896 Epoch 29 Batch 293/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.907 Epoch 29 Batch 294/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.229, Loss: 0.858 Epoch 29 Batch 295/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.924 Epoch 29 Batch 296/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.899 Epoch 29 Batch 297/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.881 Epoch 29 Batch 298/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.909 Epoch 29 Batch 299/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.981 Epoch 29 Batch 300/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.950 Epoch 29 Batch 301/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.922 Epoch 29 Batch 302/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.908 Epoch 29 Batch 303/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.230, Loss: 0.851 Epoch 29 Batch 304/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.900 Epoch 29 Batch 305/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.854 Epoch 29 Batch 306/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.914 Epoch 29 Batch 307/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.848 Epoch 29 Batch 308/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.860 Epoch 29 Batch 309/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.919 Epoch 29 Batch 310/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.872 Epoch 29 Batch 311/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.229, Loss: 0.879 Epoch 29 Batch 312/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.927 Epoch 29 Batch 313/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.895 Epoch 29 Batch 314/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.875 Epoch 29 Batch 315/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.229, Loss: 0.919 Epoch 29 Batch 316/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.229, Loss: 0.957 Epoch 29 Batch 317/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 0.884 Epoch 29 Batch 318/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.839 Epoch 29 Batch 319/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.898 Epoch 29 Batch 320/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.928 Epoch 29 Batch 321/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.917 Epoch 29 Batch 322/1077 - Train Accuracy: 0.181, Validation Accuracy: 0.230, Loss: 0.929 Epoch 29 Batch 323/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.894 Epoch 29 Batch 324/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.837 Epoch 29 Batch 325/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.815 Epoch 29 Batch 326/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.863 Epoch 29 Batch 327/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.892 Epoch 29 Batch 328/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.877 Epoch 29 Batch 329/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.848 Epoch 29 Batch 330/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.978 Epoch 29 Batch 331/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.229, Loss: 0.892 Epoch 29 Batch 332/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.855 Epoch 29 Batch 333/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.229, Loss: 0.925 Epoch 29 Batch 334/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.881 Epoch 29 Batch 335/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.905 Epoch 29 Batch 336/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.923 Epoch 29 Batch 337/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.866 Epoch 29 Batch 338/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.920 Epoch 29 Batch 339/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.910 Epoch 29 Batch 340/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.919 Epoch 29 Batch 341/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.866 Epoch 29 Batch 342/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.867 Epoch 29 Batch 343/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.904 Epoch 29 Batch 344/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.892 Epoch 29 Batch 345/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.924 Epoch 29 Batch 346/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.884 Epoch 29 Batch 347/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.898 Epoch 29 Batch 348/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.902 Epoch 29 Batch 349/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.877 Epoch 29 Batch 350/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.890 Epoch 29 Batch 351/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.899 Epoch 29 Batch 352/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.882 Epoch 29 Batch 353/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.927 Epoch 29 Batch 354/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.876 Epoch 29 Batch 355/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.847 Epoch 29 Batch 356/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.903 Epoch 29 Batch 357/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.829 Epoch 29 Batch 358/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.908 Epoch 29 Batch 359/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.887 Epoch 29 Batch 360/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.880 Epoch 29 Batch 361/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.882 Epoch 29 Batch 362/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.916 Epoch 29 Batch 363/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.905 Epoch 29 Batch 364/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.945 Epoch 29 Batch 365/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.862 Epoch 29 Batch 366/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.928 Epoch 29 Batch 367/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.879 Epoch 29 Batch 368/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.911 Epoch 29 Batch 369/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.813 Epoch 29 Batch 370/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.844 Epoch 29 Batch 371/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.929 Epoch 29 Batch 372/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.901 Epoch 29 Batch 373/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.850 Epoch 29 Batch 374/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.905 Epoch 29 Batch 375/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.230, Loss: 0.914 Epoch 29 Batch 376/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.230, Loss: 0.922 Epoch 29 Batch 377/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.833 Epoch 29 Batch 378/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.938 Epoch 29 Batch 379/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.970 Epoch 29 Batch 380/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.900 Epoch 29 Batch 381/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.843 Epoch 29 Batch 382/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.963 Epoch 29 Batch 383/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.865 Epoch 29 Batch 384/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.884 Epoch 29 Batch 385/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.940 Epoch 29 Batch 386/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.985 Epoch 29 Batch 387/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.888 Epoch 29 Batch 388/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.901 Epoch 29 Batch 389/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.906 Epoch 29 Batch 390/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.890 Epoch 29 Batch 391/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.909 Epoch 29 Batch 392/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.885 Epoch 29 Batch 393/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.925 Epoch 29 Batch 394/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.875 Epoch 29 Batch 395/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.890 Epoch 29 Batch 396/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.882 Epoch 29 Batch 397/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.931 Epoch 29 Batch 398/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.902 Epoch 29 Batch 399/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.915 Epoch 29 Batch 400/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.888 Epoch 29 Batch 401/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.894 Epoch 29 Batch 402/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.955 Epoch 29 Batch 403/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.923 Epoch 29 Batch 404/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.908 Epoch 29 Batch 405/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.229, Loss: 0.958 Epoch 29 Batch 406/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.229, Loss: 0.908 Epoch 29 Batch 407/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.901 Epoch 29 Batch 408/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.861 Epoch 29 Batch 409/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.897 Epoch 29 Batch 410/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.230, Loss: 0.956 Epoch 29 Batch 411/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.965 Epoch 29 Batch 412/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.879 Epoch 29 Batch 413/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.911 Epoch 29 Batch 414/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.877 Epoch 29 Batch 415/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.875 Epoch 29 Batch 416/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.858 Epoch 29 Batch 417/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.930 Epoch 29 Batch 418/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.926 Epoch 29 Batch 419/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.896 Epoch 29 Batch 420/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.871 Epoch 29 Batch 421/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.979 Epoch 29 Batch 422/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.946 Epoch 29 Batch 423/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.939 Epoch 29 Batch 424/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.229, Loss: 0.878 Epoch 29 Batch 425/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.927 Epoch 29 Batch 426/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.943 Epoch 29 Batch 427/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.229, Loss: 0.892 Epoch 29 Batch 428/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.229, Loss: 0.905 Epoch 29 Batch 429/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.931 Epoch 29 Batch 430/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.821 Epoch 29 Batch 431/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.866 Epoch 29 Batch 432/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.229, Loss: 0.956 Epoch 29 Batch 433/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.941 Epoch 29 Batch 434/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.229, Loss: 0.895 Epoch 29 Batch 435/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.929 Epoch 29 Batch 436/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.948 Epoch 29 Batch 437/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.906 Epoch 29 Batch 438/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.878 Epoch 29 Batch 439/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.893 Epoch 29 Batch 440/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.907 Epoch 29 Batch 441/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.230, Loss: 0.874 Epoch 29 Batch 442/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.910 Epoch 29 Batch 443/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.904 Epoch 29 Batch 444/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.886 Epoch 29 Batch 445/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.937 Epoch 29 Batch 446/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.916 Epoch 29 Batch 447/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.912 Epoch 29 Batch 448/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.862 Epoch 29 Batch 449/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.922 Epoch 29 Batch 450/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.899 Epoch 29 Batch 451/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.910 Epoch 29 Batch 452/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.947 Epoch 29 Batch 453/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.892 Epoch 29 Batch 454/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.892 Epoch 29 Batch 455/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.230, Loss: 0.888 Epoch 29 Batch 456/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.900 Epoch 29 Batch 457/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.938 Epoch 29 Batch 458/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.230, Loss: 0.872 Epoch 29 Batch 459/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.848 Epoch 29 Batch 460/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.905 Epoch 29 Batch 461/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.821 Epoch 29 Batch 462/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.229, Loss: 0.915 Epoch 29 Batch 463/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.907 Epoch 29 Batch 464/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.230, Loss: 0.865 Epoch 29 Batch 465/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.875 Epoch 29 Batch 466/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.871 Epoch 29 Batch 467/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.926 Epoch 29 Batch 468/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.877 Epoch 29 Batch 469/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.957 Epoch 29 Batch 470/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.916 Epoch 29 Batch 471/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.834 Epoch 29 Batch 472/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.230, Loss: 0.904 Epoch 29 Batch 473/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.947 Epoch 29 Batch 474/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.870 Epoch 29 Batch 475/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.890 Epoch 29 Batch 476/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.231, Loss: 0.860 Epoch 29 Batch 477/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.231, Loss: 0.912 Epoch 29 Batch 478/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.840 Epoch 29 Batch 479/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.883 Epoch 29 Batch 480/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.852 Epoch 29 Batch 481/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.889 Epoch 29 Batch 482/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.887 Epoch 29 Batch 483/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.906 Epoch 29 Batch 484/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.909 Epoch 29 Batch 485/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.965 Epoch 29 Batch 486/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.971 Epoch 29 Batch 487/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.884 Epoch 29 Batch 488/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.907 Epoch 29 Batch 489/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.887 Epoch 29 Batch 490/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.798 Epoch 29 Batch 491/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.935 Epoch 29 Batch 492/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.897 Epoch 29 Batch 493/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.815 Epoch 29 Batch 494/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.903 Epoch 29 Batch 495/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.231, Loss: 0.881 Epoch 29 Batch 496/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.231, Loss: 0.898 Epoch 29 Batch 497/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.936 Epoch 29 Batch 498/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.892 Epoch 29 Batch 499/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.231, Loss: 0.945 Epoch 29 Batch 500/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.918 Epoch 29 Batch 501/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 0.943 Epoch 29 Batch 502/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.899 Epoch 29 Batch 503/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.958 Epoch 29 Batch 504/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.836 Epoch 29 Batch 505/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.835 Epoch 29 Batch 506/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.839 Epoch 29 Batch 507/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.231, Loss: 0.876 Epoch 29 Batch 508/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.849 Epoch 29 Batch 509/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.894 Epoch 29 Batch 510/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.826 Epoch 29 Batch 511/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.925 Epoch 29 Batch 512/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.832 Epoch 29 Batch 513/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.886 Epoch 29 Batch 514/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.915 Epoch 29 Batch 515/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.894 Epoch 29 Batch 516/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.922 Epoch 29 Batch 517/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.914 Epoch 29 Batch 518/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.870 Epoch 29 Batch 519/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.886 Epoch 29 Batch 520/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.872 Epoch 29 Batch 521/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.919 Epoch 29 Batch 522/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.908 Epoch 29 Batch 523/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.889 Epoch 29 Batch 524/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.913 Epoch 29 Batch 525/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.902 Epoch 29 Batch 526/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.947 Epoch 29 Batch 527/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.870 Epoch 29 Batch 528/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.869 Epoch 29 Batch 529/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.985 Epoch 29 Batch 530/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.839 Epoch 29 Batch 531/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.854 Epoch 29 Batch 532/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 0.892 Epoch 29 Batch 533/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.813 Epoch 29 Batch 534/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.890 Epoch 29 Batch 535/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.908 Epoch 29 Batch 536/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.905 Epoch 29 Batch 537/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.884 Epoch 29 Batch 538/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.850 Epoch 29 Batch 539/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.942 Epoch 29 Batch 540/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.949 Epoch 29 Batch 541/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.899 Epoch 29 Batch 542/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.912 Epoch 29 Batch 543/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.861 Epoch 29 Batch 544/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.841 Epoch 29 Batch 545/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.884 Epoch 29 Batch 546/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.909 Epoch 29 Batch 547/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.925 Epoch 29 Batch 548/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.904 Epoch 29 Batch 549/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.949 Epoch 29 Batch 550/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.963 Epoch 29 Batch 551/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.919 Epoch 29 Batch 552/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.928 Epoch 29 Batch 553/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.912 Epoch 29 Batch 554/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.232, Loss: 0.881 Epoch 29 Batch 555/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.843 Epoch 29 Batch 556/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.875 Epoch 29 Batch 557/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.865 Epoch 29 Batch 558/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.827 Epoch 29 Batch 559/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.882 Epoch 29 Batch 560/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.932 Epoch 29 Batch 561/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.928 Epoch 29 Batch 562/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.918 Epoch 29 Batch 563/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.902 Epoch 29 Batch 564/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.928 Epoch 29 Batch 565/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.968 Epoch 29 Batch 566/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.937 Epoch 29 Batch 567/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.970 Epoch 29 Batch 568/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.932 Epoch 29 Batch 569/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.885 Epoch 29 Batch 570/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.887 Epoch 29 Batch 571/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.891 Epoch 29 Batch 572/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.888 Epoch 29 Batch 573/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.943 Epoch 29 Batch 574/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.899 Epoch 29 Batch 575/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.906 Epoch 29 Batch 576/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.878 Epoch 29 Batch 577/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.903 Epoch 29 Batch 578/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.928 Epoch 29 Batch 579/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.867 Epoch 29 Batch 580/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.898 Epoch 29 Batch 581/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.855 Epoch 29 Batch 582/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.862 Epoch 29 Batch 583/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.891 Epoch 29 Batch 584/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.871 Epoch 29 Batch 585/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.858 Epoch 29 Batch 586/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.229, Loss: 0.959 Epoch 29 Batch 587/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.229, Loss: 0.956 Epoch 29 Batch 588/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.896 Epoch 29 Batch 589/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.951 Epoch 29 Batch 590/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.907 Epoch 29 Batch 591/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.230, Loss: 1.001 Epoch 29 Batch 592/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.970 Epoch 29 Batch 593/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.932 Epoch 29 Batch 594/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.884 Epoch 29 Batch 595/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.891 Epoch 29 Batch 596/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.876 Epoch 29 Batch 597/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.230, Loss: 0.856 Epoch 29 Batch 598/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.892 Epoch 29 Batch 599/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.991 Epoch 29 Batch 600/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.884 Epoch 29 Batch 601/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.865 Epoch 29 Batch 602/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.834 Epoch 29 Batch 603/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.887 Epoch 29 Batch 604/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.900 Epoch 29 Batch 605/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.908 Epoch 29 Batch 606/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.889 Epoch 29 Batch 607/1077 - Train Accuracy: 0.238, Validation Accuracy: 0.230, Loss: 0.900 Epoch 29 Batch 608/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.877 Epoch 29 Batch 609/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.967 Epoch 29 Batch 610/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.890 Epoch 29 Batch 611/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.918 Epoch 29 Batch 612/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.963 Epoch 29 Batch 613/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.892 Epoch 29 Batch 614/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.900 Epoch 29 Batch 615/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.890 Epoch 29 Batch 616/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.878 Epoch 29 Batch 617/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.882 Epoch 29 Batch 618/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.870 Epoch 29 Batch 619/1077 - Train Accuracy: 0.103, Validation Accuracy: 0.230, Loss: 0.934 Epoch 29 Batch 620/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.891 Epoch 29 Batch 621/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.859 Epoch 29 Batch 622/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.884 Epoch 29 Batch 623/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.900 Epoch 29 Batch 624/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.917 Epoch 29 Batch 625/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.922 Epoch 29 Batch 626/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.230, Loss: 0.859 Epoch 29 Batch 627/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.850 Epoch 29 Batch 628/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.928 Epoch 29 Batch 629/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.844 Epoch 29 Batch 630/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.805 Epoch 29 Batch 631/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.961 Epoch 29 Batch 632/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.915 Epoch 29 Batch 633/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.889 Epoch 29 Batch 634/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.846 Epoch 29 Batch 635/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.922 Epoch 29 Batch 636/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.839 Epoch 29 Batch 637/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.803 Epoch 29 Batch 638/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.909 Epoch 29 Batch 639/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.940 Epoch 29 Batch 640/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.884 Epoch 29 Batch 641/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.906 Epoch 29 Batch 642/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.872 Epoch 29 Batch 643/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.845 Epoch 29 Batch 644/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.887 Epoch 29 Batch 645/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.895 Epoch 29 Batch 646/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.898 Epoch 29 Batch 647/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.934 Epoch 29 Batch 648/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.878 Epoch 29 Batch 649/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.894 Epoch 29 Batch 650/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.867 Epoch 29 Batch 651/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.916 Epoch 29 Batch 652/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.894 Epoch 29 Batch 653/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.942 Epoch 29 Batch 654/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.924 Epoch 29 Batch 655/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.889 Epoch 29 Batch 656/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.230, Loss: 0.921 Epoch 29 Batch 657/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.972 Epoch 29 Batch 658/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.943 Epoch 29 Batch 659/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.876 Epoch 29 Batch 660/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.898 Epoch 29 Batch 661/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.914 Epoch 29 Batch 662/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.913 Epoch 29 Batch 663/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.930 Epoch 29 Batch 664/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.845 Epoch 29 Batch 665/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.972 Epoch 29 Batch 666/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.230, Loss: 0.910 Epoch 29 Batch 667/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.848 Epoch 29 Batch 668/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.901 Epoch 29 Batch 669/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.231, Loss: 0.798 Epoch 29 Batch 670/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.231, Loss: 0.917 Epoch 29 Batch 671/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.917 Epoch 29 Batch 672/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.842 Epoch 29 Batch 673/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.900 Epoch 29 Batch 674/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.901 Epoch 29 Batch 675/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.957 Epoch 29 Batch 676/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.896 Epoch 29 Batch 677/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.918 Epoch 29 Batch 678/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.942 Epoch 29 Batch 679/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.928 Epoch 29 Batch 680/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.975 Epoch 29 Batch 681/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.880 Epoch 29 Batch 682/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.230, Loss: 0.910 Epoch 29 Batch 683/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.905 Epoch 29 Batch 684/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.862 Epoch 29 Batch 685/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.889 Epoch 29 Batch 686/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.853 Epoch 29 Batch 687/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.877 Epoch 29 Batch 688/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.930 Epoch 29 Batch 689/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.893 Epoch 29 Batch 690/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.870 Epoch 29 Batch 691/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.907 Epoch 29 Batch 692/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.918 Epoch 29 Batch 693/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.868 Epoch 29 Batch 694/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.881 Epoch 29 Batch 695/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.996 Epoch 29 Batch 696/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.885 Epoch 29 Batch 697/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.896 Epoch 29 Batch 698/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.850 Epoch 29 Batch 699/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.230, Loss: 0.829 Epoch 29 Batch 700/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.916 Epoch 29 Batch 701/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.875 Epoch 29 Batch 702/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.912 Epoch 29 Batch 703/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.851 Epoch 29 Batch 704/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.747 Epoch 29 Batch 705/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.941 Epoch 29 Batch 706/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.952 Epoch 29 Batch 707/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.957 Epoch 29 Batch 708/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.893 Epoch 29 Batch 709/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.870 Epoch 29 Batch 710/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.929 Epoch 29 Batch 711/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.875 Epoch 29 Batch 712/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.846 Epoch 29 Batch 713/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.230, Loss: 0.905 Epoch 29 Batch 714/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.230, Loss: 0.891 Epoch 29 Batch 715/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.902 Epoch 29 Batch 716/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.926 Epoch 29 Batch 717/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.853 Epoch 29 Batch 718/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.836 Epoch 29 Batch 719/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.835 Epoch 29 Batch 720/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.849 Epoch 29 Batch 721/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.908 Epoch 29 Batch 722/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.887 Epoch 29 Batch 723/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.937 Epoch 29 Batch 724/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.968 Epoch 29 Batch 725/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.868 Epoch 29 Batch 726/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.893 Epoch 29 Batch 727/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.907 Epoch 29 Batch 728/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.924 Epoch 29 Batch 729/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.950 Epoch 29 Batch 730/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.905 Epoch 29 Batch 731/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.856 Epoch 29 Batch 732/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.808 Epoch 29 Batch 733/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.911 Epoch 29 Batch 734/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.858 Epoch 29 Batch 735/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.939 Epoch 29 Batch 736/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.926 Epoch 29 Batch 737/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.882 Epoch 29 Batch 738/1077 - Train Accuracy: 0.286, Validation Accuracy: 0.230, Loss: 0.870 Epoch 29 Batch 739/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.871 Epoch 29 Batch 740/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.940 Epoch 29 Batch 741/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.879 Epoch 29 Batch 742/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.816 Epoch 29 Batch 743/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.882 Epoch 29 Batch 744/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.862 Epoch 29 Batch 745/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.948 Epoch 29 Batch 746/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.928 Epoch 29 Batch 747/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.924 Epoch 29 Batch 748/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.959 Epoch 29 Batch 749/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.909 Epoch 29 Batch 750/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.876 Epoch 29 Batch 751/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.906 Epoch 29 Batch 752/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.853 Epoch 29 Batch 753/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.900 Epoch 29 Batch 754/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.858 Epoch 29 Batch 755/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.923 Epoch 29 Batch 756/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.889 Epoch 29 Batch 757/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.939 Epoch 29 Batch 758/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.868 Epoch 29 Batch 759/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.928 Epoch 29 Batch 760/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.903 Epoch 29 Batch 761/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.895 Epoch 29 Batch 762/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.900 Epoch 29 Batch 763/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.903 Epoch 29 Batch 764/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.817 Epoch 29 Batch 765/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.840 Epoch 29 Batch 766/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.909 Epoch 29 Batch 767/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.923 Epoch 29 Batch 768/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.902 Epoch 29 Batch 769/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.905 Epoch 29 Batch 770/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.965 Epoch 29 Batch 771/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.891 Epoch 29 Batch 772/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.838 Epoch 29 Batch 773/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.944 Epoch 29 Batch 774/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.920 Epoch 29 Batch 775/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.895 Epoch 29 Batch 776/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.964 Epoch 29 Batch 777/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.900 Epoch 29 Batch 778/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.838 Epoch 29 Batch 779/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.870 Epoch 29 Batch 780/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.923 Epoch 29 Batch 781/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.829 Epoch 29 Batch 782/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.838 Epoch 29 Batch 783/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.913 Epoch 29 Batch 784/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.898 Epoch 29 Batch 785/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.898 Epoch 29 Batch 786/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.888 Epoch 29 Batch 787/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.943 Epoch 29 Batch 788/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.885 Epoch 29 Batch 789/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.893 Epoch 29 Batch 790/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.896 Epoch 29 Batch 791/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.936 Epoch 29 Batch 792/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.912 Epoch 29 Batch 793/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.923 Epoch 29 Batch 794/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.859 Epoch 29 Batch 795/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.922 Epoch 29 Batch 796/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.902 Epoch 29 Batch 797/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.879 Epoch 29 Batch 798/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.874 Epoch 29 Batch 799/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.981 Epoch 29 Batch 800/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.864 Epoch 29 Batch 801/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.896 Epoch 29 Batch 802/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.950 Epoch 29 Batch 803/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.902 Epoch 29 Batch 804/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.871 Epoch 29 Batch 805/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.906 Epoch 29 Batch 806/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.890 Epoch 29 Batch 807/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.891 Epoch 29 Batch 808/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.877 Epoch 29 Batch 809/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.903 Epoch 29 Batch 810/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.927 Epoch 29 Batch 811/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.865 Epoch 29 Batch 812/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.919 Epoch 29 Batch 813/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.946 Epoch 29 Batch 814/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.892 Epoch 29 Batch 815/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.859 Epoch 29 Batch 816/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.849 Epoch 29 Batch 817/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.901 Epoch 29 Batch 818/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.920 Epoch 29 Batch 819/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.922 Epoch 29 Batch 820/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.921 Epoch 29 Batch 821/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.913 Epoch 29 Batch 822/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.888 Epoch 29 Batch 823/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.881 Epoch 29 Batch 824/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.866 Epoch 29 Batch 825/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.890 Epoch 29 Batch 826/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.825 Epoch 29 Batch 827/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.861 Epoch 29 Batch 828/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.911 Epoch 29 Batch 829/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.909 Epoch 29 Batch 830/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.873 Epoch 29 Batch 831/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.231, Loss: 0.920 Epoch 29 Batch 832/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.885 Epoch 29 Batch 833/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.860 Epoch 29 Batch 834/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.230, Loss: 0.887 Epoch 29 Batch 835/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.846 Epoch 29 Batch 836/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.923 Epoch 29 Batch 837/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.923 Epoch 29 Batch 838/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.876 Epoch 29 Batch 839/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.906 Epoch 29 Batch 840/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.878 Epoch 29 Batch 841/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.904 Epoch 29 Batch 842/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.851 Epoch 29 Batch 843/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.930 Epoch 29 Batch 844/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.932 Epoch 29 Batch 845/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.917 Epoch 29 Batch 846/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.860 Epoch 29 Batch 847/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.909 Epoch 29 Batch 848/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.810 Epoch 29 Batch 849/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.904 Epoch 29 Batch 850/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.926 Epoch 29 Batch 851/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.865 Epoch 29 Batch 852/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.230, Loss: 0.942 Epoch 29 Batch 853/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.896 Epoch 29 Batch 854/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.896 Epoch 29 Batch 855/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.857 Epoch 29 Batch 856/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.897 Epoch 29 Batch 857/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.912 Epoch 29 Batch 858/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.918 Epoch 29 Batch 859/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.866 Epoch 29 Batch 860/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.892 Epoch 29 Batch 861/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.894 Epoch 29 Batch 862/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.903 Epoch 29 Batch 863/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.889 Epoch 29 Batch 864/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.875 Epoch 29 Batch 865/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.230, Loss: 0.889 Epoch 29 Batch 866/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.879 Epoch 29 Batch 867/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.922 Epoch 29 Batch 868/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.913 Epoch 29 Batch 869/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.873 Epoch 29 Batch 870/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.896 Epoch 29 Batch 871/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.867 Epoch 29 Batch 872/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.905 Epoch 29 Batch 873/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.904 Epoch 29 Batch 874/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.877 Epoch 29 Batch 875/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.890 Epoch 29 Batch 876/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.919 Epoch 29 Batch 877/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.885 Epoch 29 Batch 878/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.874 Epoch 29 Batch 879/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.896 Epoch 29 Batch 880/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.902 Epoch 29 Batch 881/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.876 Epoch 29 Batch 882/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.889 Epoch 29 Batch 883/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.977 Epoch 29 Batch 884/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.954 Epoch 29 Batch 885/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.230, Loss: 0.836 Epoch 29 Batch 886/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.878 Epoch 29 Batch 887/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.996 Epoch 29 Batch 888/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.883 Epoch 29 Batch 889/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.829 Epoch 29 Batch 890/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.230, Loss: 0.880 Epoch 29 Batch 891/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.883 Epoch 29 Batch 892/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.898 Epoch 29 Batch 893/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.874 Epoch 29 Batch 894/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.942 Epoch 29 Batch 895/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.907 Epoch 29 Batch 896/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.868 Epoch 29 Batch 897/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.884 Epoch 29 Batch 898/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.900 Epoch 29 Batch 899/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.919 Epoch 29 Batch 900/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.995 Epoch 29 Batch 901/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.969 Epoch 29 Batch 902/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.864 Epoch 29 Batch 903/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.921 Epoch 29 Batch 904/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.858 Epoch 29 Batch 905/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.948 Epoch 29 Batch 906/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.925 Epoch 29 Batch 907/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.898 Epoch 29 Batch 908/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.995 Epoch 29 Batch 909/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.931 Epoch 29 Batch 910/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.886 Epoch 29 Batch 911/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.230, Loss: 0.910 Epoch 29 Batch 912/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.932 Epoch 29 Batch 913/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.897 Epoch 29 Batch 914/1077 - Train Accuracy: 0.299, Validation Accuracy: 0.230, Loss: 0.981 Epoch 29 Batch 915/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.914 Epoch 29 Batch 916/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.883 Epoch 29 Batch 917/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.863 Epoch 29 Batch 918/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.874 Epoch 29 Batch 919/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.230, Loss: 0.825 Epoch 29 Batch 920/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.895 Epoch 29 Batch 921/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.852 Epoch 29 Batch 922/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.916 Epoch 29 Batch 923/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.230, Loss: 0.865 Epoch 29 Batch 924/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.230, Loss: 0.842 Epoch 29 Batch 925/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.910 Epoch 29 Batch 926/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.894 Epoch 29 Batch 927/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.920 Epoch 29 Batch 928/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.894 Epoch 29 Batch 929/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.903 Epoch 29 Batch 930/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.918 Epoch 29 Batch 931/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.920 Epoch 29 Batch 932/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.887 Epoch 29 Batch 933/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.884 Epoch 29 Batch 934/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.874 Epoch 29 Batch 935/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.913 Epoch 29 Batch 936/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.893 Epoch 29 Batch 937/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.900 Epoch 29 Batch 938/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.910 Epoch 29 Batch 939/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.930 Epoch 29 Batch 940/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.877 Epoch 29 Batch 941/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.870 Epoch 29 Batch 942/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.928 Epoch 29 Batch 943/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.900 Epoch 29 Batch 944/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.840 Epoch 29 Batch 945/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.863 Epoch 29 Batch 946/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.888 Epoch 29 Batch 947/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.878 Epoch 29 Batch 948/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.910 Epoch 29 Batch 949/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.898 Epoch 29 Batch 950/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.885 Epoch 29 Batch 951/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.871 Epoch 29 Batch 952/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.884 Epoch 29 Batch 953/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.834 Epoch 29 Batch 954/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.923 Epoch 29 Batch 955/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.956 Epoch 29 Batch 956/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.882 Epoch 29 Batch 957/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.857 Epoch 29 Batch 958/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.923 Epoch 29 Batch 959/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.928 Epoch 29 Batch 960/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.875 Epoch 29 Batch 961/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.857 Epoch 29 Batch 962/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.848 Epoch 29 Batch 963/1077 - Train Accuracy: 0.069, Validation Accuracy: 0.229, Loss: 0.910 Epoch 29 Batch 964/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.229, Loss: 0.851 Epoch 29 Batch 965/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.230, Loss: 0.889 Epoch 29 Batch 966/1077 - Train Accuracy: 0.262, Validation Accuracy: 0.230, Loss: 0.898 Epoch 29 Batch 967/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.854 Epoch 29 Batch 968/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.854 Epoch 29 Batch 969/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.881 Epoch 29 Batch 970/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.887 Epoch 29 Batch 971/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.839 Epoch 29 Batch 972/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.895 Epoch 29 Batch 973/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.892 Epoch 29 Batch 974/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.230, Loss: 0.850 Epoch 29 Batch 975/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.986 Epoch 29 Batch 976/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.864 Epoch 29 Batch 977/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.855 Epoch 29 Batch 978/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.890 Epoch 29 Batch 979/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.230, Loss: 0.962 Epoch 29 Batch 980/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.901 Epoch 29 Batch 981/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.943 Epoch 29 Batch 982/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.882 Epoch 29 Batch 983/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.874 Epoch 29 Batch 984/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.875 Epoch 29 Batch 985/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.889 Epoch 29 Batch 986/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.902 Epoch 29 Batch 987/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.866 Epoch 29 Batch 988/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.230, Loss: 0.867 Epoch 29 Batch 989/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.877 Epoch 29 Batch 990/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.230, Loss: 0.841 Epoch 29 Batch 991/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.230, Loss: 0.872 Epoch 29 Batch 992/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.833 Epoch 29 Batch 993/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.836 Epoch 29 Batch 994/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.886 Epoch 29 Batch 995/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.846 Epoch 29 Batch 996/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.902 Epoch 29 Batch 997/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.857 Epoch 29 Batch 998/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.895 Epoch 29 Batch 999/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.874 Epoch 29 Batch 1000/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.922 Epoch 29 Batch 1001/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.230, Loss: 0.939 Epoch 29 Batch 1002/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.882 Epoch 29 Batch 1003/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.900 Epoch 29 Batch 1004/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.881 Epoch 29 Batch 1005/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.896 Epoch 29 Batch 1006/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.904 Epoch 29 Batch 1007/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.956 Epoch 29 Batch 1008/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.886 Epoch 29 Batch 1009/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.904 Epoch 29 Batch 1010/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.838 Epoch 29 Batch 1011/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.934 Epoch 29 Batch 1012/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.230, Loss: 0.856 Epoch 29 Batch 1013/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.855 Epoch 29 Batch 1014/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.888 Epoch 29 Batch 1015/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.955 Epoch 29 Batch 1016/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.929 Epoch 29 Batch 1017/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.231, Loss: 0.983 Epoch 29 Batch 1018/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.869 Epoch 29 Batch 1019/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.910 Epoch 29 Batch 1020/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.838 Epoch 29 Batch 1021/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.872 Epoch 29 Batch 1022/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.936 Epoch 29 Batch 1023/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.230, Loss: 0.916 Epoch 29 Batch 1024/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.891 Epoch 29 Batch 1025/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.897 Epoch 29 Batch 1026/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.959 Epoch 29 Batch 1027/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.932 Epoch 29 Batch 1028/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.230, Loss: 0.917 Epoch 29 Batch 1029/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.824 Epoch 29 Batch 1030/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.835 Epoch 29 Batch 1031/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.890 Epoch 29 Batch 1032/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.920 Epoch 29 Batch 1033/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.871 Epoch 29 Batch 1034/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.879 Epoch 29 Batch 1035/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.887 Epoch 29 Batch 1036/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.886 Epoch 29 Batch 1037/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.230, Loss: 0.898 Epoch 29 Batch 1038/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.974 Epoch 29 Batch 1039/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.904 Epoch 29 Batch 1040/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.885 Epoch 29 Batch 1041/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.826 Epoch 29 Batch 1042/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.862 Epoch 29 Batch 1043/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.230, Loss: 0.941 Epoch 29 Batch 1044/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.937 Epoch 29 Batch 1045/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.894 Epoch 29 Batch 1046/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.839 Epoch 29 Batch 1047/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.928 Epoch 29 Batch 1048/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.885 Epoch 29 Batch 1049/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.980 Epoch 29 Batch 1050/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.908 Epoch 29 Batch 1051/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.899 Epoch 29 Batch 1052/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.906 Epoch 29 Batch 1053/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.914 Epoch 29 Batch 1054/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.925 Epoch 29 Batch 1055/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.950 Epoch 29 Batch 1056/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.909 Epoch 29 Batch 1057/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.884 Epoch 29 Batch 1058/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.231, Loss: 0.955 Epoch 29 Batch 1059/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.893 Epoch 29 Batch 1060/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.937 Epoch 29 Batch 1061/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.887 Epoch 29 Batch 1062/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.907 Epoch 29 Batch 1063/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.902 Epoch 29 Batch 1064/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.911 Epoch 29 Batch 1065/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.885 Epoch 29 Batch 1066/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.913 Epoch 29 Batch 1067/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.920 Epoch 29 Batch 1068/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.885 Epoch 29 Batch 1069/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.858 Epoch 29 Batch 1070/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.849 Epoch 29 Batch 1071/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.848 Epoch 29 Batch 1072/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.891 Epoch 29 Batch 1073/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.892 Epoch 29 Batch 1074/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.873 Epoch 29 Batch 1075/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.918 Epoch 30 Batch 0/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.884 Epoch 30 Batch 1/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.912 Epoch 30 Batch 2/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.230, Loss: 0.832 Epoch 30 Batch 3/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.902 Epoch 30 Batch 4/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.887 Epoch 30 Batch 5/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.939 Epoch 30 Batch 6/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.894 Epoch 30 Batch 7/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.231, Loss: 0.838 Epoch 30 Batch 8/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.826 Epoch 30 Batch 9/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.900 Epoch 30 Batch 10/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.231, Loss: 0.885 Epoch 30 Batch 11/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.922 Epoch 30 Batch 12/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.887 Epoch 30 Batch 13/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.975 Epoch 30 Batch 14/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.924 Epoch 30 Batch 15/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.874 Epoch 30 Batch 16/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.906 Epoch 30 Batch 17/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.862 Epoch 30 Batch 18/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.965 Epoch 30 Batch 19/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.919 Epoch 30 Batch 20/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.928 Epoch 30 Batch 21/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.845 Epoch 30 Batch 22/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.927 Epoch 30 Batch 23/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.876 Epoch 30 Batch 24/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.893 Epoch 30 Batch 25/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.886 Epoch 30 Batch 26/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.889 Epoch 30 Batch 27/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.860 Epoch 30 Batch 28/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.945 Epoch 30 Batch 29/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.906 Epoch 30 Batch 30/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.943 Epoch 30 Batch 31/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.890 Epoch 30 Batch 32/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.896 Epoch 30 Batch 33/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.846 Epoch 30 Batch 34/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.896 Epoch 30 Batch 35/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.949 Epoch 30 Batch 36/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.902 Epoch 30 Batch 37/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.836 Epoch 30 Batch 38/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.884 Epoch 30 Batch 39/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.944 Epoch 30 Batch 40/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.898 Epoch 30 Batch 41/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.919 Epoch 30 Batch 42/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.931 Epoch 30 Batch 43/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.230, Loss: 0.936 Epoch 30 Batch 44/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.837 Epoch 30 Batch 45/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.832 Epoch 30 Batch 46/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.230, Loss: 0.867 Epoch 30 Batch 47/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.873 Epoch 30 Batch 48/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.910 Epoch 30 Batch 49/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.230, Loss: 0.970 Epoch 30 Batch 50/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.886 Epoch 30 Batch 51/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.853 Epoch 30 Batch 52/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.926 Epoch 30 Batch 53/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.230, Loss: 0.897 Epoch 30 Batch 54/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.916 Epoch 30 Batch 55/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.943 Epoch 30 Batch 56/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.230, Loss: 0.862 Epoch 30 Batch 57/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.230, Loss: 0.868 Epoch 30 Batch 58/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.921 Epoch 30 Batch 59/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.855 Epoch 30 Batch 60/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.856 Epoch 30 Batch 61/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.953 Epoch 30 Batch 62/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.889 Epoch 30 Batch 63/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.896 Epoch 30 Batch 64/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.924 Epoch 30 Batch 65/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.879 Epoch 30 Batch 66/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.230, Loss: 0.919 Epoch 30 Batch 67/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.868 Epoch 30 Batch 68/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.885 Epoch 30 Batch 69/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.882 Epoch 30 Batch 70/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.904 Epoch 30 Batch 71/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.949 Epoch 30 Batch 72/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.896 Epoch 30 Batch 73/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.900 Epoch 30 Batch 74/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.904 Epoch 30 Batch 75/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.920 Epoch 30 Batch 76/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.922 Epoch 30 Batch 77/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.893 Epoch 30 Batch 78/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.880 Epoch 30 Batch 79/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.865 Epoch 30 Batch 80/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.878 Epoch 30 Batch 81/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.230, Loss: 0.839 Epoch 30 Batch 82/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.230, Loss: 0.883 Epoch 30 Batch 83/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.940 Epoch 30 Batch 84/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.876 Epoch 30 Batch 85/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.814 Epoch 30 Batch 86/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.893 Epoch 30 Batch 87/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.897 Epoch 30 Batch 88/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.948 Epoch 30 Batch 89/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.897 Epoch 30 Batch 90/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.904 Epoch 30 Batch 91/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.869 Epoch 30 Batch 92/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.886 Epoch 30 Batch 93/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.880 Epoch 30 Batch 94/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.900 Epoch 30 Batch 95/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.883 Epoch 30 Batch 96/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.900 Epoch 30 Batch 97/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.882 Epoch 30 Batch 98/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.860 Epoch 30 Batch 99/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.893 Epoch 30 Batch 100/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.929 Epoch 30 Batch 101/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.866 Epoch 30 Batch 102/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.882 Epoch 30 Batch 103/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.929 Epoch 30 Batch 104/1077 - Train Accuracy: 0.100, Validation Accuracy: 0.229, Loss: 0.921 Epoch 30 Batch 105/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.900 Epoch 30 Batch 106/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.229, Loss: 0.888 Epoch 30 Batch 107/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.229, Loss: 0.870 Epoch 30 Batch 108/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.229, Loss: 0.869 Epoch 30 Batch 109/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.911 Epoch 30 Batch 110/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.229, Loss: 0.894 Epoch 30 Batch 111/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.925 Epoch 30 Batch 112/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.855 Epoch 30 Batch 113/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.893 Epoch 30 Batch 114/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.960 Epoch 30 Batch 115/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.995 Epoch 30 Batch 116/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.903 Epoch 30 Batch 117/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.881 Epoch 30 Batch 118/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.230, Loss: 0.911 Epoch 30 Batch 119/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.870 Epoch 30 Batch 120/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.864 Epoch 30 Batch 121/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.980 Epoch 30 Batch 122/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.874 Epoch 30 Batch 123/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.858 Epoch 30 Batch 124/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.846 Epoch 30 Batch 125/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.864 Epoch 30 Batch 126/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.855 Epoch 30 Batch 127/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.847 Epoch 30 Batch 128/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.862 Epoch 30 Batch 129/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.911 Epoch 30 Batch 130/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.872 Epoch 30 Batch 131/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.870 Epoch 30 Batch 132/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.875 Epoch 30 Batch 133/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.230, Loss: 0.887 Epoch 30 Batch 134/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.885 Epoch 30 Batch 135/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.880 Epoch 30 Batch 136/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.940 Epoch 30 Batch 137/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.905 Epoch 30 Batch 138/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.883 Epoch 30 Batch 139/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.853 Epoch 30 Batch 140/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.872 Epoch 30 Batch 141/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.892 Epoch 30 Batch 142/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.829 Epoch 30 Batch 143/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.925 Epoch 30 Batch 144/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.926 Epoch 30 Batch 145/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.850 Epoch 30 Batch 146/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.907 Epoch 30 Batch 147/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.881 Epoch 30 Batch 148/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.902 Epoch 30 Batch 149/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.874 Epoch 30 Batch 150/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.959 Epoch 30 Batch 151/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.913 Epoch 30 Batch 152/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.874 Epoch 30 Batch 153/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.913 Epoch 30 Batch 154/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.930 Epoch 30 Batch 155/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.897 Epoch 30 Batch 156/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.954 Epoch 30 Batch 157/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.884 Epoch 30 Batch 158/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.894 Epoch 30 Batch 159/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.866 Epoch 30 Batch 160/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.908 Epoch 30 Batch 161/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.896 Epoch 30 Batch 162/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.873 Epoch 30 Batch 163/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.923 Epoch 30 Batch 164/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.898 Epoch 30 Batch 165/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.887 Epoch 30 Batch 166/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.986 Epoch 30 Batch 167/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.940 Epoch 30 Batch 168/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.963 Epoch 30 Batch 169/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.891 Epoch 30 Batch 170/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.229, Loss: 0.859 Epoch 30 Batch 171/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.229, Loss: 0.918 Epoch 30 Batch 172/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.229, Loss: 0.842 Epoch 30 Batch 173/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.229, Loss: 0.889 Epoch 30 Batch 174/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.926 Epoch 30 Batch 175/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.890 Epoch 30 Batch 176/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.906 Epoch 30 Batch 177/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.912 Epoch 30 Batch 178/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.873 Epoch 30 Batch 179/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.230, Loss: 0.925 Epoch 30 Batch 180/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.832 Epoch 30 Batch 181/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.898 Epoch 30 Batch 182/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.900 Epoch 30 Batch 183/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.888 Epoch 30 Batch 184/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.946 Epoch 30 Batch 185/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.856 Epoch 30 Batch 186/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.910 Epoch 30 Batch 187/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.889 Epoch 30 Batch 188/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.869 Epoch 30 Batch 189/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.940 Epoch 30 Batch 190/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.827 Epoch 30 Batch 191/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.230, Loss: 0.887 Epoch 30 Batch 192/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.920 Epoch 30 Batch 193/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.847 Epoch 30 Batch 194/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.893 Epoch 30 Batch 195/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.873 Epoch 30 Batch 196/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.866 Epoch 30 Batch 197/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.931 Epoch 30 Batch 198/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.919 Epoch 30 Batch 199/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.880 Epoch 30 Batch 200/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.881 Epoch 30 Batch 201/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.884 Epoch 30 Batch 202/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.838 Epoch 30 Batch 203/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.962 Epoch 30 Batch 204/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.964 Epoch 30 Batch 205/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.904 Epoch 30 Batch 206/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.856 Epoch 30 Batch 207/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.928 Epoch 30 Batch 208/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.867 Epoch 30 Batch 209/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.869 Epoch 30 Batch 210/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.857 Epoch 30 Batch 211/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.881 Epoch 30 Batch 212/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.829 Epoch 30 Batch 213/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.908 Epoch 30 Batch 214/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.850 Epoch 30 Batch 215/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.887 Epoch 30 Batch 216/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.930 Epoch 30 Batch 217/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.919 Epoch 30 Batch 218/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.231, Loss: 0.891 Epoch 30 Batch 219/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.230, Loss: 0.871 Epoch 30 Batch 220/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.917 Epoch 30 Batch 221/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.923 Epoch 30 Batch 222/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.895 Epoch 30 Batch 223/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.934 Epoch 30 Batch 224/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.906 Epoch 30 Batch 225/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.857 Epoch 30 Batch 226/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.828 Epoch 30 Batch 227/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.886 Epoch 30 Batch 228/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.892 Epoch 30 Batch 229/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.881 Epoch 30 Batch 230/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.896 Epoch 30 Batch 231/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.889 Epoch 30 Batch 232/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.845 Epoch 30 Batch 233/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.919 Epoch 30 Batch 234/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.882 Epoch 30 Batch 235/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.899 Epoch 30 Batch 236/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.914 Epoch 30 Batch 237/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.875 Epoch 30 Batch 238/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.230, Loss: 0.866 Epoch 30 Batch 239/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.859 Epoch 30 Batch 240/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.942 Epoch 30 Batch 241/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.945 Epoch 30 Batch 242/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.907 Epoch 30 Batch 243/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.934 Epoch 30 Batch 244/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.230, Loss: 0.920 Epoch 30 Batch 245/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.927 Epoch 30 Batch 246/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.908 Epoch 30 Batch 247/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.907 Epoch 30 Batch 248/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.910 Epoch 30 Batch 249/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.849 Epoch 30 Batch 250/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.230, Loss: 0.923 Epoch 30 Batch 251/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.893 Epoch 30 Batch 252/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.914 Epoch 30 Batch 253/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.230, Loss: 0.971 Epoch 30 Batch 254/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.854 Epoch 30 Batch 255/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.955 Epoch 30 Batch 256/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.901 Epoch 30 Batch 257/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.885 Epoch 30 Batch 258/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.928 Epoch 30 Batch 259/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.892 Epoch 30 Batch 260/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.860 Epoch 30 Batch 261/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.229, Loss: 0.867 Epoch 30 Batch 262/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.229, Loss: 0.933 Epoch 30 Batch 263/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.229, Loss: 0.828 Epoch 30 Batch 264/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.229, Loss: 0.872 Epoch 30 Batch 265/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.869 Epoch 30 Batch 266/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.229, Loss: 0.894 Epoch 30 Batch 267/1077 - Train Accuracy: 0.222, Validation Accuracy: 0.229, Loss: 0.889 Epoch 30 Batch 268/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.229, Loss: 0.853 Epoch 30 Batch 269/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.916 Epoch 30 Batch 270/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.904 Epoch 30 Batch 271/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.830 Epoch 30 Batch 272/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.960 Epoch 30 Batch 273/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.894 Epoch 30 Batch 274/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.941 Epoch 30 Batch 275/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.867 Epoch 30 Batch 276/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.932 Epoch 30 Batch 277/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.888 Epoch 30 Batch 278/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.901 Epoch 30 Batch 279/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.852 Epoch 30 Batch 280/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.903 Epoch 30 Batch 281/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.893 Epoch 30 Batch 282/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.980 Epoch 30 Batch 283/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.920 Epoch 30 Batch 284/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.890 Epoch 30 Batch 285/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.885 Epoch 30 Batch 286/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.919 Epoch 30 Batch 287/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.960 Epoch 30 Batch 288/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.931 Epoch 30 Batch 289/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.906 Epoch 30 Batch 290/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.883 Epoch 30 Batch 291/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.892 Epoch 30 Batch 292/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.941 Epoch 30 Batch 293/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.961 Epoch 30 Batch 294/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.230, Loss: 0.900 Epoch 30 Batch 295/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.923 Epoch 30 Batch 296/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.949 Epoch 30 Batch 297/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.906 Epoch 30 Batch 298/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.933 Epoch 30 Batch 299/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.875 Epoch 30 Batch 300/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.867 Epoch 30 Batch 301/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.905 Epoch 30 Batch 302/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.933 Epoch 30 Batch 303/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.230, Loss: 0.905 Epoch 30 Batch 304/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.877 Epoch 30 Batch 305/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.877 Epoch 30 Batch 306/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.912 Epoch 30 Batch 307/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.872 Epoch 30 Batch 308/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.904 Epoch 30 Batch 309/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.878 Epoch 30 Batch 310/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.949 Epoch 30 Batch 311/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.930 Epoch 30 Batch 312/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.989 Epoch 30 Batch 313/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.890 Epoch 30 Batch 314/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.860 Epoch 30 Batch 315/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.851 Epoch 30 Batch 316/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.854 Epoch 30 Batch 317/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.885 Epoch 30 Batch 318/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.930 Epoch 30 Batch 319/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.931 Epoch 30 Batch 320/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.906 Epoch 30 Batch 321/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.908 Epoch 30 Batch 322/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.230, Loss: 0.892 Epoch 30 Batch 323/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.913 Epoch 30 Batch 324/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.920 Epoch 30 Batch 325/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.932 Epoch 30 Batch 326/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.886 Epoch 30 Batch 327/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.856 Epoch 30 Batch 328/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.983 Epoch 30 Batch 329/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.885 Epoch 30 Batch 330/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.846 Epoch 30 Batch 331/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.890 Epoch 30 Batch 332/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.922 Epoch 30 Batch 333/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.880 Epoch 30 Batch 334/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.904 Epoch 30 Batch 335/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.906 Epoch 30 Batch 336/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.892 Epoch 30 Batch 337/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.864 Epoch 30 Batch 338/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.964 Epoch 30 Batch 339/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.942 Epoch 30 Batch 340/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.949 Epoch 30 Batch 341/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.918 Epoch 30 Batch 342/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.828 Epoch 30 Batch 343/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.924 Epoch 30 Batch 344/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.912 Epoch 30 Batch 345/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.880 Epoch 30 Batch 346/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.934 Epoch 30 Batch 347/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.909 Epoch 30 Batch 348/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.900 Epoch 30 Batch 349/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.908 Epoch 30 Batch 350/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.833 Epoch 30 Batch 351/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.892 Epoch 30 Batch 352/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.921 Epoch 30 Batch 353/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.924 Epoch 30 Batch 354/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.853 Epoch 30 Batch 355/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.884 Epoch 30 Batch 356/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.907 Epoch 30 Batch 357/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.883 Epoch 30 Batch 358/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.920 Epoch 30 Batch 359/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.918 Epoch 30 Batch 360/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.957 Epoch 30 Batch 361/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.948 Epoch 30 Batch 362/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.848 Epoch 30 Batch 363/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.879 Epoch 30 Batch 364/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.905 Epoch 30 Batch 365/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.911 Epoch 30 Batch 366/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.883 Epoch 30 Batch 367/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.920 Epoch 30 Batch 368/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.892 Epoch 30 Batch 369/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.930 Epoch 30 Batch 370/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.231, Loss: 0.891 Epoch 30 Batch 371/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.890 Epoch 30 Batch 372/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.920 Epoch 30 Batch 373/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.873 Epoch 30 Batch 374/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 0.944 Epoch 30 Batch 375/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.231, Loss: 0.857 Epoch 30 Batch 376/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.231, Loss: 0.934 Epoch 30 Batch 377/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.943 Epoch 30 Batch 378/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.862 Epoch 30 Batch 379/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.901 Epoch 30 Batch 380/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.878 Epoch 30 Batch 381/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.944 Epoch 30 Batch 382/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.918 Epoch 30 Batch 383/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.898 Epoch 30 Batch 384/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.913 Epoch 30 Batch 385/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.896 Epoch 30 Batch 386/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.849 Epoch 30 Batch 387/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.849 Epoch 30 Batch 388/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.836 Epoch 30 Batch 389/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.878 Epoch 30 Batch 390/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.928 Epoch 30 Batch 391/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.892 Epoch 30 Batch 392/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.924 Epoch 30 Batch 393/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.884 Epoch 30 Batch 394/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.856 Epoch 30 Batch 395/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.887 Epoch 30 Batch 396/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.927 Epoch 30 Batch 397/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.889 Epoch 30 Batch 398/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.849 Epoch 30 Batch 399/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.897 Epoch 30 Batch 400/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.891 Epoch 30 Batch 401/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.852 Epoch 30 Batch 402/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.925 Epoch 30 Batch 403/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.907 Epoch 30 Batch 404/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.867 Epoch 30 Batch 405/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.941 Epoch 30 Batch 406/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.881 Epoch 30 Batch 407/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.845 Epoch 30 Batch 408/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.947 Epoch 30 Batch 409/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.952 Epoch 30 Batch 410/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.231, Loss: 0.815 Epoch 30 Batch 411/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.943 Epoch 30 Batch 412/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.879 Epoch 30 Batch 413/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.929 Epoch 30 Batch 414/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.938 Epoch 30 Batch 415/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.914 Epoch 30 Batch 416/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.881 Epoch 30 Batch 417/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.894 Epoch 30 Batch 418/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.878 Epoch 30 Batch 419/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.891 Epoch 30 Batch 420/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.909 Epoch 30 Batch 421/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.937 Epoch 30 Batch 422/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.901 Epoch 30 Batch 423/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.923 Epoch 30 Batch 424/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.842 Epoch 30 Batch 425/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.902 Epoch 30 Batch 426/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.912 Epoch 30 Batch 427/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.231, Loss: 0.873 Epoch 30 Batch 428/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.230, Loss: 0.881 Epoch 30 Batch 429/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.880 Epoch 30 Batch 430/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.917 Epoch 30 Batch 431/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.850 Epoch 30 Batch 432/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.986 Epoch 30 Batch 433/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.934 Epoch 30 Batch 434/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.847 Epoch 30 Batch 435/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.927 Epoch 30 Batch 436/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.908 Epoch 30 Batch 437/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.859 Epoch 30 Batch 438/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.927 Epoch 30 Batch 439/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.901 Epoch 30 Batch 440/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.869 Epoch 30 Batch 441/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.912 Epoch 30 Batch 442/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.886 Epoch 30 Batch 443/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.870 Epoch 30 Batch 444/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.862 Epoch 30 Batch 445/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.886 Epoch 30 Batch 446/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.926 Epoch 30 Batch 447/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.901 Epoch 30 Batch 448/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.919 Epoch 30 Batch 449/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.933 Epoch 30 Batch 450/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.888 Epoch 30 Batch 451/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.937 Epoch 30 Batch 452/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.906 Epoch 30 Batch 453/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.861 Epoch 30 Batch 454/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.874 Epoch 30 Batch 455/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.230, Loss: 0.910 Epoch 30 Batch 456/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.864 Epoch 30 Batch 457/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.898 Epoch 30 Batch 458/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.230, Loss: 0.842 Epoch 30 Batch 459/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.867 Epoch 30 Batch 460/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.896 Epoch 30 Batch 461/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.845 Epoch 30 Batch 462/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.937 Epoch 30 Batch 463/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.887 Epoch 30 Batch 464/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.230, Loss: 0.878 Epoch 30 Batch 465/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.899 Epoch 30 Batch 466/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.920 Epoch 30 Batch 467/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.909 Epoch 30 Batch 468/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.950 Epoch 30 Batch 469/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.851 Epoch 30 Batch 470/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.830 Epoch 30 Batch 471/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.860 Epoch 30 Batch 472/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.935 Epoch 30 Batch 473/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.916 Epoch 30 Batch 474/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.910 Epoch 30 Batch 475/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.824 Epoch 30 Batch 476/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.230, Loss: 0.907 Epoch 30 Batch 477/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.231, Loss: 0.903 Epoch 30 Batch 478/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.231, Loss: 0.867 Epoch 30 Batch 479/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.938 Epoch 30 Batch 480/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.853 Epoch 30 Batch 481/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.904 Epoch 30 Batch 482/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.956 Epoch 30 Batch 483/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.893 Epoch 30 Batch 484/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.813 Epoch 30 Batch 485/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.926 Epoch 30 Batch 486/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.231, Loss: 0.862 Epoch 30 Batch 487/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.858 Epoch 30 Batch 488/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.928 Epoch 30 Batch 489/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.955 Epoch 30 Batch 490/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.909 Epoch 30 Batch 491/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.960 Epoch 30 Batch 492/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.883 Epoch 30 Batch 493/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.880 Epoch 30 Batch 494/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.910 Epoch 30 Batch 495/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.231, Loss: 0.937 Epoch 30 Batch 496/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.889 Epoch 30 Batch 497/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.859 Epoch 30 Batch 498/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.907 Epoch 30 Batch 499/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.231, Loss: 0.913 Epoch 30 Batch 500/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.987 Epoch 30 Batch 501/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 0.938 Epoch 30 Batch 502/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.887 Epoch 30 Batch 503/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.867 Epoch 30 Batch 504/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.899 Epoch 30 Batch 505/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.937 Epoch 30 Batch 506/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.886 Epoch 30 Batch 507/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.231, Loss: 0.845 Epoch 30 Batch 508/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.878 Epoch 30 Batch 509/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.903 Epoch 30 Batch 510/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.865 Epoch 30 Batch 511/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.879 Epoch 30 Batch 512/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.902 Epoch 30 Batch 513/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.851 Epoch 30 Batch 514/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.909 Epoch 30 Batch 515/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.904 Epoch 30 Batch 516/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.852 Epoch 30 Batch 517/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.880 Epoch 30 Batch 518/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.898 Epoch 30 Batch 519/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.881 Epoch 30 Batch 520/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.867 Epoch 30 Batch 521/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.835 Epoch 30 Batch 522/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.924 Epoch 30 Batch 523/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.845 Epoch 30 Batch 524/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.893 Epoch 30 Batch 525/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.861 Epoch 30 Batch 526/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.926 Epoch 30 Batch 527/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.836 Epoch 30 Batch 528/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.884 Epoch 30 Batch 529/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.896 Epoch 30 Batch 530/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.872 Epoch 30 Batch 531/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.927 Epoch 30 Batch 532/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.909 Epoch 30 Batch 533/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.930 Epoch 30 Batch 534/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.938 Epoch 30 Batch 535/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.844 Epoch 30 Batch 536/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.915 Epoch 30 Batch 537/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.891 Epoch 30 Batch 538/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.914 Epoch 30 Batch 539/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.926 Epoch 30 Batch 540/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.821 Epoch 30 Batch 541/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.834 Epoch 30 Batch 542/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.886 Epoch 30 Batch 543/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.851 Epoch 30 Batch 544/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.905 Epoch 30 Batch 545/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.914 Epoch 30 Batch 546/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.897 Epoch 30 Batch 547/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.950 Epoch 30 Batch 548/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.893 Epoch 30 Batch 549/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.867 Epoch 30 Batch 550/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.869 Epoch 30 Batch 551/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.882 Epoch 30 Batch 552/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.891 Epoch 30 Batch 553/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.887 Epoch 30 Batch 554/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 0.845 Epoch 30 Batch 555/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.893 Epoch 30 Batch 556/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.862 Epoch 30 Batch 557/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.954 Epoch 30 Batch 558/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.883 Epoch 30 Batch 559/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.923 Epoch 30 Batch 560/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.905 Epoch 30 Batch 561/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.831 Epoch 30 Batch 562/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.862 Epoch 30 Batch 563/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.890 Epoch 30 Batch 564/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.932 Epoch 30 Batch 565/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.861 Epoch 30 Batch 566/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.850 Epoch 30 Batch 567/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.927 Epoch 30 Batch 568/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.849 Epoch 30 Batch 569/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.916 Epoch 30 Batch 570/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.911 Epoch 30 Batch 571/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.878 Epoch 30 Batch 572/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.903 Epoch 30 Batch 573/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.857 Epoch 30 Batch 574/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.875 Epoch 30 Batch 575/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.889 Epoch 30 Batch 576/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.930 Epoch 30 Batch 577/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.933 Epoch 30 Batch 578/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.896 Epoch 30 Batch 579/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.864 Epoch 30 Batch 580/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.898 Epoch 30 Batch 581/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.885 Epoch 30 Batch 582/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.948 Epoch 30 Batch 583/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.915 Epoch 30 Batch 584/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.827 Epoch 30 Batch 585/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.835 Epoch 30 Batch 586/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.880 Epoch 30 Batch 587/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.878 Epoch 30 Batch 588/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.901 Epoch 30 Batch 589/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.863 Epoch 30 Batch 590/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.909 Epoch 30 Batch 591/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.230, Loss: 0.862 Epoch 30 Batch 592/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.926 Epoch 30 Batch 593/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.868 Epoch 30 Batch 594/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.955 Epoch 30 Batch 595/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.854 Epoch 30 Batch 596/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.918 Epoch 30 Batch 597/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.231, Loss: 0.931 Epoch 30 Batch 598/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.965 Epoch 30 Batch 599/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.936 Epoch 30 Batch 600/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.919 Epoch 30 Batch 601/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.231, Loss: 0.836 Epoch 30 Batch 602/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.937 Epoch 30 Batch 603/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.904 Epoch 30 Batch 604/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.935 Epoch 30 Batch 605/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.892 Epoch 30 Batch 606/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.896 Epoch 30 Batch 607/1077 - Train Accuracy: 0.238, Validation Accuracy: 0.231, Loss: 0.890 Epoch 30 Batch 608/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.889 Epoch 30 Batch 609/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.855 Epoch 30 Batch 610/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.231, Loss: 0.918 Epoch 30 Batch 611/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.878 Epoch 30 Batch 612/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.891 Epoch 30 Batch 613/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.910 Epoch 30 Batch 614/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.876 Epoch 30 Batch 615/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.894 Epoch 30 Batch 616/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.984 Epoch 30 Batch 617/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.907 Epoch 30 Batch 618/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.951 Epoch 30 Batch 619/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.230, Loss: 0.897 Epoch 30 Batch 620/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.891 Epoch 30 Batch 621/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.877 Epoch 30 Batch 622/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.844 Epoch 30 Batch 623/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.936 Epoch 30 Batch 624/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.953 Epoch 30 Batch 625/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.958 Epoch 30 Batch 626/1077 - Train Accuracy: 0.223, Validation Accuracy: 0.230, Loss: 0.880 Epoch 30 Batch 627/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.860 Epoch 30 Batch 628/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.947 Epoch 30 Batch 629/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.941 Epoch 30 Batch 630/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.800 Epoch 30 Batch 631/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.944 Epoch 30 Batch 632/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.936 Epoch 30 Batch 633/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.842 Epoch 30 Batch 634/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.957 Epoch 30 Batch 635/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.230, Loss: 0.847 Epoch 30 Batch 636/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.948 Epoch 30 Batch 637/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.907 Epoch 30 Batch 638/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.917 Epoch 30 Batch 639/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.944 Epoch 30 Batch 640/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.874 Epoch 30 Batch 641/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.916 Epoch 30 Batch 642/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.928 Epoch 30 Batch 643/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.950 Epoch 30 Batch 644/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.907 Epoch 30 Batch 645/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.874 Epoch 30 Batch 646/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.893 Epoch 30 Batch 647/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.929 Epoch 30 Batch 648/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.869 Epoch 30 Batch 649/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.880 Epoch 30 Batch 650/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.900 Epoch 30 Batch 651/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.948 Epoch 30 Batch 652/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.933 Epoch 30 Batch 653/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.944 Epoch 30 Batch 654/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.917 Epoch 30 Batch 655/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.865 Epoch 30 Batch 656/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.907 Epoch 30 Batch 657/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.877 Epoch 30 Batch 658/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.842 Epoch 30 Batch 659/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.880 Epoch 30 Batch 660/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.899 Epoch 30 Batch 661/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.896 Epoch 30 Batch 662/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.846 Epoch 30 Batch 663/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.882 Epoch 30 Batch 664/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.886 Epoch 30 Batch 665/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.930 Epoch 30 Batch 666/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.877 Epoch 30 Batch 667/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.901 Epoch 30 Batch 668/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.876 Epoch 30 Batch 669/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.920 Epoch 30 Batch 670/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.230, Loss: 0.930 Epoch 30 Batch 671/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.904 Epoch 30 Batch 672/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.910 Epoch 30 Batch 673/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.891 Epoch 30 Batch 674/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.962 Epoch 30 Batch 675/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.929 Epoch 30 Batch 676/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.856 Epoch 30 Batch 677/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.909 Epoch 30 Batch 678/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.879 Epoch 30 Batch 679/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.910 Epoch 30 Batch 680/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.886 Epoch 30 Batch 681/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.891 Epoch 30 Batch 682/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.230, Loss: 0.870 Epoch 30 Batch 683/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.907 Epoch 30 Batch 684/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.849 Epoch 30 Batch 685/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.910 Epoch 30 Batch 686/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.916 Epoch 30 Batch 687/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.916 Epoch 30 Batch 688/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.906 Epoch 30 Batch 689/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.872 Epoch 30 Batch 690/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.953 Epoch 30 Batch 691/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.873 Epoch 30 Batch 692/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.893 Epoch 30 Batch 693/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.929 Epoch 30 Batch 694/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.885 Epoch 30 Batch 695/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.900 Epoch 30 Batch 696/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.808 Epoch 30 Batch 697/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.845 Epoch 30 Batch 698/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.886 Epoch 30 Batch 699/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.231, Loss: 0.899 Epoch 30 Batch 700/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.831 Epoch 30 Batch 701/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.967 Epoch 30 Batch 702/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.853 Epoch 30 Batch 703/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.903 Epoch 30 Batch 704/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.926 Epoch 30 Batch 705/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.886 Epoch 30 Batch 706/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.909 Epoch 30 Batch 707/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.885 Epoch 30 Batch 708/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.959 Epoch 30 Batch 709/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.908 Epoch 30 Batch 710/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.863 Epoch 30 Batch 711/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.946 Epoch 30 Batch 712/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.842 Epoch 30 Batch 713/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.231, Loss: 0.924 Epoch 30 Batch 714/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.230, Loss: 0.865 Epoch 30 Batch 715/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.874 Epoch 30 Batch 716/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.896 Epoch 30 Batch 717/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.869 Epoch 30 Batch 718/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.895 Epoch 30 Batch 719/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.908 Epoch 30 Batch 720/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.892 Epoch 30 Batch 721/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.895 Epoch 30 Batch 722/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.884 Epoch 30 Batch 723/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.899 Epoch 30 Batch 724/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.921 Epoch 30 Batch 725/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.919 Epoch 30 Batch 726/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.961 Epoch 30 Batch 727/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.846 Epoch 30 Batch 728/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.857 Epoch 30 Batch 729/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.964 Epoch 30 Batch 730/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.904 Epoch 30 Batch 731/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.888 Epoch 30 Batch 732/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.994 Epoch 30 Batch 733/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.875 Epoch 30 Batch 734/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.947 Epoch 30 Batch 735/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.981 Epoch 30 Batch 736/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.915 Epoch 30 Batch 737/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.876 Epoch 30 Batch 738/1077 - Train Accuracy: 0.287, Validation Accuracy: 0.230, Loss: 0.862 Epoch 30 Batch 739/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.912 Epoch 30 Batch 740/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.887 Epoch 30 Batch 741/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.890 Epoch 30 Batch 742/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.926 Epoch 30 Batch 743/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.886 Epoch 30 Batch 744/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.929 Epoch 30 Batch 745/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.920 Epoch 30 Batch 746/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.874 Epoch 30 Batch 747/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.854 Epoch 30 Batch 748/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.230, Loss: 0.868 Epoch 30 Batch 749/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.864 Epoch 30 Batch 750/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.881 Epoch 30 Batch 751/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.890 Epoch 30 Batch 752/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.921 Epoch 30 Batch 753/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.814 Epoch 30 Batch 754/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.896 Epoch 30 Batch 755/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.904 Epoch 30 Batch 756/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.895 Epoch 30 Batch 757/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.935 Epoch 30 Batch 758/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.891 Epoch 30 Batch 759/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.923 Epoch 30 Batch 760/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.930 Epoch 30 Batch 761/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.931 Epoch 30 Batch 762/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.880 Epoch 30 Batch 763/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.884 Epoch 30 Batch 764/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.897 Epoch 30 Batch 765/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.855 Epoch 30 Batch 766/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.863 Epoch 30 Batch 767/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.878 Epoch 30 Batch 768/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.904 Epoch 30 Batch 769/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.904 Epoch 30 Batch 770/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.837 Epoch 30 Batch 771/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.884 Epoch 30 Batch 772/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.877 Epoch 30 Batch 773/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.918 Epoch 30 Batch 774/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.901 Epoch 30 Batch 775/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.877 Epoch 30 Batch 776/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.872 Epoch 30 Batch 777/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.856 Epoch 30 Batch 778/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.849 Epoch 30 Batch 779/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.843 Epoch 30 Batch 780/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.887 Epoch 30 Batch 781/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.890 Epoch 30 Batch 782/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.843 Epoch 30 Batch 783/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.868 Epoch 30 Batch 784/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.921 Epoch 30 Batch 785/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.909 Epoch 30 Batch 786/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.942 Epoch 30 Batch 787/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.893 Epoch 30 Batch 788/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.889 Epoch 30 Batch 789/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.231, Loss: 0.875 Epoch 30 Batch 790/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.231, Loss: 0.864 Epoch 30 Batch 791/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.910 Epoch 30 Batch 792/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.878 Epoch 30 Batch 793/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.950 Epoch 30 Batch 794/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.913 Epoch 30 Batch 795/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.899 Epoch 30 Batch 796/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.929 Epoch 30 Batch 797/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.882 Epoch 30 Batch 798/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.872 Epoch 30 Batch 799/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.945 Epoch 30 Batch 800/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.866 Epoch 30 Batch 801/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.898 Epoch 30 Batch 802/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.939 Epoch 30 Batch 803/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.923 Epoch 30 Batch 804/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.863 Epoch 30 Batch 805/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.821 Epoch 30 Batch 806/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.883 Epoch 30 Batch 807/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.909 Epoch 30 Batch 808/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.894 Epoch 30 Batch 809/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.913 Epoch 30 Batch 810/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.933 Epoch 30 Batch 811/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.921 Epoch 30 Batch 812/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.895 Epoch 30 Batch 813/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.869 Epoch 30 Batch 814/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.889 Epoch 30 Batch 815/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.870 Epoch 30 Batch 816/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.906 Epoch 30 Batch 817/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.890 Epoch 30 Batch 818/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.918 Epoch 30 Batch 819/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.876 Epoch 30 Batch 820/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.875 Epoch 30 Batch 821/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.984 Epoch 30 Batch 822/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.884 Epoch 30 Batch 823/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.883 Epoch 30 Batch 824/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.900 Epoch 30 Batch 825/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.887 Epoch 30 Batch 826/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.939 Epoch 30 Batch 827/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.869 Epoch 30 Batch 828/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.901 Epoch 30 Batch 829/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.944 Epoch 30 Batch 830/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.915 Epoch 30 Batch 831/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.904 Epoch 30 Batch 832/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.894 Epoch 30 Batch 833/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.894 Epoch 30 Batch 834/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.230, Loss: 0.869 Epoch 30 Batch 835/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.918 Epoch 30 Batch 836/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.864 Epoch 30 Batch 837/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.897 Epoch 30 Batch 838/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.890 Epoch 30 Batch 839/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.912 Epoch 30 Batch 840/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.929 Epoch 30 Batch 841/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.897 Epoch 30 Batch 842/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.943 Epoch 30 Batch 843/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.898 Epoch 30 Batch 844/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.865 Epoch 30 Batch 845/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.949 Epoch 30 Batch 846/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.230, Loss: 0.922 Epoch 30 Batch 847/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.865 Epoch 30 Batch 848/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.855 Epoch 30 Batch 849/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.963 Epoch 30 Batch 850/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.962 Epoch 30 Batch 851/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.829 Epoch 30 Batch 852/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.928 Epoch 30 Batch 853/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.923 Epoch 30 Batch 854/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.873 Epoch 30 Batch 855/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.893 Epoch 30 Batch 856/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.909 Epoch 30 Batch 857/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.869 Epoch 30 Batch 858/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.900 Epoch 30 Batch 859/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.230, Loss: 0.915 Epoch 30 Batch 860/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.945 Epoch 30 Batch 861/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.884 Epoch 30 Batch 862/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.838 Epoch 30 Batch 863/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.886 Epoch 30 Batch 864/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.888 Epoch 30 Batch 865/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.230, Loss: 0.896 Epoch 30 Batch 866/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.948 Epoch 30 Batch 867/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.957 Epoch 30 Batch 868/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.885 Epoch 30 Batch 869/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.945 Epoch 30 Batch 870/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.230, Loss: 0.885 Epoch 30 Batch 871/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.866 Epoch 30 Batch 872/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.844 Epoch 30 Batch 873/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.914 Epoch 30 Batch 874/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.887 Epoch 30 Batch 875/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.865 Epoch 30 Batch 876/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.903 Epoch 30 Batch 877/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.946 Epoch 30 Batch 878/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.901 Epoch 30 Batch 879/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.843 Epoch 30 Batch 880/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.899 Epoch 30 Batch 881/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.856 Epoch 30 Batch 882/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.874 Epoch 30 Batch 883/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.922 Epoch 30 Batch 884/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.884 Epoch 30 Batch 885/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.230, Loss: 0.894 Epoch 30 Batch 886/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.865 Epoch 30 Batch 887/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.888 Epoch 30 Batch 888/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.868 Epoch 30 Batch 889/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.895 Epoch 30 Batch 890/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.230, Loss: 0.900 Epoch 30 Batch 891/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.938 Epoch 30 Batch 892/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.947 Epoch 30 Batch 893/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.854 Epoch 30 Batch 894/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.927 Epoch 30 Batch 895/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.859 Epoch 30 Batch 896/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.849 Epoch 30 Batch 897/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.934 Epoch 30 Batch 898/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.882 Epoch 30 Batch 899/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.908 Epoch 30 Batch 900/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.884 Epoch 30 Batch 901/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.870 Epoch 30 Batch 902/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.945 Epoch 30 Batch 903/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.897 Epoch 30 Batch 904/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.957 Epoch 30 Batch 905/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.849 Epoch 30 Batch 906/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.894 Epoch 30 Batch 907/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.867 Epoch 30 Batch 908/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.859 Epoch 30 Batch 909/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.926 Epoch 30 Batch 910/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.922 Epoch 30 Batch 911/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.230, Loss: 0.929 Epoch 30 Batch 912/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.867 Epoch 30 Batch 913/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.900 Epoch 30 Batch 914/1077 - Train Accuracy: 0.298, Validation Accuracy: 0.230, Loss: 0.907 Epoch 30 Batch 915/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.884 Epoch 30 Batch 916/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.955 Epoch 30 Batch 917/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.887 Epoch 30 Batch 918/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.894 Epoch 30 Batch 919/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.230, Loss: 0.879 Epoch 30 Batch 920/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.836 Epoch 30 Batch 921/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.852 Epoch 30 Batch 922/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.922 Epoch 30 Batch 923/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.230, Loss: 0.871 Epoch 30 Batch 924/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.230, Loss: 0.906 Epoch 30 Batch 925/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.896 Epoch 30 Batch 926/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.862 Epoch 30 Batch 927/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.871 Epoch 30 Batch 928/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.871 Epoch 30 Batch 929/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.952 Epoch 30 Batch 930/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.883 Epoch 30 Batch 931/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.912 Epoch 30 Batch 932/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.863 Epoch 30 Batch 933/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.863 Epoch 30 Batch 934/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.870 Epoch 30 Batch 935/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.925 Epoch 30 Batch 936/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.836 Epoch 30 Batch 937/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.902 Epoch 30 Batch 938/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.905 Epoch 30 Batch 939/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.952 Epoch 30 Batch 940/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.865 Epoch 30 Batch 941/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.880 Epoch 30 Batch 942/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.926 Epoch 30 Batch 943/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.910 Epoch 30 Batch 944/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.835 Epoch 30 Batch 945/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.874 Epoch 30 Batch 946/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.862 Epoch 30 Batch 947/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.881 Epoch 30 Batch 948/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.940 Epoch 30 Batch 949/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.900 Epoch 30 Batch 950/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.884 Epoch 30 Batch 951/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.902 Epoch 30 Batch 952/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.920 Epoch 30 Batch 953/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.834 Epoch 30 Batch 954/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.894 Epoch 30 Batch 955/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.885 Epoch 30 Batch 956/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.877 Epoch 30 Batch 957/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.900 Epoch 30 Batch 958/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.903 Epoch 30 Batch 959/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.858 Epoch 30 Batch 960/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.888 Epoch 30 Batch 961/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.833 Epoch 30 Batch 962/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.921 Epoch 30 Batch 963/1077 - Train Accuracy: 0.069, Validation Accuracy: 0.230, Loss: 0.902 Epoch 30 Batch 964/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.940 Epoch 30 Batch 965/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.230, Loss: 0.921 Epoch 30 Batch 966/1077 - Train Accuracy: 0.263, Validation Accuracy: 0.230, Loss: 0.928 Epoch 30 Batch 967/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.885 Epoch 30 Batch 968/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.925 Epoch 30 Batch 969/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.948 Epoch 30 Batch 970/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.882 Epoch 30 Batch 971/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.852 Epoch 30 Batch 972/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.896 Epoch 30 Batch 973/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.880 Epoch 30 Batch 974/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.902 Epoch 30 Batch 975/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.911 Epoch 30 Batch 976/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.870 Epoch 30 Batch 977/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.856 Epoch 30 Batch 978/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.901 Epoch 30 Batch 979/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.230, Loss: 0.972 Epoch 30 Batch 980/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.926 Epoch 30 Batch 981/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.891 Epoch 30 Batch 982/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.883 Epoch 30 Batch 983/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.937 Epoch 30 Batch 984/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.920 Epoch 30 Batch 985/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.893 Epoch 30 Batch 986/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.914 Epoch 30 Batch 987/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.904 Epoch 30 Batch 988/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.231, Loss: 0.950 Epoch 30 Batch 989/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.934 Epoch 30 Batch 990/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.231, Loss: 0.923 Epoch 30 Batch 991/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.231, Loss: 0.884 Epoch 30 Batch 992/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.875 Epoch 30 Batch 993/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.862 Epoch 30 Batch 994/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.895 Epoch 30 Batch 995/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.874 Epoch 30 Batch 996/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.918 Epoch 30 Batch 997/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.231, Loss: 0.907 Epoch 30 Batch 998/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.946 Epoch 30 Batch 999/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.920 Epoch 30 Batch 1000/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.866 Epoch 30 Batch 1001/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.230, Loss: 0.887 Epoch 30 Batch 1002/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.230, Loss: 0.913 Epoch 30 Batch 1003/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.907 Epoch 30 Batch 1004/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.868 Epoch 30 Batch 1005/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.899 Epoch 30 Batch 1006/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.904 Epoch 30 Batch 1007/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.856 Epoch 30 Batch 1008/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.949 Epoch 30 Batch 1009/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.940 Epoch 30 Batch 1010/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.864 Epoch 30 Batch 1011/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.872 Epoch 30 Batch 1012/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.934 Epoch 30 Batch 1013/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.857 Epoch 30 Batch 1014/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.830 Epoch 30 Batch 1015/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.978 Epoch 30 Batch 1016/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.896 Epoch 30 Batch 1017/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.230, Loss: 0.889 Epoch 30 Batch 1018/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.928 Epoch 30 Batch 1019/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.890 Epoch 30 Batch 1020/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.908 Epoch 30 Batch 1021/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.879 Epoch 30 Batch 1022/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.850 Epoch 30 Batch 1023/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.230, Loss: 0.903 Epoch 30 Batch 1024/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.923 Epoch 30 Batch 1025/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.816 Epoch 30 Batch 1026/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.852 Epoch 30 Batch 1027/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.829 Epoch 30 Batch 1028/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.230, Loss: 0.975 Epoch 30 Batch 1029/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.934 Epoch 30 Batch 1030/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.892 Epoch 30 Batch 1031/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.927 Epoch 30 Batch 1032/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.936 Epoch 30 Batch 1033/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.937 Epoch 30 Batch 1034/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.909 Epoch 30 Batch 1035/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.834 Epoch 30 Batch 1036/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.911 Epoch 30 Batch 1037/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.230, Loss: 0.934 Epoch 30 Batch 1038/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.959 Epoch 30 Batch 1039/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.909 Epoch 30 Batch 1040/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.927 Epoch 30 Batch 1041/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.868 Epoch 30 Batch 1042/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.888 Epoch 30 Batch 1043/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.230, Loss: 0.907 Epoch 30 Batch 1044/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.860 Epoch 30 Batch 1045/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.870 Epoch 30 Batch 1046/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.940 Epoch 30 Batch 1047/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.874 Epoch 30 Batch 1048/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.894 Epoch 30 Batch 1049/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.845 Epoch 30 Batch 1050/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.875 Epoch 30 Batch 1051/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.906 Epoch 30 Batch 1052/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.872 Epoch 30 Batch 1053/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.825 Epoch 30 Batch 1054/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.927 Epoch 30 Batch 1055/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.933 Epoch 30 Batch 1056/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.846 Epoch 30 Batch 1057/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.871 Epoch 30 Batch 1058/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.844 Epoch 30 Batch 1059/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.945 Epoch 30 Batch 1060/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.909 Epoch 30 Batch 1061/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.898 Epoch 30 Batch 1062/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.914 Epoch 30 Batch 1063/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.938 Epoch 30 Batch 1064/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.894 Epoch 30 Batch 1065/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.902 Epoch 30 Batch 1066/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.839 Epoch 30 Batch 1067/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.925 Epoch 30 Batch 1068/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.920 Epoch 30 Batch 1069/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.922 Epoch 30 Batch 1070/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.925 Epoch 30 Batch 1071/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.938 Epoch 30 Batch 1072/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.865 Epoch 30 Batch 1073/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.890 Epoch 30 Batch 1074/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.914 Epoch 30 Batch 1075/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.924 Epoch 31 Batch 0/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.907 Epoch 31 Batch 1/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.867 Epoch 31 Batch 2/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.230, Loss: 0.894 Epoch 31 Batch 3/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.851 Epoch 31 Batch 4/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.836 Epoch 31 Batch 5/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.883 Epoch 31 Batch 6/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.885 Epoch 31 Batch 7/1077 - Train Accuracy: 0.141, Validation Accuracy: 0.230, Loss: 0.834 Epoch 31 Batch 8/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.881 Epoch 31 Batch 9/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.870 Epoch 31 Batch 10/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.894 Epoch 31 Batch 11/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.869 Epoch 31 Batch 12/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.872 Epoch 31 Batch 13/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.231, Loss: 0.925 Epoch 31 Batch 14/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.865 Epoch 31 Batch 15/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.852 Epoch 31 Batch 16/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.894 Epoch 31 Batch 17/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.846 Epoch 31 Batch 18/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.920 Epoch 31 Batch 19/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.905 Epoch 31 Batch 20/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.935 Epoch 31 Batch 21/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.901 Epoch 31 Batch 22/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.971 Epoch 31 Batch 23/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.896 Epoch 31 Batch 24/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.912 Epoch 31 Batch 25/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.879 Epoch 31 Batch 26/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.875 Epoch 31 Batch 27/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.834 Epoch 31 Batch 28/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.848 Epoch 31 Batch 29/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.883 Epoch 31 Batch 30/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.955 Epoch 31 Batch 31/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.879 Epoch 31 Batch 32/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.844 Epoch 31 Batch 33/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.904 Epoch 31 Batch 34/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.946 Epoch 31 Batch 35/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.933 Epoch 31 Batch 36/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.867 Epoch 31 Batch 37/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.906 Epoch 31 Batch 38/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.230, Loss: 0.905 Epoch 31 Batch 39/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.938 Epoch 31 Batch 40/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.937 Epoch 31 Batch 41/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.917 Epoch 31 Batch 42/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.926 Epoch 31 Batch 43/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.230, Loss: 0.853 Epoch 31 Batch 44/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.866 Epoch 31 Batch 45/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.913 Epoch 31 Batch 46/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.230, Loss: 0.885 Epoch 31 Batch 47/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.869 Epoch 31 Batch 48/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.898 Epoch 31 Batch 49/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.230, Loss: 0.907 Epoch 31 Batch 50/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.841 Epoch 31 Batch 51/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.846 Epoch 31 Batch 52/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.869 Epoch 31 Batch 53/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.230, Loss: 0.942 Epoch 31 Batch 54/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.937 Epoch 31 Batch 55/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.949 Epoch 31 Batch 56/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.230, Loss: 0.901 Epoch 31 Batch 57/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.230, Loss: 0.964 Epoch 31 Batch 58/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.876 Epoch 31 Batch 59/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.935 Epoch 31 Batch 60/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.870 Epoch 31 Batch 61/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.931 Epoch 31 Batch 62/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.839 Epoch 31 Batch 63/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.229, Loss: 0.909 Epoch 31 Batch 64/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.825 Epoch 31 Batch 65/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.926 Epoch 31 Batch 66/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.230, Loss: 0.911 Epoch 31 Batch 67/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.885 Epoch 31 Batch 68/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.906 Epoch 31 Batch 69/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.871 Epoch 31 Batch 70/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.934 Epoch 31 Batch 71/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.869 Epoch 31 Batch 72/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.839 Epoch 31 Batch 73/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.993 Epoch 31 Batch 74/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.876 Epoch 31 Batch 75/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.867 Epoch 31 Batch 76/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.900 Epoch 31 Batch 77/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.917 Epoch 31 Batch 78/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.859 Epoch 31 Batch 79/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.879 Epoch 31 Batch 80/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.890 Epoch 31 Batch 81/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.230, Loss: 0.925 Epoch 31 Batch 82/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.230, Loss: 0.950 Epoch 31 Batch 83/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.840 Epoch 31 Batch 84/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.884 Epoch 31 Batch 85/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.894 Epoch 31 Batch 86/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.860 Epoch 31 Batch 87/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.939 Epoch 31 Batch 88/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.898 Epoch 31 Batch 89/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.901 Epoch 31 Batch 90/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.908 Epoch 31 Batch 91/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.874 Epoch 31 Batch 92/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.898 Epoch 31 Batch 93/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.893 Epoch 31 Batch 94/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.896 Epoch 31 Batch 95/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.835 Epoch 31 Batch 96/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.927 Epoch 31 Batch 97/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.933 Epoch 31 Batch 98/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.919 Epoch 31 Batch 99/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.808 Epoch 31 Batch 100/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.894 Epoch 31 Batch 101/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.851 Epoch 31 Batch 102/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.896 Epoch 31 Batch 103/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.854 Epoch 31 Batch 104/1077 - Train Accuracy: 0.102, Validation Accuracy: 0.230, Loss: 0.885 Epoch 31 Batch 105/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.868 Epoch 31 Batch 106/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.230, Loss: 0.879 Epoch 31 Batch 107/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.931 Epoch 31 Batch 108/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.230, Loss: 0.921 Epoch 31 Batch 109/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.914 Epoch 31 Batch 110/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.230, Loss: 0.896 Epoch 31 Batch 111/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.904 Epoch 31 Batch 112/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.911 Epoch 31 Batch 113/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.894 Epoch 31 Batch 114/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.901 Epoch 31 Batch 115/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.901 Epoch 31 Batch 116/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.934 Epoch 31 Batch 117/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.901 Epoch 31 Batch 118/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.914 Epoch 31 Batch 119/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.934 Epoch 31 Batch 120/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.870 Epoch 31 Batch 121/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.882 Epoch 31 Batch 122/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.884 Epoch 31 Batch 123/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.230, Loss: 0.889 Epoch 31 Batch 124/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.885 Epoch 31 Batch 125/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.894 Epoch 31 Batch 126/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.868 Epoch 31 Batch 127/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.860 Epoch 31 Batch 128/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.923 Epoch 31 Batch 129/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.852 Epoch 31 Batch 130/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.873 Epoch 31 Batch 131/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.859 Epoch 31 Batch 132/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.826 Epoch 31 Batch 133/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.957 Epoch 31 Batch 134/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.960 Epoch 31 Batch 135/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.230, Loss: 0.870 Epoch 31 Batch 136/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.890 Epoch 31 Batch 137/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.879 Epoch 31 Batch 138/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.863 Epoch 31 Batch 139/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.870 Epoch 31 Batch 140/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.876 Epoch 31 Batch 141/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.893 Epoch 31 Batch 142/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.853 Epoch 31 Batch 143/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.852 Epoch 31 Batch 144/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.926 Epoch 31 Batch 145/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.886 Epoch 31 Batch 146/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.933 Epoch 31 Batch 147/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.910 Epoch 31 Batch 148/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.230, Loss: 0.909 Epoch 31 Batch 149/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.888 Epoch 31 Batch 150/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.852 Epoch 31 Batch 151/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.886 Epoch 31 Batch 152/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.955 Epoch 31 Batch 153/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.858 Epoch 31 Batch 154/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.903 Epoch 31 Batch 155/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.845 Epoch 31 Batch 156/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.913 Epoch 31 Batch 157/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.895 Epoch 31 Batch 158/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.898 Epoch 31 Batch 159/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.908 Epoch 31 Batch 160/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.878 Epoch 31 Batch 161/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.913 Epoch 31 Batch 162/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.916 Epoch 31 Batch 163/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.914 Epoch 31 Batch 164/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.867 Epoch 31 Batch 165/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.906 Epoch 31 Batch 166/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.882 Epoch 31 Batch 167/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.918 Epoch 31 Batch 168/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.995 Epoch 31 Batch 169/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.877 Epoch 31 Batch 170/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.984 Epoch 31 Batch 171/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.230, Loss: 0.882 Epoch 31 Batch 172/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.879 Epoch 31 Batch 173/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.900 Epoch 31 Batch 174/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.873 Epoch 31 Batch 175/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.918 Epoch 31 Batch 176/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.886 Epoch 31 Batch 177/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.910 Epoch 31 Batch 178/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.859 Epoch 31 Batch 179/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.230, Loss: 0.914 Epoch 31 Batch 180/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.857 Epoch 31 Batch 181/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.913 Epoch 31 Batch 182/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.856 Epoch 31 Batch 183/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.898 Epoch 31 Batch 184/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.928 Epoch 31 Batch 185/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.940 Epoch 31 Batch 186/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.231, Loss: 0.911 Epoch 31 Batch 187/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.966 Epoch 31 Batch 188/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.889 Epoch 31 Batch 189/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.909 Epoch 31 Batch 190/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.846 Epoch 31 Batch 191/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.230, Loss: 0.915 Epoch 31 Batch 192/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.896 Epoch 31 Batch 193/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.892 Epoch 31 Batch 194/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.897 Epoch 31 Batch 195/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.953 Epoch 31 Batch 196/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.852 Epoch 31 Batch 197/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.859 Epoch 31 Batch 198/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.889 Epoch 31 Batch 199/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.861 Epoch 31 Batch 200/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.897 Epoch 31 Batch 201/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.880 Epoch 31 Batch 202/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.856 Epoch 31 Batch 203/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.858 Epoch 31 Batch 204/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.939 Epoch 31 Batch 205/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.877 Epoch 31 Batch 206/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.908 Epoch 31 Batch 207/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.889 Epoch 31 Batch 208/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.901 Epoch 31 Batch 209/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.941 Epoch 31 Batch 210/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.851 Epoch 31 Batch 211/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.865 Epoch 31 Batch 212/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.868 Epoch 31 Batch 213/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.834 Epoch 31 Batch 214/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.866 Epoch 31 Batch 215/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.891 Epoch 31 Batch 216/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.925 Epoch 31 Batch 217/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.811 Epoch 31 Batch 218/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.883 Epoch 31 Batch 219/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.230, Loss: 0.887 Epoch 31 Batch 220/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.881 Epoch 31 Batch 221/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.894 Epoch 31 Batch 222/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.870 Epoch 31 Batch 223/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.884 Epoch 31 Batch 224/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.910 Epoch 31 Batch 225/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.828 Epoch 31 Batch 226/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.878 Epoch 31 Batch 227/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.939 Epoch 31 Batch 228/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.927 Epoch 31 Batch 229/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.886 Epoch 31 Batch 230/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.840 Epoch 31 Batch 231/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.849 Epoch 31 Batch 232/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.912 Epoch 31 Batch 233/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.890 Epoch 31 Batch 234/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.918 Epoch 31 Batch 235/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.911 Epoch 31 Batch 236/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.839 Epoch 31 Batch 237/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.840 Epoch 31 Batch 238/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.230, Loss: 0.921 Epoch 31 Batch 239/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.919 Epoch 31 Batch 240/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.884 Epoch 31 Batch 241/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.865 Epoch 31 Batch 242/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.904 Epoch 31 Batch 243/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.882 Epoch 31 Batch 244/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.230, Loss: 0.864 Epoch 31 Batch 245/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.903 Epoch 31 Batch 246/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.913 Epoch 31 Batch 247/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.893 Epoch 31 Batch 248/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.935 Epoch 31 Batch 249/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.927 Epoch 31 Batch 250/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.230, Loss: 0.924 Epoch 31 Batch 251/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.936 Epoch 31 Batch 252/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.882 Epoch 31 Batch 253/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.230, Loss: 0.906 Epoch 31 Batch 254/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.927 Epoch 31 Batch 255/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.230, Loss: 0.850 Epoch 31 Batch 256/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.917 Epoch 31 Batch 257/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.880 Epoch 31 Batch 258/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.952 Epoch 31 Batch 259/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.943 Epoch 31 Batch 260/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.862 Epoch 31 Batch 261/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.230, Loss: 0.938 Epoch 31 Batch 262/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.843 Epoch 31 Batch 263/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.230, Loss: 0.857 Epoch 31 Batch 264/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.880 Epoch 31 Batch 265/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.915 Epoch 31 Batch 266/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.871 Epoch 31 Batch 267/1077 - Train Accuracy: 0.222, Validation Accuracy: 0.230, Loss: 0.849 Epoch 31 Batch 268/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.910 Epoch 31 Batch 269/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.886 Epoch 31 Batch 270/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.941 Epoch 31 Batch 271/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.911 Epoch 31 Batch 272/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.991 Epoch 31 Batch 273/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.895 Epoch 31 Batch 274/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.936 Epoch 31 Batch 275/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.869 Epoch 31 Batch 276/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.876 Epoch 31 Batch 277/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.883 Epoch 31 Batch 278/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.945 Epoch 31 Batch 279/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.872 Epoch 31 Batch 280/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.948 Epoch 31 Batch 281/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.949 Epoch 31 Batch 282/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.891 Epoch 31 Batch 283/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.932 Epoch 31 Batch 284/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.868 Epoch 31 Batch 285/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.895 Epoch 31 Batch 286/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.938 Epoch 31 Batch 287/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.844 Epoch 31 Batch 288/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.838 Epoch 31 Batch 289/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.890 Epoch 31 Batch 290/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.942 Epoch 31 Batch 291/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.994 Epoch 31 Batch 292/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.910 Epoch 31 Batch 293/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.896 Epoch 31 Batch 294/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.230, Loss: 0.876 Epoch 31 Batch 295/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.917 Epoch 31 Batch 296/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.890 Epoch 31 Batch 297/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.890 Epoch 31 Batch 298/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.851 Epoch 31 Batch 299/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.897 Epoch 31 Batch 300/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.805 Epoch 31 Batch 301/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.908 Epoch 31 Batch 302/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.895 Epoch 31 Batch 303/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.230, Loss: 0.857 Epoch 31 Batch 304/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.892 Epoch 31 Batch 305/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.916 Epoch 31 Batch 306/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.930 Epoch 31 Batch 307/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.875 Epoch 31 Batch 308/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.960 Epoch 31 Batch 309/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.867 Epoch 31 Batch 310/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.934 Epoch 31 Batch 311/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.230, Loss: 0.941 Epoch 31 Batch 312/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.903 Epoch 31 Batch 313/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.887 Epoch 31 Batch 314/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.914 Epoch 31 Batch 315/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.924 Epoch 31 Batch 316/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.954 Epoch 31 Batch 317/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.872 Epoch 31 Batch 318/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.875 Epoch 31 Batch 319/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.892 Epoch 31 Batch 320/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.918 Epoch 31 Batch 321/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.890 Epoch 31 Batch 322/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.231, Loss: 0.883 Epoch 31 Batch 323/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.909 Epoch 31 Batch 324/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.887 Epoch 31 Batch 325/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.874 Epoch 31 Batch 326/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.919 Epoch 31 Batch 327/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.943 Epoch 31 Batch 328/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.866 Epoch 31 Batch 329/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.858 Epoch 31 Batch 330/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.858 Epoch 31 Batch 331/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.907 Epoch 31 Batch 332/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.828 Epoch 31 Batch 333/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.919 Epoch 31 Batch 334/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.861 Epoch 31 Batch 335/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.913 Epoch 31 Batch 336/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.974 Epoch 31 Batch 337/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.923 Epoch 31 Batch 338/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.911 Epoch 31 Batch 339/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.938 Epoch 31 Batch 340/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.850 Epoch 31 Batch 341/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.945 Epoch 31 Batch 342/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.231, Loss: 0.914 Epoch 31 Batch 343/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.931 Epoch 31 Batch 344/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.836 Epoch 31 Batch 345/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.874 Epoch 31 Batch 346/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.908 Epoch 31 Batch 347/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.932 Epoch 31 Batch 348/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.848 Epoch 31 Batch 349/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.894 Epoch 31 Batch 350/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.918 Epoch 31 Batch 351/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.943 Epoch 31 Batch 352/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.897 Epoch 31 Batch 353/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.932 Epoch 31 Batch 354/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.868 Epoch 31 Batch 355/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.889 Epoch 31 Batch 356/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.907 Epoch 31 Batch 357/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.905 Epoch 31 Batch 358/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.924 Epoch 31 Batch 359/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.939 Epoch 31 Batch 360/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.831 Epoch 31 Batch 361/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.903 Epoch 31 Batch 362/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.898 Epoch 31 Batch 363/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.957 Epoch 31 Batch 364/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.954 Epoch 31 Batch 365/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.846 Epoch 31 Batch 366/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.885 Epoch 31 Batch 367/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.869 Epoch 31 Batch 368/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.939 Epoch 31 Batch 369/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.824 Epoch 31 Batch 370/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.871 Epoch 31 Batch 371/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.879 Epoch 31 Batch 372/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.870 Epoch 31 Batch 373/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.828 Epoch 31 Batch 374/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.903 Epoch 31 Batch 375/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.231, Loss: 0.935 Epoch 31 Batch 376/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.231, Loss: 0.927 Epoch 31 Batch 377/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.931 Epoch 31 Batch 378/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.870 Epoch 31 Batch 379/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.882 Epoch 31 Batch 380/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.870 Epoch 31 Batch 381/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.910 Epoch 31 Batch 382/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.885 Epoch 31 Batch 383/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.862 Epoch 31 Batch 384/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.908 Epoch 31 Batch 385/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.865 Epoch 31 Batch 386/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.873 Epoch 31 Batch 387/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.858 Epoch 31 Batch 388/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.231, Loss: 0.914 Epoch 31 Batch 389/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.855 Epoch 31 Batch 390/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.930 Epoch 31 Batch 391/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.231, Loss: 0.910 Epoch 31 Batch 392/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.878 Epoch 31 Batch 393/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.858 Epoch 31 Batch 394/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.837 Epoch 31 Batch 395/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.869 Epoch 31 Batch 396/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.909 Epoch 31 Batch 397/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.938 Epoch 31 Batch 398/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.872 Epoch 31 Batch 399/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.921 Epoch 31 Batch 400/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.959 Epoch 31 Batch 401/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.911 Epoch 31 Batch 402/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.933 Epoch 31 Batch 403/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.891 Epoch 31 Batch 404/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.960 Epoch 31 Batch 405/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.930 Epoch 31 Batch 406/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.230, Loss: 0.876 Epoch 31 Batch 407/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.917 Epoch 31 Batch 408/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.882 Epoch 31 Batch 409/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.892 Epoch 31 Batch 410/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.230, Loss: 0.935 Epoch 31 Batch 411/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.954 Epoch 31 Batch 412/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.929 Epoch 31 Batch 413/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.856 Epoch 31 Batch 414/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.887 Epoch 31 Batch 415/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.954 Epoch 31 Batch 416/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.852 Epoch 31 Batch 417/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.894 Epoch 31 Batch 418/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.896 Epoch 31 Batch 419/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.905 Epoch 31 Batch 420/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.807 Epoch 31 Batch 421/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.924 Epoch 31 Batch 422/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.900 Epoch 31 Batch 423/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.855 Epoch 31 Batch 424/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.966 Epoch 31 Batch 425/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.863 Epoch 31 Batch 426/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.883 Epoch 31 Batch 427/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.874 Epoch 31 Batch 428/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.230, Loss: 0.870 Epoch 31 Batch 429/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.879 Epoch 31 Batch 430/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.920 Epoch 31 Batch 431/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.912 Epoch 31 Batch 432/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.871 Epoch 31 Batch 433/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.853 Epoch 31 Batch 434/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.907 Epoch 31 Batch 435/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.886 Epoch 31 Batch 436/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.910 Epoch 31 Batch 437/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.835 Epoch 31 Batch 438/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.901 Epoch 31 Batch 439/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.931 Epoch 31 Batch 440/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.904 Epoch 31 Batch 441/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.851 Epoch 31 Batch 442/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.885 Epoch 31 Batch 443/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.230, Loss: 0.841 Epoch 31 Batch 444/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.948 Epoch 31 Batch 445/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.894 Epoch 31 Batch 446/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.889 Epoch 31 Batch 447/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.896 Epoch 31 Batch 448/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.924 Epoch 31 Batch 449/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.853 Epoch 31 Batch 450/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.869 Epoch 31 Batch 451/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.901 Epoch 31 Batch 452/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.887 Epoch 31 Batch 453/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.879 Epoch 31 Batch 454/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.925 Epoch 31 Batch 455/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.230, Loss: 0.863 Epoch 31 Batch 456/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.230, Loss: 0.897 Epoch 31 Batch 457/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.924 Epoch 31 Batch 458/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.230, Loss: 0.859 Epoch 31 Batch 459/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.981 Epoch 31 Batch 460/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.864 Epoch 31 Batch 461/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.840 Epoch 31 Batch 462/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.910 Epoch 31 Batch 463/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.907 Epoch 31 Batch 464/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.230, Loss: 0.898 Epoch 31 Batch 465/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.894 Epoch 31 Batch 466/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.886 Epoch 31 Batch 467/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.880 Epoch 31 Batch 468/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.894 Epoch 31 Batch 469/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.880 Epoch 31 Batch 470/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.848 Epoch 31 Batch 471/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.947 Epoch 31 Batch 472/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.948 Epoch 31 Batch 473/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.910 Epoch 31 Batch 474/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.910 Epoch 31 Batch 475/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.893 Epoch 31 Batch 476/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.230, Loss: 0.922 Epoch 31 Batch 477/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.230, Loss: 0.885 Epoch 31 Batch 478/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.905 Epoch 31 Batch 479/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.938 Epoch 31 Batch 480/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.868 Epoch 31 Batch 481/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.897 Epoch 31 Batch 482/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.879 Epoch 31 Batch 483/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.902 Epoch 31 Batch 484/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.882 Epoch 31 Batch 485/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.904 Epoch 31 Batch 486/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.845 Epoch 31 Batch 487/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.865 Epoch 31 Batch 488/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.895 Epoch 31 Batch 489/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.862 Epoch 31 Batch 490/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.907 Epoch 31 Batch 491/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.851 Epoch 31 Batch 492/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.808 Epoch 31 Batch 493/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.850 Epoch 31 Batch 494/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.956 Epoch 31 Batch 495/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.895 Epoch 31 Batch 496/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.918 Epoch 31 Batch 497/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.862 Epoch 31 Batch 498/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.860 Epoch 31 Batch 499/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.878 Epoch 31 Batch 500/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.863 Epoch 31 Batch 501/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.906 Epoch 31 Batch 502/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.954 Epoch 31 Batch 503/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.853 Epoch 31 Batch 504/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.872 Epoch 31 Batch 505/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.859 Epoch 31 Batch 506/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.930 Epoch 31 Batch 507/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.230, Loss: 0.907 Epoch 31 Batch 508/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.868 Epoch 31 Batch 509/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.864 Epoch 31 Batch 510/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.862 Epoch 31 Batch 511/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.899 Epoch 31 Batch 512/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.907 Epoch 31 Batch 513/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.892 Epoch 31 Batch 514/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.891 Epoch 31 Batch 515/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.889 Epoch 31 Batch 516/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.911 Epoch 31 Batch 517/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.842 Epoch 31 Batch 518/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.901 Epoch 31 Batch 519/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.852 Epoch 31 Batch 520/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.877 Epoch 31 Batch 521/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.901 Epoch 31 Batch 522/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.849 Epoch 31 Batch 523/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.856 Epoch 31 Batch 524/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.959 Epoch 31 Batch 525/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.897 Epoch 31 Batch 526/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.843 Epoch 31 Batch 527/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.913 Epoch 31 Batch 528/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.899 Epoch 31 Batch 529/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.894 Epoch 31 Batch 530/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.859 Epoch 31 Batch 531/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.876 Epoch 31 Batch 532/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.897 Epoch 31 Batch 533/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.939 Epoch 31 Batch 534/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.905 Epoch 31 Batch 535/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.914 Epoch 31 Batch 536/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.893 Epoch 31 Batch 537/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.896 Epoch 31 Batch 538/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.927 Epoch 31 Batch 539/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.918 Epoch 31 Batch 540/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.852 Epoch 31 Batch 541/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.917 Epoch 31 Batch 542/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.884 Epoch 31 Batch 543/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.894 Epoch 31 Batch 544/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.906 Epoch 31 Batch 545/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.918 Epoch 31 Batch 546/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.899 Epoch 31 Batch 547/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.913 Epoch 31 Batch 548/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.892 Epoch 31 Batch 549/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.853 Epoch 31 Batch 550/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.949 Epoch 31 Batch 551/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.850 Epoch 31 Batch 552/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.903 Epoch 31 Batch 553/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.959 Epoch 31 Batch 554/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.912 Epoch 31 Batch 555/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.845 Epoch 31 Batch 556/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.887 Epoch 31 Batch 557/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.903 Epoch 31 Batch 558/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.894 Epoch 31 Batch 559/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.879 Epoch 31 Batch 560/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.843 Epoch 31 Batch 561/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.931 Epoch 31 Batch 562/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.898 Epoch 31 Batch 563/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.882 Epoch 31 Batch 564/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.896 Epoch 31 Batch 565/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.851 Epoch 31 Batch 566/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.953 Epoch 31 Batch 567/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.912 Epoch 31 Batch 568/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.927 Epoch 31 Batch 569/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.867 Epoch 31 Batch 570/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.946 Epoch 31 Batch 571/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.918 Epoch 31 Batch 572/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.942 Epoch 31 Batch 573/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.912 Epoch 31 Batch 574/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.886 Epoch 31 Batch 575/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.886 Epoch 31 Batch 576/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.931 Epoch 31 Batch 577/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.947 Epoch 31 Batch 578/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.925 Epoch 31 Batch 579/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.880 Epoch 31 Batch 580/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.907 Epoch 31 Batch 581/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.850 Epoch 31 Batch 582/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.886 Epoch 31 Batch 583/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.872 Epoch 31 Batch 584/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.850 Epoch 31 Batch 585/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.973 Epoch 31 Batch 586/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.856 Epoch 31 Batch 587/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.827 Epoch 31 Batch 588/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.901 Epoch 31 Batch 589/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.889 Epoch 31 Batch 590/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.885 Epoch 31 Batch 591/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.230, Loss: 0.902 Epoch 31 Batch 592/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.891 Epoch 31 Batch 593/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.926 Epoch 31 Batch 594/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.849 Epoch 31 Batch 595/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.919 Epoch 31 Batch 596/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.894 Epoch 31 Batch 597/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.230, Loss: 0.864 Epoch 31 Batch 598/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.859 Epoch 31 Batch 599/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.885 Epoch 31 Batch 600/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.873 Epoch 31 Batch 601/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.893 Epoch 31 Batch 602/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.856 Epoch 31 Batch 603/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.866 Epoch 31 Batch 604/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.912 Epoch 31 Batch 605/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.896 Epoch 31 Batch 606/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.812 Epoch 31 Batch 607/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.230, Loss: 0.913 Epoch 31 Batch 608/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.950 Epoch 31 Batch 609/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.825 Epoch 31 Batch 610/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.912 Epoch 31 Batch 611/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.885 Epoch 31 Batch 612/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.880 Epoch 31 Batch 613/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.878 Epoch 31 Batch 614/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.929 Epoch 31 Batch 615/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.907 Epoch 31 Batch 616/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.875 Epoch 31 Batch 617/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.935 Epoch 31 Batch 618/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.887 Epoch 31 Batch 619/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.230, Loss: 0.855 Epoch 31 Batch 620/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.907 Epoch 31 Batch 621/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.863 Epoch 31 Batch 622/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.997 Epoch 31 Batch 623/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.891 Epoch 31 Batch 624/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.870 Epoch 31 Batch 625/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.873 Epoch 31 Batch 626/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.230, Loss: 0.904 Epoch 31 Batch 627/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.858 Epoch 31 Batch 628/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.885 Epoch 31 Batch 629/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.948 Epoch 31 Batch 630/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.915 Epoch 31 Batch 631/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.913 Epoch 31 Batch 632/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.885 Epoch 31 Batch 633/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.907 Epoch 31 Batch 634/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.917 Epoch 31 Batch 635/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.230, Loss: 0.918 Epoch 31 Batch 636/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.854 Epoch 31 Batch 637/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.892 Epoch 31 Batch 638/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.955 Epoch 31 Batch 639/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.904 Epoch 31 Batch 640/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.849 Epoch 31 Batch 641/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.895 Epoch 31 Batch 642/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.883 Epoch 31 Batch 643/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.893 Epoch 31 Batch 644/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.890 Epoch 31 Batch 645/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.891 Epoch 31 Batch 646/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.881 Epoch 31 Batch 647/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.958 Epoch 31 Batch 648/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.912 Epoch 31 Batch 649/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.874 Epoch 31 Batch 650/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.913 Epoch 31 Batch 651/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.915 Epoch 31 Batch 652/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.876 Epoch 31 Batch 653/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.876 Epoch 31 Batch 654/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.881 Epoch 31 Batch 655/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.889 Epoch 31 Batch 656/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.921 Epoch 31 Batch 657/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.924 Epoch 31 Batch 658/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.900 Epoch 31 Batch 659/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.854 Epoch 31 Batch 660/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.886 Epoch 31 Batch 661/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.867 Epoch 31 Batch 662/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.887 Epoch 31 Batch 663/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.892 Epoch 31 Batch 664/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.866 Epoch 31 Batch 665/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.873 Epoch 31 Batch 666/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.874 Epoch 31 Batch 667/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.839 Epoch 31 Batch 668/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.912 Epoch 31 Batch 669/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.932 Epoch 31 Batch 670/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.230, Loss: 0.919 Epoch 31 Batch 671/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.833 Epoch 31 Batch 672/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.963 Epoch 31 Batch 673/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.836 Epoch 31 Batch 674/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.918 Epoch 31 Batch 675/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.857 Epoch 31 Batch 676/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.832 Epoch 31 Batch 677/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.971 Epoch 31 Batch 678/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.904 Epoch 31 Batch 679/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.848 Epoch 31 Batch 680/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.922 Epoch 31 Batch 681/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.908 Epoch 31 Batch 682/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.230, Loss: 0.950 Epoch 31 Batch 683/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.871 Epoch 31 Batch 684/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.925 Epoch 31 Batch 685/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.913 Epoch 31 Batch 686/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.880 Epoch 31 Batch 687/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.882 Epoch 31 Batch 688/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.922 Epoch 31 Batch 689/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.951 Epoch 31 Batch 690/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.839 Epoch 31 Batch 691/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.920 Epoch 31 Batch 692/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.904 Epoch 31 Batch 693/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.940 Epoch 31 Batch 694/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.932 Epoch 31 Batch 695/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.896 Epoch 31 Batch 696/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.886 Epoch 31 Batch 697/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.885 Epoch 31 Batch 698/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.843 Epoch 31 Batch 699/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.230, Loss: 0.917 Epoch 31 Batch 700/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.898 Epoch 31 Batch 701/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.908 Epoch 31 Batch 702/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.963 Epoch 31 Batch 703/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.901 Epoch 31 Batch 704/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.825 Epoch 31 Batch 705/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.965 Epoch 31 Batch 706/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.954 Epoch 31 Batch 707/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.879 Epoch 31 Batch 708/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.892 Epoch 31 Batch 709/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.923 Epoch 31 Batch 710/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.882 Epoch 31 Batch 711/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.897 Epoch 31 Batch 712/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.858 Epoch 31 Batch 713/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.230, Loss: 0.891 Epoch 31 Batch 714/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.230, Loss: 0.934 Epoch 31 Batch 715/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.896 Epoch 31 Batch 716/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.878 Epoch 31 Batch 717/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.873 Epoch 31 Batch 718/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.886 Epoch 31 Batch 719/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.893 Epoch 31 Batch 720/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.859 Epoch 31 Batch 721/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.862 Epoch 31 Batch 722/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.940 Epoch 31 Batch 723/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.951 Epoch 31 Batch 724/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.895 Epoch 31 Batch 725/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.231, Loss: 0.924 Epoch 31 Batch 726/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.833 Epoch 31 Batch 727/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.898 Epoch 31 Batch 728/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.875 Epoch 31 Batch 729/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.907 Epoch 31 Batch 730/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.864 Epoch 31 Batch 731/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.231, Loss: 0.914 Epoch 31 Batch 732/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.814 Epoch 31 Batch 733/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.888 Epoch 31 Batch 734/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.231, Loss: 0.903 Epoch 31 Batch 735/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.868 Epoch 31 Batch 736/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.885 Epoch 31 Batch 737/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.929 Epoch 31 Batch 738/1077 - Train Accuracy: 0.285, Validation Accuracy: 0.230, Loss: 0.879 Epoch 31 Batch 739/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.873 Epoch 31 Batch 740/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.914 Epoch 31 Batch 741/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.896 Epoch 31 Batch 742/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.912 Epoch 31 Batch 743/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.909 Epoch 31 Batch 744/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.910 Epoch 31 Batch 745/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.921 Epoch 31 Batch 746/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.940 Epoch 31 Batch 747/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.929 Epoch 31 Batch 748/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.901 Epoch 31 Batch 749/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.810 Epoch 31 Batch 750/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.905 Epoch 31 Batch 751/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.886 Epoch 31 Batch 752/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.229, Loss: 0.899 Epoch 31 Batch 753/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.887 Epoch 31 Batch 754/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.880 Epoch 31 Batch 755/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.932 Epoch 31 Batch 756/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.912 Epoch 31 Batch 757/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.865 Epoch 31 Batch 758/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.915 Epoch 31 Batch 759/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.872 Epoch 31 Batch 760/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.864 Epoch 31 Batch 761/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.867 Epoch 31 Batch 762/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.867 Epoch 31 Batch 763/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.870 Epoch 31 Batch 764/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.891 Epoch 31 Batch 765/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.904 Epoch 31 Batch 766/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.901 Epoch 31 Batch 767/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.903 Epoch 31 Batch 768/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.839 Epoch 31 Batch 769/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.902 Epoch 31 Batch 770/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.854 Epoch 31 Batch 771/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.901 Epoch 31 Batch 772/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.922 Epoch 31 Batch 773/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.883 Epoch 31 Batch 774/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.908 Epoch 31 Batch 775/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.870 Epoch 31 Batch 776/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.898 Epoch 31 Batch 777/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.991 Epoch 31 Batch 778/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.886 Epoch 31 Batch 779/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.885 Epoch 31 Batch 780/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.886 Epoch 31 Batch 781/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.832 Epoch 31 Batch 782/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.854 Epoch 31 Batch 783/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.926 Epoch 31 Batch 784/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.931 Epoch 31 Batch 785/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.906 Epoch 31 Batch 786/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.895 Epoch 31 Batch 787/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.842 Epoch 31 Batch 788/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.866 Epoch 31 Batch 789/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.894 Epoch 31 Batch 790/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.923 Epoch 31 Batch 791/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.928 Epoch 31 Batch 792/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.942 Epoch 31 Batch 793/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.923 Epoch 31 Batch 794/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.916 Epoch 31 Batch 795/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.878 Epoch 31 Batch 796/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.868 Epoch 31 Batch 797/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.948 Epoch 31 Batch 798/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 0.892 Epoch 31 Batch 799/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 0.879 Epoch 31 Batch 800/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.918 Epoch 31 Batch 801/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.874 Epoch 31 Batch 802/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.896 Epoch 31 Batch 803/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.870 Epoch 31 Batch 804/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.888 Epoch 31 Batch 805/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.878 Epoch 31 Batch 806/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.855 Epoch 31 Batch 807/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.844 Epoch 31 Batch 808/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.936 Epoch 31 Batch 809/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.825 Epoch 31 Batch 810/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.900 Epoch 31 Batch 811/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.904 Epoch 31 Batch 812/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.882 Epoch 31 Batch 813/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.904 Epoch 31 Batch 814/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.817 Epoch 31 Batch 815/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.854 Epoch 31 Batch 816/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.895 Epoch 31 Batch 817/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.887 Epoch 31 Batch 818/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.944 Epoch 31 Batch 819/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.925 Epoch 31 Batch 820/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.940 Epoch 31 Batch 821/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.895 Epoch 31 Batch 822/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.835 Epoch 31 Batch 823/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.912 Epoch 31 Batch 824/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.903 Epoch 31 Batch 825/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.891 Epoch 31 Batch 826/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.885 Epoch 31 Batch 827/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.849 Epoch 31 Batch 828/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.834 Epoch 31 Batch 829/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.229, Loss: 0.920 Epoch 31 Batch 830/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.927 Epoch 31 Batch 831/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.229, Loss: 0.927 Epoch 31 Batch 832/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.229, Loss: 0.914 Epoch 31 Batch 833/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.229, Loss: 0.860 Epoch 31 Batch 834/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.229, Loss: 0.872 Epoch 31 Batch 835/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.878 Epoch 31 Batch 836/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.873 Epoch 31 Batch 837/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.870 Epoch 31 Batch 838/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.920 Epoch 31 Batch 839/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.926 Epoch 31 Batch 840/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.889 Epoch 31 Batch 841/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.874 Epoch 31 Batch 842/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.911 Epoch 31 Batch 843/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.914 Epoch 31 Batch 844/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.936 Epoch 31 Batch 845/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.885 Epoch 31 Batch 846/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.916 Epoch 31 Batch 847/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.894 Epoch 31 Batch 848/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.856 Epoch 31 Batch 849/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.813 Epoch 31 Batch 850/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.899 Epoch 31 Batch 851/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.867 Epoch 31 Batch 852/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.230, Loss: 0.901 Epoch 31 Batch 853/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.859 Epoch 31 Batch 854/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.872 Epoch 31 Batch 855/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.902 Epoch 31 Batch 856/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.938 Epoch 31 Batch 857/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.879 Epoch 31 Batch 858/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.883 Epoch 31 Batch 859/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.906 Epoch 31 Batch 860/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.925 Epoch 31 Batch 861/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.924 Epoch 31 Batch 862/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.841 Epoch 31 Batch 863/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.878 Epoch 31 Batch 864/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.893 Epoch 31 Batch 865/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.232, Loss: 0.953 Epoch 31 Batch 866/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.975 Epoch 31 Batch 867/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.948 Epoch 31 Batch 868/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.890 Epoch 31 Batch 869/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.930 Epoch 31 Batch 870/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.913 Epoch 31 Batch 871/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.948 Epoch 31 Batch 872/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.868 Epoch 31 Batch 873/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.838 Epoch 31 Batch 874/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.882 Epoch 31 Batch 875/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.820 Epoch 31 Batch 876/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.903 Epoch 31 Batch 877/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.919 Epoch 31 Batch 878/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.918 Epoch 31 Batch 879/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.846 Epoch 31 Batch 880/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.903 Epoch 31 Batch 881/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.942 Epoch 31 Batch 882/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.864 Epoch 31 Batch 883/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.873 Epoch 31 Batch 884/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.892 Epoch 31 Batch 885/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.230, Loss: 0.883 Epoch 31 Batch 886/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.879 Epoch 31 Batch 887/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.907 Epoch 31 Batch 888/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.957 Epoch 31 Batch 889/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.922 Epoch 31 Batch 890/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.230, Loss: 0.882 Epoch 31 Batch 891/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.969 Epoch 31 Batch 892/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.888 Epoch 31 Batch 893/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.875 Epoch 31 Batch 894/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.933 Epoch 31 Batch 895/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.905 Epoch 31 Batch 896/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.901 Epoch 31 Batch 897/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.920 Epoch 31 Batch 898/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.880 Epoch 31 Batch 899/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.914 Epoch 31 Batch 900/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.933 Epoch 31 Batch 901/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.879 Epoch 31 Batch 902/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.947 Epoch 31 Batch 903/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.992 Epoch 31 Batch 904/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.883 Epoch 31 Batch 905/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.946 Epoch 31 Batch 906/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.885 Epoch 31 Batch 907/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.883 Epoch 31 Batch 908/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.928 Epoch 31 Batch 909/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.879 Epoch 31 Batch 910/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.863 Epoch 31 Batch 911/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.230, Loss: 0.871 Epoch 31 Batch 912/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.942 Epoch 31 Batch 913/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.904 Epoch 31 Batch 914/1077 - Train Accuracy: 0.297, Validation Accuracy: 0.230, Loss: 0.895 Epoch 31 Batch 915/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.940 Epoch 31 Batch 916/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.860 Epoch 31 Batch 917/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.873 Epoch 31 Batch 918/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.869 Epoch 31 Batch 919/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.230, Loss: 0.874 Epoch 31 Batch 920/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.916 Epoch 31 Batch 921/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.874 Epoch 31 Batch 922/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.911 Epoch 31 Batch 923/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.230, Loss: 0.900 Epoch 31 Batch 924/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.230, Loss: 0.920 Epoch 31 Batch 925/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.898 Epoch 31 Batch 926/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.869 Epoch 31 Batch 927/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.878 Epoch 31 Batch 928/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.891 Epoch 31 Batch 929/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.902 Epoch 31 Batch 930/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.869 Epoch 31 Batch 931/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.952 Epoch 31 Batch 932/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.887 Epoch 31 Batch 933/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 1.012 Epoch 31 Batch 934/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.916 Epoch 31 Batch 935/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.923 Epoch 31 Batch 936/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.874 Epoch 31 Batch 937/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.230, Loss: 0.921 Epoch 31 Batch 938/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.905 Epoch 31 Batch 939/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.868 Epoch 31 Batch 940/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.935 Epoch 31 Batch 941/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.899 Epoch 31 Batch 942/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.908 Epoch 31 Batch 943/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.902 Epoch 31 Batch 944/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.905 Epoch 31 Batch 945/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.854 Epoch 31 Batch 946/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.876 Epoch 31 Batch 947/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.908 Epoch 31 Batch 948/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.842 Epoch 31 Batch 949/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.846 Epoch 31 Batch 950/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.876 Epoch 31 Batch 951/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.871 Epoch 31 Batch 952/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.874 Epoch 31 Batch 953/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.896 Epoch 31 Batch 954/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.913 Epoch 31 Batch 955/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.912 Epoch 31 Batch 956/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.886 Epoch 31 Batch 957/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.848 Epoch 31 Batch 958/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.900 Epoch 31 Batch 959/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.910 Epoch 31 Batch 960/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.909 Epoch 31 Batch 961/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.878 Epoch 31 Batch 962/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.869 Epoch 31 Batch 963/1077 - Train Accuracy: 0.070, Validation Accuracy: 0.231, Loss: 0.867 Epoch 31 Batch 964/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.879 Epoch 31 Batch 965/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.231, Loss: 0.894 Epoch 31 Batch 966/1077 - Train Accuracy: 0.263, Validation Accuracy: 0.231, Loss: 0.847 Epoch 31 Batch 967/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.871 Epoch 31 Batch 968/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.901 Epoch 31 Batch 969/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.861 Epoch 31 Batch 970/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.901 Epoch 31 Batch 971/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.956 Epoch 31 Batch 972/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.862 Epoch 31 Batch 973/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.822 Epoch 31 Batch 974/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.888 Epoch 31 Batch 975/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.932 Epoch 31 Batch 976/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.895 Epoch 31 Batch 977/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.951 Epoch 31 Batch 978/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.874 Epoch 31 Batch 979/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.230, Loss: 0.915 Epoch 31 Batch 980/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.908 Epoch 31 Batch 981/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.858 Epoch 31 Batch 982/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.896 Epoch 31 Batch 983/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.943 Epoch 31 Batch 984/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.903 Epoch 31 Batch 985/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.869 Epoch 31 Batch 986/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.881 Epoch 31 Batch 987/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.855 Epoch 31 Batch 988/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.230, Loss: 0.931 Epoch 31 Batch 989/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.877 Epoch 31 Batch 990/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.917 Epoch 31 Batch 991/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.230, Loss: 0.893 Epoch 31 Batch 992/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.904 Epoch 31 Batch 993/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.925 Epoch 31 Batch 994/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.863 Epoch 31 Batch 995/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.940 Epoch 31 Batch 996/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.832 Epoch 31 Batch 997/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.907 Epoch 31 Batch 998/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.936 Epoch 31 Batch 999/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.884 Epoch 31 Batch 1000/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.901 Epoch 31 Batch 1001/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.230, Loss: 0.949 Epoch 31 Batch 1002/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.230, Loss: 0.962 Epoch 31 Batch 1003/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.853 Epoch 31 Batch 1004/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.881 Epoch 31 Batch 1005/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.850 Epoch 31 Batch 1006/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.880 Epoch 31 Batch 1007/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.899 Epoch 31 Batch 1008/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.945 Epoch 31 Batch 1009/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.947 Epoch 31 Batch 1010/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.959 Epoch 31 Batch 1011/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.905 Epoch 31 Batch 1012/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.896 Epoch 31 Batch 1013/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.872 Epoch 31 Batch 1014/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.931 Epoch 31 Batch 1015/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.921 Epoch 31 Batch 1016/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.857 Epoch 31 Batch 1017/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.230, Loss: 0.870 Epoch 31 Batch 1018/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.885 Epoch 31 Batch 1019/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.955 Epoch 31 Batch 1020/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.894 Epoch 31 Batch 1021/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.894 Epoch 31 Batch 1022/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.865 Epoch 31 Batch 1023/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.230, Loss: 0.901 Epoch 31 Batch 1024/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.875 Epoch 31 Batch 1025/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.870 Epoch 31 Batch 1026/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.887 Epoch 31 Batch 1027/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.890 Epoch 31 Batch 1028/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.230, Loss: 0.873 Epoch 31 Batch 1029/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.918 Epoch 31 Batch 1030/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.886 Epoch 31 Batch 1031/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.856 Epoch 31 Batch 1032/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.931 Epoch 31 Batch 1033/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.858 Epoch 31 Batch 1034/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.835 Epoch 31 Batch 1035/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.916 Epoch 31 Batch 1036/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.906 Epoch 31 Batch 1037/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.230, Loss: 0.885 Epoch 31 Batch 1038/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.903 Epoch 31 Batch 1039/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.847 Epoch 31 Batch 1040/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.906 Epoch 31 Batch 1041/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.895 Epoch 31 Batch 1042/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.862 Epoch 31 Batch 1043/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.230, Loss: 0.910 Epoch 31 Batch 1044/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.894 Epoch 31 Batch 1045/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.932 Epoch 31 Batch 1046/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.897 Epoch 31 Batch 1047/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.852 Epoch 31 Batch 1048/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.888 Epoch 31 Batch 1049/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.868 Epoch 31 Batch 1050/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.926 Epoch 31 Batch 1051/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.892 Epoch 31 Batch 1052/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.918 Epoch 31 Batch 1053/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.933 Epoch 31 Batch 1054/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.935 Epoch 31 Batch 1055/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.964 Epoch 31 Batch 1056/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.878 Epoch 31 Batch 1057/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.902 Epoch 31 Batch 1058/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.890 Epoch 31 Batch 1059/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.906 Epoch 31 Batch 1060/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.884 Epoch 31 Batch 1061/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.888 Epoch 31 Batch 1062/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.888 Epoch 31 Batch 1063/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.899 Epoch 31 Batch 1064/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.857 Epoch 31 Batch 1065/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.946 Epoch 31 Batch 1066/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.887 Epoch 31 Batch 1067/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.863 Epoch 31 Batch 1068/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.906 Epoch 31 Batch 1069/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.941 Epoch 31 Batch 1070/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.925 Epoch 31 Batch 1071/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.952 Epoch 31 Batch 1072/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.912 Epoch 31 Batch 1073/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.858 Epoch 31 Batch 1074/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.930 Epoch 31 Batch 1075/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.885 Epoch 32 Batch 0/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.872 Epoch 32 Batch 1/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.900 Epoch 32 Batch 2/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.230, Loss: 0.908 Epoch 32 Batch 3/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.963 Epoch 32 Batch 4/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.909 Epoch 32 Batch 5/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.927 Epoch 32 Batch 6/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.904 Epoch 32 Batch 7/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.230, Loss: 0.909 Epoch 32 Batch 8/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.947 Epoch 32 Batch 9/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.876 Epoch 32 Batch 10/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.878 Epoch 32 Batch 11/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.891 Epoch 32 Batch 12/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.905 Epoch 32 Batch 13/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.230, Loss: 0.917 Epoch 32 Batch 14/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.899 Epoch 32 Batch 15/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.845 Epoch 32 Batch 16/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.855 Epoch 32 Batch 17/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.870 Epoch 32 Batch 18/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.890 Epoch 32 Batch 19/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.230, Loss: 0.867 Epoch 32 Batch 20/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.877 Epoch 32 Batch 21/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.920 Epoch 32 Batch 22/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.877 Epoch 32 Batch 23/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.843 Epoch 32 Batch 24/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.918 Epoch 32 Batch 25/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.852 Epoch 32 Batch 26/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.914 Epoch 32 Batch 27/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.829 Epoch 32 Batch 28/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.918 Epoch 32 Batch 29/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.933 Epoch 32 Batch 30/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.866 Epoch 32 Batch 31/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.883 Epoch 32 Batch 32/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.869 Epoch 32 Batch 33/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.839 Epoch 32 Batch 34/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.982 Epoch 32 Batch 35/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.864 Epoch 32 Batch 36/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.920 Epoch 32 Batch 37/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.906 Epoch 32 Batch 38/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.921 Epoch 32 Batch 39/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.904 Epoch 32 Batch 40/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.862 Epoch 32 Batch 41/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.846 Epoch 32 Batch 42/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.949 Epoch 32 Batch 43/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.230, Loss: 0.890 Epoch 32 Batch 44/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.862 Epoch 32 Batch 45/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.890 Epoch 32 Batch 46/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.230, Loss: 0.910 Epoch 32 Batch 47/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.887 Epoch 32 Batch 48/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.883 Epoch 32 Batch 49/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.929 Epoch 32 Batch 50/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.944 Epoch 32 Batch 51/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.864 Epoch 32 Batch 52/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.930 Epoch 32 Batch 53/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.231, Loss: 0.910 Epoch 32 Batch 54/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.881 Epoch 32 Batch 55/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.904 Epoch 32 Batch 56/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.838 Epoch 32 Batch 57/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.231, Loss: 0.841 Epoch 32 Batch 58/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.898 Epoch 32 Batch 59/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.880 Epoch 32 Batch 60/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.894 Epoch 32 Batch 61/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.881 Epoch 32 Batch 62/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.877 Epoch 32 Batch 63/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.857 Epoch 32 Batch 64/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.870 Epoch 32 Batch 65/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.911 Epoch 32 Batch 66/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.230, Loss: 0.920 Epoch 32 Batch 67/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.871 Epoch 32 Batch 68/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.950 Epoch 32 Batch 69/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.876 Epoch 32 Batch 70/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.871 Epoch 32 Batch 71/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.838 Epoch 32 Batch 72/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.940 Epoch 32 Batch 73/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.870 Epoch 32 Batch 74/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.858 Epoch 32 Batch 75/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.913 Epoch 32 Batch 76/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.924 Epoch 32 Batch 77/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.922 Epoch 32 Batch 78/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.903 Epoch 32 Batch 79/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.904 Epoch 32 Batch 80/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.881 Epoch 32 Batch 81/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.230, Loss: 0.909 Epoch 32 Batch 82/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.230, Loss: 0.899 Epoch 32 Batch 83/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.889 Epoch 32 Batch 84/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.882 Epoch 32 Batch 85/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.916 Epoch 32 Batch 86/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.877 Epoch 32 Batch 87/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.919 Epoch 32 Batch 88/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.943 Epoch 32 Batch 89/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.893 Epoch 32 Batch 90/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.834 Epoch 32 Batch 91/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.838 Epoch 32 Batch 92/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.908 Epoch 32 Batch 93/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.821 Epoch 32 Batch 94/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.890 Epoch 32 Batch 95/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.906 Epoch 32 Batch 96/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.861 Epoch 32 Batch 97/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.930 Epoch 32 Batch 98/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.887 Epoch 32 Batch 99/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.229, Loss: 0.900 Epoch 32 Batch 100/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.999 Epoch 32 Batch 101/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.229, Loss: 0.840 Epoch 32 Batch 102/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.229, Loss: 0.922 Epoch 32 Batch 103/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.898 Epoch 32 Batch 104/1077 - Train Accuracy: 0.101, Validation Accuracy: 0.229, Loss: 0.904 Epoch 32 Batch 105/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.862 Epoch 32 Batch 106/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.229, Loss: 0.941 Epoch 32 Batch 107/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.985 Epoch 32 Batch 108/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.230, Loss: 0.879 Epoch 32 Batch 109/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.852 Epoch 32 Batch 110/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.230, Loss: 0.894 Epoch 32 Batch 111/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.902 Epoch 32 Batch 112/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.888 Epoch 32 Batch 113/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.847 Epoch 32 Batch 114/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.910 Epoch 32 Batch 115/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.847 Epoch 32 Batch 116/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.907 Epoch 32 Batch 117/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.864 Epoch 32 Batch 118/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.889 Epoch 32 Batch 119/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.906 Epoch 32 Batch 120/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.869 Epoch 32 Batch 121/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.891 Epoch 32 Batch 122/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.936 Epoch 32 Batch 123/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.874 Epoch 32 Batch 124/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.862 Epoch 32 Batch 125/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.871 Epoch 32 Batch 126/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.918 Epoch 32 Batch 127/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.834 Epoch 32 Batch 128/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.912 Epoch 32 Batch 129/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.860 Epoch 32 Batch 130/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.962 Epoch 32 Batch 131/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.874 Epoch 32 Batch 132/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.906 Epoch 32 Batch 133/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.924 Epoch 32 Batch 134/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.888 Epoch 32 Batch 135/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.913 Epoch 32 Batch 136/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.903 Epoch 32 Batch 137/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.894 Epoch 32 Batch 138/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.859 Epoch 32 Batch 139/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.871 Epoch 32 Batch 140/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.892 Epoch 32 Batch 141/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.926 Epoch 32 Batch 142/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.910 Epoch 32 Batch 143/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.908 Epoch 32 Batch 144/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.971 Epoch 32 Batch 145/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.853 Epoch 32 Batch 146/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.954 Epoch 32 Batch 147/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.844 Epoch 32 Batch 148/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.871 Epoch 32 Batch 149/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.901 Epoch 32 Batch 150/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.868 Epoch 32 Batch 151/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.858 Epoch 32 Batch 152/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.850 Epoch 32 Batch 153/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.862 Epoch 32 Batch 154/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.892 Epoch 32 Batch 155/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.921 Epoch 32 Batch 156/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.933 Epoch 32 Batch 157/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.876 Epoch 32 Batch 158/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.854 Epoch 32 Batch 159/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.884 Epoch 32 Batch 160/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.831 Epoch 32 Batch 161/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.875 Epoch 32 Batch 162/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.866 Epoch 32 Batch 163/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.883 Epoch 32 Batch 164/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.855 Epoch 32 Batch 165/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.916 Epoch 32 Batch 166/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.888 Epoch 32 Batch 167/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.886 Epoch 32 Batch 168/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.887 Epoch 32 Batch 169/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.895 Epoch 32 Batch 170/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.889 Epoch 32 Batch 171/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.230, Loss: 0.839 Epoch 32 Batch 172/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.914 Epoch 32 Batch 173/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.897 Epoch 32 Batch 174/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.909 Epoch 32 Batch 175/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.907 Epoch 32 Batch 176/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.887 Epoch 32 Batch 177/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.899 Epoch 32 Batch 178/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.881 Epoch 32 Batch 179/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.230, Loss: 0.939 Epoch 32 Batch 180/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.930 Epoch 32 Batch 181/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.861 Epoch 32 Batch 182/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.888 Epoch 32 Batch 183/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.870 Epoch 32 Batch 184/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.890 Epoch 32 Batch 185/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.916 Epoch 32 Batch 186/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.231, Loss: 0.930 Epoch 32 Batch 187/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.911 Epoch 32 Batch 188/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.888 Epoch 32 Batch 189/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.888 Epoch 32 Batch 190/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.947 Epoch 32 Batch 191/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.230, Loss: 0.891 Epoch 32 Batch 192/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.882 Epoch 32 Batch 193/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.853 Epoch 32 Batch 194/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.888 Epoch 32 Batch 195/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.857 Epoch 32 Batch 196/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.937 Epoch 32 Batch 197/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.880 Epoch 32 Batch 198/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.846 Epoch 32 Batch 199/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.912 Epoch 32 Batch 200/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.848 Epoch 32 Batch 201/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.829 Epoch 32 Batch 202/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.908 Epoch 32 Batch 203/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.899 Epoch 32 Batch 204/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.864 Epoch 32 Batch 205/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.898 Epoch 32 Batch 206/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.900 Epoch 32 Batch 207/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.907 Epoch 32 Batch 208/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.895 Epoch 32 Batch 209/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.858 Epoch 32 Batch 210/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.888 Epoch 32 Batch 211/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.894 Epoch 32 Batch 212/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.989 Epoch 32 Batch 213/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.942 Epoch 32 Batch 214/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.888 Epoch 32 Batch 215/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.870 Epoch 32 Batch 216/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.956 Epoch 32 Batch 217/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.860 Epoch 32 Batch 218/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.230, Loss: 0.856 Epoch 32 Batch 219/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.230, Loss: 0.881 Epoch 32 Batch 220/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.954 Epoch 32 Batch 221/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.924 Epoch 32 Batch 222/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.835 Epoch 32 Batch 223/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.907 Epoch 32 Batch 224/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.906 Epoch 32 Batch 225/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.881 Epoch 32 Batch 226/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.873 Epoch 32 Batch 227/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.840 Epoch 32 Batch 228/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.838 Epoch 32 Batch 229/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.873 Epoch 32 Batch 230/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.883 Epoch 32 Batch 231/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.901 Epoch 32 Batch 232/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.940 Epoch 32 Batch 233/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.874 Epoch 32 Batch 234/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.906 Epoch 32 Batch 235/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.929 Epoch 32 Batch 236/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.907 Epoch 32 Batch 237/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.936 Epoch 32 Batch 238/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.230, Loss: 0.888 Epoch 32 Batch 239/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.894 Epoch 32 Batch 240/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.894 Epoch 32 Batch 241/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.896 Epoch 32 Batch 242/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.881 Epoch 32 Batch 243/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.984 Epoch 32 Batch 244/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.230, Loss: 0.856 Epoch 32 Batch 245/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.981 Epoch 32 Batch 246/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.829 Epoch 32 Batch 247/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.821 Epoch 32 Batch 248/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.860 Epoch 32 Batch 249/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.903 Epoch 32 Batch 250/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.230, Loss: 0.934 Epoch 32 Batch 251/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.890 Epoch 32 Batch 252/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.884 Epoch 32 Batch 253/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.230, Loss: 0.906 Epoch 32 Batch 254/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.885 Epoch 32 Batch 255/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.230, Loss: 0.858 Epoch 32 Batch 256/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.836 Epoch 32 Batch 257/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.865 Epoch 32 Batch 258/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.887 Epoch 32 Batch 259/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.908 Epoch 32 Batch 260/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.915 Epoch 32 Batch 261/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.230, Loss: 0.865 Epoch 32 Batch 262/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.929 Epoch 32 Batch 263/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.890 Epoch 32 Batch 264/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.830 Epoch 32 Batch 265/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.892 Epoch 32 Batch 266/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.903 Epoch 32 Batch 267/1077 - Train Accuracy: 0.223, Validation Accuracy: 0.230, Loss: 0.917 Epoch 32 Batch 268/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.882 Epoch 32 Batch 269/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.878 Epoch 32 Batch 270/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.861 Epoch 32 Batch 271/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.830 Epoch 32 Batch 272/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.967 Epoch 32 Batch 273/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.897 Epoch 32 Batch 274/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.908 Epoch 32 Batch 275/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.884 Epoch 32 Batch 276/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.936 Epoch 32 Batch 277/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.882 Epoch 32 Batch 278/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.876 Epoch 32 Batch 279/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.902 Epoch 32 Batch 280/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.870 Epoch 32 Batch 281/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.867 Epoch 32 Batch 282/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.954 Epoch 32 Batch 283/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.861 Epoch 32 Batch 284/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.925 Epoch 32 Batch 285/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.901 Epoch 32 Batch 286/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.796 Epoch 32 Batch 287/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.909 Epoch 32 Batch 288/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.945 Epoch 32 Batch 289/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.840 Epoch 32 Batch 290/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.947 Epoch 32 Batch 291/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.981 Epoch 32 Batch 292/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.936 Epoch 32 Batch 293/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.910 Epoch 32 Batch 294/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.230, Loss: 0.911 Epoch 32 Batch 295/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.915 Epoch 32 Batch 296/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.890 Epoch 32 Batch 297/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.958 Epoch 32 Batch 298/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.907 Epoch 32 Batch 299/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.905 Epoch 32 Batch 300/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.933 Epoch 32 Batch 301/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.900 Epoch 32 Batch 302/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.909 Epoch 32 Batch 303/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.845 Epoch 32 Batch 304/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.874 Epoch 32 Batch 305/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.857 Epoch 32 Batch 306/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.942 Epoch 32 Batch 307/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.890 Epoch 32 Batch 308/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.921 Epoch 32 Batch 309/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.898 Epoch 32 Batch 310/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.870 Epoch 32 Batch 311/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.230, Loss: 0.909 Epoch 32 Batch 312/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.867 Epoch 32 Batch 313/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.890 Epoch 32 Batch 314/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.911 Epoch 32 Batch 315/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.851 Epoch 32 Batch 316/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.899 Epoch 32 Batch 317/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.952 Epoch 32 Batch 318/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.868 Epoch 32 Batch 319/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.953 Epoch 32 Batch 320/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.916 Epoch 32 Batch 321/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.883 Epoch 32 Batch 322/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.231, Loss: 0.878 Epoch 32 Batch 323/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.825 Epoch 32 Batch 324/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.884 Epoch 32 Batch 325/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.892 Epoch 32 Batch 326/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.858 Epoch 32 Batch 327/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.934 Epoch 32 Batch 328/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.888 Epoch 32 Batch 329/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.838 Epoch 32 Batch 330/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.888 Epoch 32 Batch 331/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.944 Epoch 32 Batch 332/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.883 Epoch 32 Batch 333/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.932 Epoch 32 Batch 334/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.865 Epoch 32 Batch 335/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.913 Epoch 32 Batch 336/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.888 Epoch 32 Batch 337/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.821 Epoch 32 Batch 338/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.897 Epoch 32 Batch 339/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.946 Epoch 32 Batch 340/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.921 Epoch 32 Batch 341/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.944 Epoch 32 Batch 342/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.231, Loss: 0.933 Epoch 32 Batch 343/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.846 Epoch 32 Batch 344/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.895 Epoch 32 Batch 345/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.958 Epoch 32 Batch 346/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.885 Epoch 32 Batch 347/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.895 Epoch 32 Batch 348/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.893 Epoch 32 Batch 349/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.886 Epoch 32 Batch 350/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.875 Epoch 32 Batch 351/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.912 Epoch 32 Batch 352/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.826 Epoch 32 Batch 353/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.879 Epoch 32 Batch 354/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.949 Epoch 32 Batch 355/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.893 Epoch 32 Batch 356/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.884 Epoch 32 Batch 357/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.942 Epoch 32 Batch 358/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.870 Epoch 32 Batch 359/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.919 Epoch 32 Batch 360/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.843 Epoch 32 Batch 361/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.856 Epoch 32 Batch 362/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.865 Epoch 32 Batch 363/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.892 Epoch 32 Batch 364/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.874 Epoch 32 Batch 365/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.904 Epoch 32 Batch 366/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.862 Epoch 32 Batch 367/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.873 Epoch 32 Batch 368/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.925 Epoch 32 Batch 369/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.895 Epoch 32 Batch 370/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.231, Loss: 0.917 Epoch 32 Batch 371/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.855 Epoch 32 Batch 372/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.890 Epoch 32 Batch 373/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.927 Epoch 32 Batch 374/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.879 Epoch 32 Batch 375/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.231, Loss: 0.920 Epoch 32 Batch 376/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.231, Loss: 0.916 Epoch 32 Batch 377/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.912 Epoch 32 Batch 378/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.886 Epoch 32 Batch 379/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.946 Epoch 32 Batch 380/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.921 Epoch 32 Batch 381/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.852 Epoch 32 Batch 382/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.957 Epoch 32 Batch 383/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.877 Epoch 32 Batch 384/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.906 Epoch 32 Batch 385/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.833 Epoch 32 Batch 386/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.860 Epoch 32 Batch 387/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.910 Epoch 32 Batch 388/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.231, Loss: 0.903 Epoch 32 Batch 389/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.873 Epoch 32 Batch 390/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.921 Epoch 32 Batch 391/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.231, Loss: 0.882 Epoch 32 Batch 392/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.881 Epoch 32 Batch 393/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.931 Epoch 32 Batch 394/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.874 Epoch 32 Batch 395/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.895 Epoch 32 Batch 396/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.910 Epoch 32 Batch 397/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.894 Epoch 32 Batch 398/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.906 Epoch 32 Batch 399/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.932 Epoch 32 Batch 400/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.870 Epoch 32 Batch 401/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.925 Epoch 32 Batch 402/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.888 Epoch 32 Batch 403/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.909 Epoch 32 Batch 404/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.906 Epoch 32 Batch 405/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.861 Epoch 32 Batch 406/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.916 Epoch 32 Batch 407/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.984 Epoch 32 Batch 408/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.930 Epoch 32 Batch 409/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.879 Epoch 32 Batch 410/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.230, Loss: 0.895 Epoch 32 Batch 411/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.933 Epoch 32 Batch 412/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.854 Epoch 32 Batch 413/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.879 Epoch 32 Batch 414/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.912 Epoch 32 Batch 415/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.856 Epoch 32 Batch 416/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.904 Epoch 32 Batch 417/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.854 Epoch 32 Batch 418/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.930 Epoch 32 Batch 419/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.921 Epoch 32 Batch 420/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.935 Epoch 32 Batch 421/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.942 Epoch 32 Batch 422/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.936 Epoch 32 Batch 423/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.884 Epoch 32 Batch 424/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.899 Epoch 32 Batch 425/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.910 Epoch 32 Batch 426/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.922 Epoch 32 Batch 427/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.231, Loss: 0.927 Epoch 32 Batch 428/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.230, Loss: 0.895 Epoch 32 Batch 429/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.877 Epoch 32 Batch 430/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.883 Epoch 32 Batch 431/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.856 Epoch 32 Batch 432/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.856 Epoch 32 Batch 433/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.876 Epoch 32 Batch 434/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.900 Epoch 32 Batch 435/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.870 Epoch 32 Batch 436/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.901 Epoch 32 Batch 437/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.875 Epoch 32 Batch 438/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.924 Epoch 32 Batch 439/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.836 Epoch 32 Batch 440/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.941 Epoch 32 Batch 441/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.939 Epoch 32 Batch 442/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.885 Epoch 32 Batch 443/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.942 Epoch 32 Batch 444/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.890 Epoch 32 Batch 445/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.921 Epoch 32 Batch 446/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.880 Epoch 32 Batch 447/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.956 Epoch 32 Batch 448/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.883 Epoch 32 Batch 449/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.818 Epoch 32 Batch 450/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.878 Epoch 32 Batch 451/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.841 Epoch 32 Batch 452/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.931 Epoch 32 Batch 453/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.891 Epoch 32 Batch 454/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.963 Epoch 32 Batch 455/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.230, Loss: 0.908 Epoch 32 Batch 456/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.231, Loss: 0.927 Epoch 32 Batch 457/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.795 Epoch 32 Batch 458/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.231, Loss: 0.864 Epoch 32 Batch 459/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.910 Epoch 32 Batch 460/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.905 Epoch 32 Batch 461/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.885 Epoch 32 Batch 462/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.858 Epoch 32 Batch 463/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.863 Epoch 32 Batch 464/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.231, Loss: 0.925 Epoch 32 Batch 465/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.924 Epoch 32 Batch 466/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.843 Epoch 32 Batch 467/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.908 Epoch 32 Batch 468/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.885 Epoch 32 Batch 469/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.876 Epoch 32 Batch 470/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.875 Epoch 32 Batch 471/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.864 Epoch 32 Batch 472/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.232, Loss: 0.825 Epoch 32 Batch 473/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.850 Epoch 32 Batch 474/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.876 Epoch 32 Batch 475/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.889 Epoch 32 Batch 476/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.928 Epoch 32 Batch 477/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.232, Loss: 0.918 Epoch 32 Batch 478/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.907 Epoch 32 Batch 479/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.879 Epoch 32 Batch 480/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.880 Epoch 32 Batch 481/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.929 Epoch 32 Batch 482/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.875 Epoch 32 Batch 483/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.929 Epoch 32 Batch 484/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.902 Epoch 32 Batch 485/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.851 Epoch 32 Batch 486/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.902 Epoch 32 Batch 487/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.871 Epoch 32 Batch 488/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.925 Epoch 32 Batch 489/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.868 Epoch 32 Batch 490/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.917 Epoch 32 Batch 491/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.877 Epoch 32 Batch 492/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.911 Epoch 32 Batch 493/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.878 Epoch 32 Batch 494/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.898 Epoch 32 Batch 495/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.231, Loss: 0.827 Epoch 32 Batch 496/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.894 Epoch 32 Batch 497/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.863 Epoch 32 Batch 498/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.840 Epoch 32 Batch 499/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.231, Loss: 0.901 Epoch 32 Batch 500/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.861 Epoch 32 Batch 501/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.866 Epoch 32 Batch 502/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.930 Epoch 32 Batch 503/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.895 Epoch 32 Batch 504/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.893 Epoch 32 Batch 505/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.928 Epoch 32 Batch 506/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.892 Epoch 32 Batch 507/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.231, Loss: 0.916 Epoch 32 Batch 508/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.947 Epoch 32 Batch 509/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.846 Epoch 32 Batch 510/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.949 Epoch 32 Batch 511/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.871 Epoch 32 Batch 512/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.951 Epoch 32 Batch 513/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.865 Epoch 32 Batch 514/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.861 Epoch 32 Batch 515/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.915 Epoch 32 Batch 516/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.875 Epoch 32 Batch 517/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.883 Epoch 32 Batch 518/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.865 Epoch 32 Batch 519/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.946 Epoch 32 Batch 520/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.902 Epoch 32 Batch 521/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.936 Epoch 32 Batch 522/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.912 Epoch 32 Batch 523/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.882 Epoch 32 Batch 524/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.893 Epoch 32 Batch 525/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.940 Epoch 32 Batch 526/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.936 Epoch 32 Batch 527/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.808 Epoch 32 Batch 528/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.948 Epoch 32 Batch 529/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.850 Epoch 32 Batch 530/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.926 Epoch 32 Batch 531/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.930 Epoch 32 Batch 532/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.231, Loss: 0.906 Epoch 32 Batch 533/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.936 Epoch 32 Batch 534/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.861 Epoch 32 Batch 535/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.862 Epoch 32 Batch 536/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.882 Epoch 32 Batch 537/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.843 Epoch 32 Batch 538/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.894 Epoch 32 Batch 539/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.926 Epoch 32 Batch 540/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.921 Epoch 32 Batch 541/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.871 Epoch 32 Batch 542/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.924 Epoch 32 Batch 543/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.874 Epoch 32 Batch 544/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.880 Epoch 32 Batch 545/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.869 Epoch 32 Batch 546/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.855 Epoch 32 Batch 547/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.897 Epoch 32 Batch 548/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.877 Epoch 32 Batch 549/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.937 Epoch 32 Batch 550/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.861 Epoch 32 Batch 551/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.919 Epoch 32 Batch 552/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.924 Epoch 32 Batch 553/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.960 Epoch 32 Batch 554/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 0.883 Epoch 32 Batch 555/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.903 Epoch 32 Batch 556/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.862 Epoch 32 Batch 557/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.863 Epoch 32 Batch 558/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.817 Epoch 32 Batch 559/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.921 Epoch 32 Batch 560/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.914 Epoch 32 Batch 561/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.856 Epoch 32 Batch 562/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.907 Epoch 32 Batch 563/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.919 Epoch 32 Batch 564/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.907 Epoch 32 Batch 565/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.946 Epoch 32 Batch 566/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.845 Epoch 32 Batch 567/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.863 Epoch 32 Batch 568/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.941 Epoch 32 Batch 569/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.834 Epoch 32 Batch 570/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.865 Epoch 32 Batch 571/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.814 Epoch 32 Batch 572/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.971 Epoch 32 Batch 573/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.972 Epoch 32 Batch 574/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.912 Epoch 32 Batch 575/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.868 Epoch 32 Batch 576/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.926 Epoch 32 Batch 577/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.852 Epoch 32 Batch 578/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.916 Epoch 32 Batch 579/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.825 Epoch 32 Batch 580/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.883 Epoch 32 Batch 581/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.878 Epoch 32 Batch 582/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.852 Epoch 32 Batch 583/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.229, Loss: 0.933 Epoch 32 Batch 584/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.229, Loss: 0.852 Epoch 32 Batch 585/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.229, Loss: 0.907 Epoch 32 Batch 586/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.860 Epoch 32 Batch 587/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.919 Epoch 32 Batch 588/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.903 Epoch 32 Batch 589/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.856 Epoch 32 Batch 590/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.920 Epoch 32 Batch 591/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.231, Loss: 0.887 Epoch 32 Batch 592/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.885 Epoch 32 Batch 593/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.921 Epoch 32 Batch 594/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.915 Epoch 32 Batch 595/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.893 Epoch 32 Batch 596/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.890 Epoch 32 Batch 597/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.895 Epoch 32 Batch 598/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.865 Epoch 32 Batch 599/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 1.014 Epoch 32 Batch 600/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.911 Epoch 32 Batch 601/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.902 Epoch 32 Batch 602/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.878 Epoch 32 Batch 603/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.890 Epoch 32 Batch 604/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.896 Epoch 32 Batch 605/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.912 Epoch 32 Batch 606/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.949 Epoch 32 Batch 607/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.230, Loss: 0.961 Epoch 32 Batch 608/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.905 Epoch 32 Batch 609/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.941 Epoch 32 Batch 610/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.927 Epoch 32 Batch 611/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.957 Epoch 32 Batch 612/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.887 Epoch 32 Batch 613/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.893 Epoch 32 Batch 614/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.875 Epoch 32 Batch 615/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.885 Epoch 32 Batch 616/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.963 Epoch 32 Batch 617/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.855 Epoch 32 Batch 618/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.858 Epoch 32 Batch 619/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.230, Loss: 0.919 Epoch 32 Batch 620/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.901 Epoch 32 Batch 621/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.911 Epoch 32 Batch 622/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.908 Epoch 32 Batch 623/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.903 Epoch 32 Batch 624/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.871 Epoch 32 Batch 625/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.907 Epoch 32 Batch 626/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.230, Loss: 0.895 Epoch 32 Batch 627/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.912 Epoch 32 Batch 628/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.865 Epoch 32 Batch 629/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.911 Epoch 32 Batch 630/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.874 Epoch 32 Batch 631/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.920 Epoch 32 Batch 632/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.860 Epoch 32 Batch 633/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.880 Epoch 32 Batch 634/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.895 Epoch 32 Batch 635/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.230, Loss: 0.855 Epoch 32 Batch 636/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.802 Epoch 32 Batch 637/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.894 Epoch 32 Batch 638/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.864 Epoch 32 Batch 639/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.898 Epoch 32 Batch 640/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.945 Epoch 32 Batch 641/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.954 Epoch 32 Batch 642/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.918 Epoch 32 Batch 643/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.863 Epoch 32 Batch 644/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.897 Epoch 32 Batch 645/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.923 Epoch 32 Batch 646/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.951 Epoch 32 Batch 647/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.831 Epoch 32 Batch 648/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.842 Epoch 32 Batch 649/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.929 Epoch 32 Batch 650/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.890 Epoch 32 Batch 651/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.877 Epoch 32 Batch 652/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.920 Epoch 32 Batch 653/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.916 Epoch 32 Batch 654/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.852 Epoch 32 Batch 655/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.902 Epoch 32 Batch 656/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.940 Epoch 32 Batch 657/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.868 Epoch 32 Batch 658/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.900 Epoch 32 Batch 659/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.910 Epoch 32 Batch 660/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.909 Epoch 32 Batch 661/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.883 Epoch 32 Batch 662/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.852 Epoch 32 Batch 663/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.811 Epoch 32 Batch 664/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.864 Epoch 32 Batch 665/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.890 Epoch 32 Batch 666/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.922 Epoch 32 Batch 667/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.946 Epoch 32 Batch 668/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.888 Epoch 32 Batch 669/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 0.910 Epoch 32 Batch 670/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.231, Loss: 0.860 Epoch 32 Batch 671/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.881 Epoch 32 Batch 672/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.933 Epoch 32 Batch 673/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.925 Epoch 32 Batch 674/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.965 Epoch 32 Batch 675/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.883 Epoch 32 Batch 676/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.844 Epoch 32 Batch 677/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.873 Epoch 32 Batch 678/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.877 Epoch 32 Batch 679/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.842 Epoch 32 Batch 680/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.887 Epoch 32 Batch 681/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.921 Epoch 32 Batch 682/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.230, Loss: 0.857 Epoch 32 Batch 683/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.856 Epoch 32 Batch 684/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.861 Epoch 32 Batch 685/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.866 Epoch 32 Batch 686/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.914 Epoch 32 Batch 687/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.919 Epoch 32 Batch 688/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.892 Epoch 32 Batch 689/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.875 Epoch 32 Batch 690/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.929 Epoch 32 Batch 691/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.923 Epoch 32 Batch 692/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.905 Epoch 32 Batch 693/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.231, Loss: 0.939 Epoch 32 Batch 694/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.894 Epoch 32 Batch 695/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.932 Epoch 32 Batch 696/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.862 Epoch 32 Batch 697/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.872 Epoch 32 Batch 698/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.873 Epoch 32 Batch 699/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.231, Loss: 0.912 Epoch 32 Batch 700/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.897 Epoch 32 Batch 701/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.900 Epoch 32 Batch 702/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.884 Epoch 32 Batch 703/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.942 Epoch 32 Batch 704/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.890 Epoch 32 Batch 705/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.944 Epoch 32 Batch 706/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.972 Epoch 32 Batch 707/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.833 Epoch 32 Batch 708/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.949 Epoch 32 Batch 709/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.925 Epoch 32 Batch 710/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.916 Epoch 32 Batch 711/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.922 Epoch 32 Batch 712/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.873 Epoch 32 Batch 713/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.231, Loss: 0.872 Epoch 32 Batch 714/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.231, Loss: 0.873 Epoch 32 Batch 715/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.888 Epoch 32 Batch 716/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.862 Epoch 32 Batch 717/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.231, Loss: 0.883 Epoch 32 Batch 718/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.856 Epoch 32 Batch 719/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.870 Epoch 32 Batch 720/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.888 Epoch 32 Batch 721/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.904 Epoch 32 Batch 722/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.856 Epoch 32 Batch 723/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.906 Epoch 32 Batch 724/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.920 Epoch 32 Batch 725/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.231, Loss: 0.873 Epoch 32 Batch 726/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.907 Epoch 32 Batch 727/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.850 Epoch 32 Batch 728/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.231, Loss: 0.878 Epoch 32 Batch 729/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.896 Epoch 32 Batch 730/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.841 Epoch 32 Batch 731/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.231, Loss: 0.922 Epoch 32 Batch 732/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.955 Epoch 32 Batch 733/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.862 Epoch 32 Batch 734/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.866 Epoch 32 Batch 735/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.857 Epoch 32 Batch 736/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.923 Epoch 32 Batch 737/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.918 Epoch 32 Batch 738/1077 - Train Accuracy: 0.288, Validation Accuracy: 0.231, Loss: 0.842 Epoch 32 Batch 739/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.936 Epoch 32 Batch 740/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.867 Epoch 32 Batch 741/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.893 Epoch 32 Batch 742/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.913 Epoch 32 Batch 743/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.926 Epoch 32 Batch 744/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.230, Loss: 0.934 Epoch 32 Batch 745/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.897 Epoch 32 Batch 746/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.970 Epoch 32 Batch 747/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.882 Epoch 32 Batch 748/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.230, Loss: 0.885 Epoch 32 Batch 749/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.880 Epoch 32 Batch 750/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.906 Epoch 32 Batch 751/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.927 Epoch 32 Batch 752/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.878 Epoch 32 Batch 753/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.832 Epoch 32 Batch 754/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.945 Epoch 32 Batch 755/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.930 Epoch 32 Batch 756/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.885 Epoch 32 Batch 757/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.882 Epoch 32 Batch 758/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.907 Epoch 32 Batch 759/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.875 Epoch 32 Batch 760/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.856 Epoch 32 Batch 761/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.882 Epoch 32 Batch 762/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.865 Epoch 32 Batch 763/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.876 Epoch 32 Batch 764/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.968 Epoch 32 Batch 765/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.914 Epoch 32 Batch 766/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.871 Epoch 32 Batch 767/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.937 Epoch 32 Batch 768/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.840 Epoch 32 Batch 769/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.864 Epoch 32 Batch 770/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.897 Epoch 32 Batch 771/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.883 Epoch 32 Batch 772/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.862 Epoch 32 Batch 773/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.950 Epoch 32 Batch 774/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.888 Epoch 32 Batch 775/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.878 Epoch 32 Batch 776/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.812 Epoch 32 Batch 777/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.898 Epoch 32 Batch 778/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.913 Epoch 32 Batch 779/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.230, Loss: 0.912 Epoch 32 Batch 780/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.904 Epoch 32 Batch 781/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.894 Epoch 32 Batch 782/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.921 Epoch 32 Batch 783/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.896 Epoch 32 Batch 784/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.840 Epoch 32 Batch 785/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.897 Epoch 32 Batch 786/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.851 Epoch 32 Batch 787/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.879 Epoch 32 Batch 788/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.823 Epoch 32 Batch 789/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.866 Epoch 32 Batch 790/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.899 Epoch 32 Batch 791/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.884 Epoch 32 Batch 792/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.903 Epoch 32 Batch 793/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.813 Epoch 32 Batch 794/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.876 Epoch 32 Batch 795/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.822 Epoch 32 Batch 796/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.870 Epoch 32 Batch 797/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.814 Epoch 32 Batch 798/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 0.941 Epoch 32 Batch 799/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.231, Loss: 0.874 Epoch 32 Batch 800/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.891 Epoch 32 Batch 801/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.891 Epoch 32 Batch 802/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.873 Epoch 32 Batch 803/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.847 Epoch 32 Batch 804/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.857 Epoch 32 Batch 805/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.853 Epoch 32 Batch 806/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.934 Epoch 32 Batch 807/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.851 Epoch 32 Batch 808/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.901 Epoch 32 Batch 809/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.934 Epoch 32 Batch 810/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.870 Epoch 32 Batch 811/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.870 Epoch 32 Batch 812/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.912 Epoch 32 Batch 813/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.929 Epoch 32 Batch 814/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.868 Epoch 32 Batch 815/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.890 Epoch 32 Batch 816/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.946 Epoch 32 Batch 817/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.842 Epoch 32 Batch 818/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.881 Epoch 32 Batch 819/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.862 Epoch 32 Batch 820/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.929 Epoch 32 Batch 821/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.893 Epoch 32 Batch 822/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.873 Epoch 32 Batch 823/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.961 Epoch 32 Batch 824/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.883 Epoch 32 Batch 825/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.936 Epoch 32 Batch 826/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.876 Epoch 32 Batch 827/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.924 Epoch 32 Batch 828/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.887 Epoch 32 Batch 829/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.872 Epoch 32 Batch 830/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.898 Epoch 32 Batch 831/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.230, Loss: 0.911 Epoch 32 Batch 832/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.854 Epoch 32 Batch 833/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.838 Epoch 32 Batch 834/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.230, Loss: 0.868 Epoch 32 Batch 835/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.921 Epoch 32 Batch 836/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.832 Epoch 32 Batch 837/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.918 Epoch 32 Batch 838/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.893 Epoch 32 Batch 839/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.889 Epoch 32 Batch 840/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.834 Epoch 32 Batch 841/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.885 Epoch 32 Batch 842/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.861 Epoch 32 Batch 843/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.872 Epoch 32 Batch 844/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.897 Epoch 32 Batch 845/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.927 Epoch 32 Batch 846/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.230, Loss: 0.864 Epoch 32 Batch 847/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.828 Epoch 32 Batch 848/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.916 Epoch 32 Batch 849/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.866 Epoch 32 Batch 850/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.963 Epoch 32 Batch 851/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.976 Epoch 32 Batch 852/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.230, Loss: 0.869 Epoch 32 Batch 853/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.847 Epoch 32 Batch 854/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.941 Epoch 32 Batch 855/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.828 Epoch 32 Batch 856/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.931 Epoch 32 Batch 857/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.952 Epoch 32 Batch 858/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.901 Epoch 32 Batch 859/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.230, Loss: 0.922 Epoch 32 Batch 860/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.926 Epoch 32 Batch 861/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.815 Epoch 32 Batch 862/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.947 Epoch 32 Batch 863/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.905 Epoch 32 Batch 864/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.900 Epoch 32 Batch 865/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.230, Loss: 0.943 Epoch 32 Batch 866/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.877 Epoch 32 Batch 867/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.943 Epoch 32 Batch 868/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.866 Epoch 32 Batch 869/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.845 Epoch 32 Batch 870/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.231, Loss: 0.882 Epoch 32 Batch 871/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.911 Epoch 32 Batch 872/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.896 Epoch 32 Batch 873/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.881 Epoch 32 Batch 874/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.892 Epoch 32 Batch 875/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.867 Epoch 32 Batch 876/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.879 Epoch 32 Batch 877/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.857 Epoch 32 Batch 878/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.839 Epoch 32 Batch 879/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.907 Epoch 32 Batch 880/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.842 Epoch 32 Batch 881/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.872 Epoch 32 Batch 882/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.912 Epoch 32 Batch 883/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.864 Epoch 32 Batch 884/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.929 Epoch 32 Batch 885/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.230, Loss: 0.904 Epoch 32 Batch 886/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.904 Epoch 32 Batch 887/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.961 Epoch 32 Batch 888/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.920 Epoch 32 Batch 889/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.855 Epoch 32 Batch 890/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.231, Loss: 0.938 Epoch 32 Batch 891/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.864 Epoch 32 Batch 892/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.920 Epoch 32 Batch 893/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.856 Epoch 32 Batch 894/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.911 Epoch 32 Batch 895/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.884 Epoch 32 Batch 896/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.231, Loss: 0.898 Epoch 32 Batch 897/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.868 Epoch 32 Batch 898/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.879 Epoch 32 Batch 899/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.891 Epoch 32 Batch 900/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.866 Epoch 32 Batch 901/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.912 Epoch 32 Batch 902/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.895 Epoch 32 Batch 903/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.870 Epoch 32 Batch 904/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.846 Epoch 32 Batch 905/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.906 Epoch 32 Batch 906/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.892 Epoch 32 Batch 907/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.900 Epoch 32 Batch 908/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.891 Epoch 32 Batch 909/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.870 Epoch 32 Batch 910/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.902 Epoch 32 Batch 911/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.230, Loss: 0.884 Epoch 32 Batch 912/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.950 Epoch 32 Batch 913/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.911 Epoch 32 Batch 914/1077 - Train Accuracy: 0.299, Validation Accuracy: 0.230, Loss: 0.976 Epoch 32 Batch 915/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.872 Epoch 32 Batch 916/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.865 Epoch 32 Batch 917/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.892 Epoch 32 Batch 918/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.935 Epoch 32 Batch 919/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.230, Loss: 0.840 Epoch 32 Batch 920/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.863 Epoch 32 Batch 921/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.866 Epoch 32 Batch 922/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.867 Epoch 32 Batch 923/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.230, Loss: 0.898 Epoch 32 Batch 924/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.230, Loss: 0.917 Epoch 32 Batch 925/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.907 Epoch 32 Batch 926/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.902 Epoch 32 Batch 927/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.885 Epoch 32 Batch 928/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.895 Epoch 32 Batch 929/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.873 Epoch 32 Batch 930/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.848 Epoch 32 Batch 931/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.930 Epoch 32 Batch 932/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.912 Epoch 32 Batch 933/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.869 Epoch 32 Batch 934/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.826 Epoch 32 Batch 935/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.893 Epoch 32 Batch 936/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.862 Epoch 32 Batch 937/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.230, Loss: 0.994 Epoch 32 Batch 938/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.988 Epoch 32 Batch 939/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.927 Epoch 32 Batch 940/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.896 Epoch 32 Batch 941/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.938 Epoch 32 Batch 942/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.883 Epoch 32 Batch 943/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.895 Epoch 32 Batch 944/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.886 Epoch 32 Batch 945/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.902 Epoch 32 Batch 946/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.902 Epoch 32 Batch 947/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.911 Epoch 32 Batch 948/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.894 Epoch 32 Batch 949/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.804 Epoch 32 Batch 950/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.890 Epoch 32 Batch 951/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.898 Epoch 32 Batch 952/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.878 Epoch 32 Batch 953/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.914 Epoch 32 Batch 954/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.921 Epoch 32 Batch 955/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.905 Epoch 32 Batch 956/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.843 Epoch 32 Batch 957/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.909 Epoch 32 Batch 958/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.913 Epoch 32 Batch 959/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.932 Epoch 32 Batch 960/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.890 Epoch 32 Batch 961/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.880 Epoch 32 Batch 962/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.846 Epoch 32 Batch 963/1077 - Train Accuracy: 0.070, Validation Accuracy: 0.231, Loss: 0.879 Epoch 32 Batch 964/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.848 Epoch 32 Batch 965/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.231, Loss: 0.831 Epoch 32 Batch 966/1077 - Train Accuracy: 0.264, Validation Accuracy: 0.231, Loss: 0.877 Epoch 32 Batch 967/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.893 Epoch 32 Batch 968/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.893 Epoch 32 Batch 969/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.974 Epoch 32 Batch 970/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.955 Epoch 32 Batch 971/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.891 Epoch 32 Batch 972/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.888 Epoch 32 Batch 973/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.892 Epoch 32 Batch 974/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.858 Epoch 32 Batch 975/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.891 Epoch 32 Batch 976/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.870 Epoch 32 Batch 977/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.885 Epoch 32 Batch 978/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.919 Epoch 32 Batch 979/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.231, Loss: 0.899 Epoch 32 Batch 980/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.928 Epoch 32 Batch 981/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.919 Epoch 32 Batch 982/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.929 Epoch 32 Batch 983/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.891 Epoch 32 Batch 984/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.898 Epoch 32 Batch 985/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.851 Epoch 32 Batch 986/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.818 Epoch 32 Batch 987/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.863 Epoch 32 Batch 988/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.231, Loss: 0.927 Epoch 32 Batch 989/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.880 Epoch 32 Batch 990/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.231, Loss: 0.952 Epoch 32 Batch 991/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.231, Loss: 0.910 Epoch 32 Batch 992/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.870 Epoch 32 Batch 993/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.876 Epoch 32 Batch 994/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.866 Epoch 32 Batch 995/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.875 Epoch 32 Batch 996/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.837 Epoch 32 Batch 997/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.231, Loss: 0.901 Epoch 32 Batch 998/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.839 Epoch 32 Batch 999/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.928 Epoch 32 Batch 1000/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.884 Epoch 32 Batch 1001/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.231, Loss: 0.857 Epoch 32 Batch 1002/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.899 Epoch 32 Batch 1003/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.864 Epoch 32 Batch 1004/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.915 Epoch 32 Batch 1005/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.920 Epoch 32 Batch 1006/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.892 Epoch 32 Batch 1007/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.884 Epoch 32 Batch 1008/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.912 Epoch 32 Batch 1009/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.848 Epoch 32 Batch 1010/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.903 Epoch 32 Batch 1011/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.875 Epoch 32 Batch 1012/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.231, Loss: 0.862 Epoch 32 Batch 1013/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.870 Epoch 32 Batch 1014/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.818 Epoch 32 Batch 1015/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.880 Epoch 32 Batch 1016/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.902 Epoch 32 Batch 1017/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.231, Loss: 0.872 Epoch 32 Batch 1018/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.931 Epoch 32 Batch 1019/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.886 Epoch 32 Batch 1020/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.849 Epoch 32 Batch 1021/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.910 Epoch 32 Batch 1022/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.883 Epoch 32 Batch 1023/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.231, Loss: 0.918 Epoch 32 Batch 1024/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.880 Epoch 32 Batch 1025/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.897 Epoch 32 Batch 1026/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.231, Loss: 0.878 Epoch 32 Batch 1027/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.899 Epoch 32 Batch 1028/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.231, Loss: 0.906 Epoch 32 Batch 1029/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.857 Epoch 32 Batch 1030/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.894 Epoch 32 Batch 1031/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.917 Epoch 32 Batch 1032/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.923 Epoch 32 Batch 1033/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.837 Epoch 32 Batch 1034/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 0.913 Epoch 32 Batch 1035/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.876 Epoch 32 Batch 1036/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.872 Epoch 32 Batch 1037/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.231, Loss: 0.856 Epoch 32 Batch 1038/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.879 Epoch 32 Batch 1039/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.904 Epoch 32 Batch 1040/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.852 Epoch 32 Batch 1041/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.951 Epoch 32 Batch 1042/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.854 Epoch 32 Batch 1043/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.231, Loss: 0.900 Epoch 32 Batch 1044/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.886 Epoch 32 Batch 1045/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.923 Epoch 32 Batch 1046/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.886 Epoch 32 Batch 1047/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.889 Epoch 32 Batch 1048/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.967 Epoch 32 Batch 1049/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.954 Epoch 32 Batch 1050/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.892 Epoch 32 Batch 1051/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.878 Epoch 32 Batch 1052/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.918 Epoch 32 Batch 1053/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.839 Epoch 32 Batch 1054/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.813 Epoch 32 Batch 1055/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.893 Epoch 32 Batch 1056/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.987 Epoch 32 Batch 1057/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.869 Epoch 32 Batch 1058/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.883 Epoch 32 Batch 1059/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.231, Loss: 0.894 Epoch 32 Batch 1060/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.899 Epoch 32 Batch 1061/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.960 Epoch 32 Batch 1062/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.889 Epoch 32 Batch 1063/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.897 Epoch 32 Batch 1064/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.897 Epoch 32 Batch 1065/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.860 Epoch 32 Batch 1066/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.944 Epoch 32 Batch 1067/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.879 Epoch 32 Batch 1068/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.916 Epoch 32 Batch 1069/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.914 Epoch 32 Batch 1070/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.895 Epoch 32 Batch 1071/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.852 Epoch 32 Batch 1072/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.858 Epoch 32 Batch 1073/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.867 Epoch 32 Batch 1074/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.815 Epoch 32 Batch 1075/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.917 Epoch 33 Batch 0/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.826 Epoch 33 Batch 1/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.929 Epoch 33 Batch 2/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.231, Loss: 0.891 Epoch 33 Batch 3/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.862 Epoch 33 Batch 4/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.875 Epoch 33 Batch 5/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.912 Epoch 33 Batch 6/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.966 Epoch 33 Batch 7/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.232, Loss: 0.887 Epoch 33 Batch 8/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.908 Epoch 33 Batch 9/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.899 Epoch 33 Batch 10/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.914 Epoch 33 Batch 11/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.942 Epoch 33 Batch 12/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.894 Epoch 33 Batch 13/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.834 Epoch 33 Batch 14/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.932 Epoch 33 Batch 15/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.926 Epoch 33 Batch 16/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.854 Epoch 33 Batch 17/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.898 Epoch 33 Batch 18/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.886 Epoch 33 Batch 19/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.231, Loss: 0.846 Epoch 33 Batch 20/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.894 Epoch 33 Batch 21/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.942 Epoch 33 Batch 22/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.922 Epoch 33 Batch 23/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.927 Epoch 33 Batch 24/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.864 Epoch 33 Batch 25/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.901 Epoch 33 Batch 26/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.879 Epoch 33 Batch 27/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.880 Epoch 33 Batch 28/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.914 Epoch 33 Batch 29/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.891 Epoch 33 Batch 30/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.891 Epoch 33 Batch 31/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.886 Epoch 33 Batch 32/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.858 Epoch 33 Batch 33/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.869 Epoch 33 Batch 34/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.921 Epoch 33 Batch 35/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.912 Epoch 33 Batch 36/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.939 Epoch 33 Batch 37/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.925 Epoch 33 Batch 38/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.231, Loss: 0.899 Epoch 33 Batch 39/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.910 Epoch 33 Batch 40/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.920 Epoch 33 Batch 41/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.883 Epoch 33 Batch 42/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.925 Epoch 33 Batch 43/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.230, Loss: 0.860 Epoch 33 Batch 44/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.857 Epoch 33 Batch 45/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.882 Epoch 33 Batch 46/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.230, Loss: 0.906 Epoch 33 Batch 47/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.904 Epoch 33 Batch 48/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.940 Epoch 33 Batch 49/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.887 Epoch 33 Batch 50/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.843 Epoch 33 Batch 51/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.892 Epoch 33 Batch 52/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.882 Epoch 33 Batch 53/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.230, Loss: 0.868 Epoch 33 Batch 54/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.844 Epoch 33 Batch 55/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.900 Epoch 33 Batch 56/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.883 Epoch 33 Batch 57/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.230, Loss: 0.867 Epoch 33 Batch 58/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.893 Epoch 33 Batch 59/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.914 Epoch 33 Batch 60/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.786 Epoch 33 Batch 61/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.901 Epoch 33 Batch 62/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.906 Epoch 33 Batch 63/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.957 Epoch 33 Batch 64/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.878 Epoch 33 Batch 65/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.893 Epoch 33 Batch 66/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.230, Loss: 0.888 Epoch 33 Batch 67/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.886 Epoch 33 Batch 68/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.871 Epoch 33 Batch 69/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.896 Epoch 33 Batch 70/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.907 Epoch 33 Batch 71/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.806 Epoch 33 Batch 72/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.910 Epoch 33 Batch 73/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.888 Epoch 33 Batch 74/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.873 Epoch 33 Batch 75/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.897 Epoch 33 Batch 76/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.903 Epoch 33 Batch 77/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.873 Epoch 33 Batch 78/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.231, Loss: 0.845 Epoch 33 Batch 79/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.884 Epoch 33 Batch 80/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.873 Epoch 33 Batch 81/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.231, Loss: 0.856 Epoch 33 Batch 82/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.231, Loss: 0.897 Epoch 33 Batch 83/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.876 Epoch 33 Batch 84/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.947 Epoch 33 Batch 85/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.891 Epoch 33 Batch 86/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.975 Epoch 33 Batch 87/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.904 Epoch 33 Batch 88/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.863 Epoch 33 Batch 89/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.943 Epoch 33 Batch 90/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.935 Epoch 33 Batch 91/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.869 Epoch 33 Batch 92/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.895 Epoch 33 Batch 93/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.905 Epoch 33 Batch 94/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.906 Epoch 33 Batch 95/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.863 Epoch 33 Batch 96/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.888 Epoch 33 Batch 97/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.893 Epoch 33 Batch 98/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.917 Epoch 33 Batch 99/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.934 Epoch 33 Batch 100/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.850 Epoch 33 Batch 101/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.930 Epoch 33 Batch 102/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.890 Epoch 33 Batch 103/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.948 Epoch 33 Batch 104/1077 - Train Accuracy: 0.101, Validation Accuracy: 0.230, Loss: 0.863 Epoch 33 Batch 105/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.855 Epoch 33 Batch 106/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.230, Loss: 0.936 Epoch 33 Batch 107/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.873 Epoch 33 Batch 108/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.231, Loss: 0.864 Epoch 33 Batch 109/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.872 Epoch 33 Batch 110/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.231, Loss: 0.929 Epoch 33 Batch 111/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.900 Epoch 33 Batch 112/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.925 Epoch 33 Batch 113/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.874 Epoch 33 Batch 114/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.864 Epoch 33 Batch 115/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.889 Epoch 33 Batch 116/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.950 Epoch 33 Batch 117/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.868 Epoch 33 Batch 118/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.888 Epoch 33 Batch 119/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.905 Epoch 33 Batch 120/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.901 Epoch 33 Batch 121/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.910 Epoch 33 Batch 122/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.881 Epoch 33 Batch 123/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.908 Epoch 33 Batch 124/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.880 Epoch 33 Batch 125/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.867 Epoch 33 Batch 126/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.910 Epoch 33 Batch 127/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.929 Epoch 33 Batch 128/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.902 Epoch 33 Batch 129/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.942 Epoch 33 Batch 130/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.231, Loss: 0.920 Epoch 33 Batch 131/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.849 Epoch 33 Batch 132/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.874 Epoch 33 Batch 133/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.231, Loss: 0.884 Epoch 33 Batch 134/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.866 Epoch 33 Batch 135/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.928 Epoch 33 Batch 136/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.819 Epoch 33 Batch 137/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.960 Epoch 33 Batch 138/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.907 Epoch 33 Batch 139/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.963 Epoch 33 Batch 140/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.817 Epoch 33 Batch 141/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.908 Epoch 33 Batch 142/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.819 Epoch 33 Batch 143/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.948 Epoch 33 Batch 144/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.864 Epoch 33 Batch 145/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.843 Epoch 33 Batch 146/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.909 Epoch 33 Batch 147/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.808 Epoch 33 Batch 148/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.904 Epoch 33 Batch 149/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.918 Epoch 33 Batch 150/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.896 Epoch 33 Batch 151/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.826 Epoch 33 Batch 152/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.838 Epoch 33 Batch 153/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.971 Epoch 33 Batch 154/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.936 Epoch 33 Batch 155/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.891 Epoch 33 Batch 156/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.913 Epoch 33 Batch 157/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.890 Epoch 33 Batch 158/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.893 Epoch 33 Batch 159/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.865 Epoch 33 Batch 160/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.901 Epoch 33 Batch 161/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.904 Epoch 33 Batch 162/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.917 Epoch 33 Batch 163/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.875 Epoch 33 Batch 164/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.937 Epoch 33 Batch 165/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.852 Epoch 33 Batch 166/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.965 Epoch 33 Batch 167/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.898 Epoch 33 Batch 168/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.930 Epoch 33 Batch 169/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.939 Epoch 33 Batch 170/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.892 Epoch 33 Batch 171/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.232, Loss: 0.883 Epoch 33 Batch 172/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.862 Epoch 33 Batch 173/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.910 Epoch 33 Batch 174/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.834 Epoch 33 Batch 175/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.898 Epoch 33 Batch 176/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.870 Epoch 33 Batch 177/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.882 Epoch 33 Batch 178/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.900 Epoch 33 Batch 179/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.925 Epoch 33 Batch 180/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.935 Epoch 33 Batch 181/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.871 Epoch 33 Batch 182/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.929 Epoch 33 Batch 183/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.886 Epoch 33 Batch 184/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.908 Epoch 33 Batch 185/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.885 Epoch 33 Batch 186/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.880 Epoch 33 Batch 187/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.866 Epoch 33 Batch 188/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.899 Epoch 33 Batch 189/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.925 Epoch 33 Batch 190/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.854 Epoch 33 Batch 191/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.231, Loss: 0.935 Epoch 33 Batch 192/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.862 Epoch 33 Batch 193/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.915 Epoch 33 Batch 194/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.844 Epoch 33 Batch 195/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.868 Epoch 33 Batch 196/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.853 Epoch 33 Batch 197/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.833 Epoch 33 Batch 198/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.895 Epoch 33 Batch 199/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.934 Epoch 33 Batch 200/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.918 Epoch 33 Batch 201/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.902 Epoch 33 Batch 202/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.872 Epoch 33 Batch 203/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.923 Epoch 33 Batch 204/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.864 Epoch 33 Batch 205/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.996 Epoch 33 Batch 206/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.841 Epoch 33 Batch 207/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.860 Epoch 33 Batch 208/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.927 Epoch 33 Batch 209/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.901 Epoch 33 Batch 210/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.231, Loss: 0.824 Epoch 33 Batch 211/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.939 Epoch 33 Batch 212/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.927 Epoch 33 Batch 213/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.952 Epoch 33 Batch 214/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.862 Epoch 33 Batch 215/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.927 Epoch 33 Batch 216/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.893 Epoch 33 Batch 217/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.921 Epoch 33 Batch 218/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.231, Loss: 0.866 Epoch 33 Batch 219/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.231, Loss: 0.817 Epoch 33 Batch 220/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.887 Epoch 33 Batch 221/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.919 Epoch 33 Batch 222/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.920 Epoch 33 Batch 223/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.897 Epoch 33 Batch 224/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.871 Epoch 33 Batch 225/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.880 Epoch 33 Batch 226/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.898 Epoch 33 Batch 227/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.231, Loss: 0.954 Epoch 33 Batch 228/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.827 Epoch 33 Batch 229/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.933 Epoch 33 Batch 230/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.878 Epoch 33 Batch 231/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.919 Epoch 33 Batch 232/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.879 Epoch 33 Batch 233/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.872 Epoch 33 Batch 234/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.231, Loss: 0.913 Epoch 33 Batch 235/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.864 Epoch 33 Batch 236/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.854 Epoch 33 Batch 237/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.919 Epoch 33 Batch 238/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.231, Loss: 0.906 Epoch 33 Batch 239/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.884 Epoch 33 Batch 240/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.890 Epoch 33 Batch 241/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.864 Epoch 33 Batch 242/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.979 Epoch 33 Batch 243/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.919 Epoch 33 Batch 244/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.231, Loss: 0.852 Epoch 33 Batch 245/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.832 Epoch 33 Batch 246/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.898 Epoch 33 Batch 247/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.858 Epoch 33 Batch 248/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.898 Epoch 33 Batch 249/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.828 Epoch 33 Batch 250/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.231, Loss: 0.890 Epoch 33 Batch 251/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.231, Loss: 0.931 Epoch 33 Batch 252/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.871 Epoch 33 Batch 253/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.231, Loss: 0.891 Epoch 33 Batch 254/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.862 Epoch 33 Batch 255/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.931 Epoch 33 Batch 256/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.885 Epoch 33 Batch 257/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.881 Epoch 33 Batch 258/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.932 Epoch 33 Batch 259/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.914 Epoch 33 Batch 260/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.911 Epoch 33 Batch 261/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.231, Loss: 0.910 Epoch 33 Batch 262/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.901 Epoch 33 Batch 263/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.812 Epoch 33 Batch 264/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.950 Epoch 33 Batch 265/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.903 Epoch 33 Batch 266/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.965 Epoch 33 Batch 267/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.231, Loss: 0.830 Epoch 33 Batch 268/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.945 Epoch 33 Batch 269/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.974 Epoch 33 Batch 270/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.918 Epoch 33 Batch 271/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.841 Epoch 33 Batch 272/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.940 Epoch 33 Batch 273/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.916 Epoch 33 Batch 274/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.891 Epoch 33 Batch 275/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.853 Epoch 33 Batch 276/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.859 Epoch 33 Batch 277/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.887 Epoch 33 Batch 278/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.893 Epoch 33 Batch 279/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.975 Epoch 33 Batch 280/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.893 Epoch 33 Batch 281/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.902 Epoch 33 Batch 282/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.911 Epoch 33 Batch 283/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.924 Epoch 33 Batch 284/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.866 Epoch 33 Batch 285/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.922 Epoch 33 Batch 286/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.851 Epoch 33 Batch 287/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.836 Epoch 33 Batch 288/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.857 Epoch 33 Batch 289/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.828 Epoch 33 Batch 290/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.893 Epoch 33 Batch 291/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.884 Epoch 33 Batch 292/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.897 Epoch 33 Batch 293/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.866 Epoch 33 Batch 294/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.231, Loss: 0.934 Epoch 33 Batch 295/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.919 Epoch 33 Batch 296/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.834 Epoch 33 Batch 297/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.940 Epoch 33 Batch 298/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.825 Epoch 33 Batch 299/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.949 Epoch 33 Batch 300/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.942 Epoch 33 Batch 301/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.872 Epoch 33 Batch 302/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.862 Epoch 33 Batch 303/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.232, Loss: 0.949 Epoch 33 Batch 304/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.860 Epoch 33 Batch 305/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.872 Epoch 33 Batch 306/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.912 Epoch 33 Batch 307/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.944 Epoch 33 Batch 308/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.936 Epoch 33 Batch 309/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.893 Epoch 33 Batch 310/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.888 Epoch 33 Batch 311/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.840 Epoch 33 Batch 312/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.858 Epoch 33 Batch 313/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.867 Epoch 33 Batch 314/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.871 Epoch 33 Batch 315/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.871 Epoch 33 Batch 316/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.880 Epoch 33 Batch 317/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.885 Epoch 33 Batch 318/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.921 Epoch 33 Batch 319/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.942 Epoch 33 Batch 320/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.908 Epoch 33 Batch 321/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.869 Epoch 33 Batch 322/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.232, Loss: 0.840 Epoch 33 Batch 323/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.884 Epoch 33 Batch 324/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.903 Epoch 33 Batch 325/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.900 Epoch 33 Batch 326/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.803 Epoch 33 Batch 327/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.928 Epoch 33 Batch 328/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.861 Epoch 33 Batch 329/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.879 Epoch 33 Batch 330/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.924 Epoch 33 Batch 331/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.231, Loss: 0.863 Epoch 33 Batch 332/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.854 Epoch 33 Batch 333/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.895 Epoch 33 Batch 334/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.865 Epoch 33 Batch 335/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.819 Epoch 33 Batch 336/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.932 Epoch 33 Batch 337/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.896 Epoch 33 Batch 338/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.859 Epoch 33 Batch 339/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.944 Epoch 33 Batch 340/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.885 Epoch 33 Batch 341/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.912 Epoch 33 Batch 342/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.892 Epoch 33 Batch 343/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.917 Epoch 33 Batch 344/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.945 Epoch 33 Batch 345/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.873 Epoch 33 Batch 346/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.897 Epoch 33 Batch 347/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.889 Epoch 33 Batch 348/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.231, Loss: 0.863 Epoch 33 Batch 349/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.929 Epoch 33 Batch 350/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.924 Epoch 33 Batch 351/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.893 Epoch 33 Batch 352/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.892 Epoch 33 Batch 353/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.936 Epoch 33 Batch 354/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.838 Epoch 33 Batch 355/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.896 Epoch 33 Batch 356/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.924 Epoch 33 Batch 357/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.858 Epoch 33 Batch 358/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.891 Epoch 33 Batch 359/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.822 Epoch 33 Batch 360/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.867 Epoch 33 Batch 361/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.916 Epoch 33 Batch 362/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.904 Epoch 33 Batch 363/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.893 Epoch 33 Batch 364/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.878 Epoch 33 Batch 365/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.870 Epoch 33 Batch 366/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.902 Epoch 33 Batch 367/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.924 Epoch 33 Batch 368/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.866 Epoch 33 Batch 369/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.864 Epoch 33 Batch 370/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.231, Loss: 0.895 Epoch 33 Batch 371/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.841 Epoch 33 Batch 372/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.965 Epoch 33 Batch 373/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.231, Loss: 0.875 Epoch 33 Batch 374/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.231, Loss: 1.003 Epoch 33 Batch 375/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.231, Loss: 0.933 Epoch 33 Batch 376/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.231, Loss: 0.876 Epoch 33 Batch 377/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.846 Epoch 33 Batch 378/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.873 Epoch 33 Batch 379/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.908 Epoch 33 Batch 380/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.891 Epoch 33 Batch 381/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.903 Epoch 33 Batch 382/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.913 Epoch 33 Batch 383/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.231, Loss: 0.919 Epoch 33 Batch 384/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.889 Epoch 33 Batch 385/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.912 Epoch 33 Batch 386/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.838 Epoch 33 Batch 387/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.867 Epoch 33 Batch 388/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.231, Loss: 0.907 Epoch 33 Batch 389/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.878 Epoch 33 Batch 390/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.887 Epoch 33 Batch 391/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.231, Loss: 0.901 Epoch 33 Batch 392/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.971 Epoch 33 Batch 393/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.927 Epoch 33 Batch 394/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.863 Epoch 33 Batch 395/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.908 Epoch 33 Batch 396/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.948 Epoch 33 Batch 397/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.923 Epoch 33 Batch 398/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.904 Epoch 33 Batch 399/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.867 Epoch 33 Batch 400/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.851 Epoch 33 Batch 401/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.851 Epoch 33 Batch 402/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.847 Epoch 33 Batch 403/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.902 Epoch 33 Batch 404/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.836 Epoch 33 Batch 405/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.846 Epoch 33 Batch 406/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.927 Epoch 33 Batch 407/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.884 Epoch 33 Batch 408/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.904 Epoch 33 Batch 409/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.897 Epoch 33 Batch 410/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.231, Loss: 0.879 Epoch 33 Batch 411/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.917 Epoch 33 Batch 412/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.857 Epoch 33 Batch 413/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.952 Epoch 33 Batch 414/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.895 Epoch 33 Batch 415/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.797 Epoch 33 Batch 416/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.938 Epoch 33 Batch 417/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.932 Epoch 33 Batch 418/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.865 Epoch 33 Batch 419/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.885 Epoch 33 Batch 420/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.918 Epoch 33 Batch 421/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.912 Epoch 33 Batch 422/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.911 Epoch 33 Batch 423/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.894 Epoch 33 Batch 424/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.896 Epoch 33 Batch 425/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.905 Epoch 33 Batch 426/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.905 Epoch 33 Batch 427/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.938 Epoch 33 Batch 428/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.851 Epoch 33 Batch 429/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.855 Epoch 33 Batch 430/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.846 Epoch 33 Batch 431/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.905 Epoch 33 Batch 432/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.948 Epoch 33 Batch 433/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.902 Epoch 33 Batch 434/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.862 Epoch 33 Batch 435/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.859 Epoch 33 Batch 436/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.975 Epoch 33 Batch 437/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.813 Epoch 33 Batch 438/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.875 Epoch 33 Batch 439/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.969 Epoch 33 Batch 440/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.950 Epoch 33 Batch 441/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.901 Epoch 33 Batch 442/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.881 Epoch 33 Batch 443/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.857 Epoch 33 Batch 444/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.931 Epoch 33 Batch 445/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.804 Epoch 33 Batch 446/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.835 Epoch 33 Batch 447/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.907 Epoch 33 Batch 448/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.905 Epoch 33 Batch 449/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.865 Epoch 33 Batch 450/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.882 Epoch 33 Batch 451/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.912 Epoch 33 Batch 452/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.898 Epoch 33 Batch 453/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.846 Epoch 33 Batch 454/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.933 Epoch 33 Batch 455/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.230, Loss: 0.877 Epoch 33 Batch 456/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.230, Loss: 0.955 Epoch 33 Batch 457/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.883 Epoch 33 Batch 458/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.230, Loss: 0.900 Epoch 33 Batch 459/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.907 Epoch 33 Batch 460/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.919 Epoch 33 Batch 461/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.876 Epoch 33 Batch 462/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.870 Epoch 33 Batch 463/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.884 Epoch 33 Batch 464/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.230, Loss: 0.871 Epoch 33 Batch 465/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.824 Epoch 33 Batch 466/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.878 Epoch 33 Batch 467/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.856 Epoch 33 Batch 468/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.902 Epoch 33 Batch 469/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.821 Epoch 33 Batch 470/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.231, Loss: 0.863 Epoch 33 Batch 471/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.869 Epoch 33 Batch 472/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.231, Loss: 0.912 Epoch 33 Batch 473/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.943 Epoch 33 Batch 474/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.944 Epoch 33 Batch 475/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.936 Epoch 33 Batch 476/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.869 Epoch 33 Batch 477/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.232, Loss: 0.987 Epoch 33 Batch 478/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.920 Epoch 33 Batch 479/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.934 Epoch 33 Batch 480/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.895 Epoch 33 Batch 481/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.900 Epoch 33 Batch 482/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.925 Epoch 33 Batch 483/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.931 Epoch 33 Batch 484/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.914 Epoch 33 Batch 485/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.860 Epoch 33 Batch 486/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.892 Epoch 33 Batch 487/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.833 Epoch 33 Batch 488/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.860 Epoch 33 Batch 489/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.918 Epoch 33 Batch 490/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.878 Epoch 33 Batch 491/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.887 Epoch 33 Batch 492/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.938 Epoch 33 Batch 493/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.841 Epoch 33 Batch 494/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.862 Epoch 33 Batch 495/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.231, Loss: 0.863 Epoch 33 Batch 496/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.871 Epoch 33 Batch 497/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.873 Epoch 33 Batch 498/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.856 Epoch 33 Batch 499/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.231, Loss: 0.866 Epoch 33 Batch 500/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.873 Epoch 33 Batch 501/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.897 Epoch 33 Batch 502/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.900 Epoch 33 Batch 503/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.853 Epoch 33 Batch 504/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.869 Epoch 33 Batch 505/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.889 Epoch 33 Batch 506/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.875 Epoch 33 Batch 507/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.231, Loss: 0.902 Epoch 33 Batch 508/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.877 Epoch 33 Batch 509/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.918 Epoch 33 Batch 510/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.886 Epoch 33 Batch 511/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.898 Epoch 33 Batch 512/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.870 Epoch 33 Batch 513/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.968 Epoch 33 Batch 514/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.876 Epoch 33 Batch 515/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.897 Epoch 33 Batch 516/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.893 Epoch 33 Batch 517/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.915 Epoch 33 Batch 518/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.915 Epoch 33 Batch 519/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.935 Epoch 33 Batch 520/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.945 Epoch 33 Batch 521/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.914 Epoch 33 Batch 522/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.958 Epoch 33 Batch 523/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.917 Epoch 33 Batch 524/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.905 Epoch 33 Batch 525/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.895 Epoch 33 Batch 526/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.942 Epoch 33 Batch 527/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.909 Epoch 33 Batch 528/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.895 Epoch 33 Batch 529/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.881 Epoch 33 Batch 530/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.882 Epoch 33 Batch 531/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.930 Epoch 33 Batch 532/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.944 Epoch 33 Batch 533/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.863 Epoch 33 Batch 534/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.883 Epoch 33 Batch 535/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.869 Epoch 33 Batch 536/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.843 Epoch 33 Batch 537/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.951 Epoch 33 Batch 538/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.937 Epoch 33 Batch 539/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.857 Epoch 33 Batch 540/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.872 Epoch 33 Batch 541/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.924 Epoch 33 Batch 542/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.924 Epoch 33 Batch 543/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.934 Epoch 33 Batch 544/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.889 Epoch 33 Batch 545/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.864 Epoch 33 Batch 546/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.898 Epoch 33 Batch 547/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.910 Epoch 33 Batch 548/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.914 Epoch 33 Batch 549/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.880 Epoch 33 Batch 550/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.870 Epoch 33 Batch 551/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.820 Epoch 33 Batch 552/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.952 Epoch 33 Batch 553/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.891 Epoch 33 Batch 554/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.829 Epoch 33 Batch 555/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.899 Epoch 33 Batch 556/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.917 Epoch 33 Batch 557/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.922 Epoch 33 Batch 558/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.844 Epoch 33 Batch 559/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.964 Epoch 33 Batch 560/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.834 Epoch 33 Batch 561/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.843 Epoch 33 Batch 562/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.879 Epoch 33 Batch 563/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.900 Epoch 33 Batch 564/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.897 Epoch 33 Batch 565/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.907 Epoch 33 Batch 566/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.912 Epoch 33 Batch 567/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.918 Epoch 33 Batch 568/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.918 Epoch 33 Batch 569/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.916 Epoch 33 Batch 570/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.935 Epoch 33 Batch 571/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.924 Epoch 33 Batch 572/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.912 Epoch 33 Batch 573/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.959 Epoch 33 Batch 574/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.865 Epoch 33 Batch 575/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.919 Epoch 33 Batch 576/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.824 Epoch 33 Batch 577/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.881 Epoch 33 Batch 578/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.890 Epoch 33 Batch 579/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.879 Epoch 33 Batch 580/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.882 Epoch 33 Batch 581/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.897 Epoch 33 Batch 582/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.910 Epoch 33 Batch 583/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.931 Epoch 33 Batch 584/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.866 Epoch 33 Batch 585/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.861 Epoch 33 Batch 586/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.231, Loss: 0.875 Epoch 33 Batch 587/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.916 Epoch 33 Batch 588/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.867 Epoch 33 Batch 589/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.231, Loss: 0.876 Epoch 33 Batch 590/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.850 Epoch 33 Batch 591/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.230, Loss: 0.822 Epoch 33 Batch 592/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.932 Epoch 33 Batch 593/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.921 Epoch 33 Batch 594/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.876 Epoch 33 Batch 595/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.890 Epoch 33 Batch 596/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.872 Epoch 33 Batch 597/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.768 Epoch 33 Batch 598/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.893 Epoch 33 Batch 599/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.990 Epoch 33 Batch 600/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.904 Epoch 33 Batch 601/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.892 Epoch 33 Batch 602/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.896 Epoch 33 Batch 603/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.909 Epoch 33 Batch 604/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.845 Epoch 33 Batch 605/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.872 Epoch 33 Batch 606/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.891 Epoch 33 Batch 607/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.230, Loss: 0.913 Epoch 33 Batch 608/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.859 Epoch 33 Batch 609/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.861 Epoch 33 Batch 610/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.931 Epoch 33 Batch 611/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.918 Epoch 33 Batch 612/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.856 Epoch 33 Batch 613/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.882 Epoch 33 Batch 614/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.913 Epoch 33 Batch 615/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.875 Epoch 33 Batch 616/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.883 Epoch 33 Batch 617/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.907 Epoch 33 Batch 618/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.939 Epoch 33 Batch 619/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.230, Loss: 0.932 Epoch 33 Batch 620/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.917 Epoch 33 Batch 621/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.945 Epoch 33 Batch 622/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.850 Epoch 33 Batch 623/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.874 Epoch 33 Batch 624/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.932 Epoch 33 Batch 625/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.847 Epoch 33 Batch 626/1077 - Train Accuracy: 0.223, Validation Accuracy: 0.230, Loss: 0.902 Epoch 33 Batch 627/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.837 Epoch 33 Batch 628/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.891 Epoch 33 Batch 629/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.880 Epoch 33 Batch 630/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.905 Epoch 33 Batch 631/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.897 Epoch 33 Batch 632/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.862 Epoch 33 Batch 633/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.849 Epoch 33 Batch 634/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.901 Epoch 33 Batch 635/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.231, Loss: 0.891 Epoch 33 Batch 636/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.911 Epoch 33 Batch 637/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.810 Epoch 33 Batch 638/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.864 Epoch 33 Batch 639/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.862 Epoch 33 Batch 640/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.879 Epoch 33 Batch 641/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.909 Epoch 33 Batch 642/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.883 Epoch 33 Batch 643/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.884 Epoch 33 Batch 644/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.841 Epoch 33 Batch 645/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.869 Epoch 33 Batch 646/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.879 Epoch 33 Batch 647/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.873 Epoch 33 Batch 648/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.904 Epoch 33 Batch 649/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.892 Epoch 33 Batch 650/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.916 Epoch 33 Batch 651/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.882 Epoch 33 Batch 652/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.872 Epoch 33 Batch 653/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.893 Epoch 33 Batch 654/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.864 Epoch 33 Batch 655/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.884 Epoch 33 Batch 656/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.898 Epoch 33 Batch 657/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.928 Epoch 33 Batch 658/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.901 Epoch 33 Batch 659/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.823 Epoch 33 Batch 660/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.845 Epoch 33 Batch 661/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.891 Epoch 33 Batch 662/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.856 Epoch 33 Batch 663/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.922 Epoch 33 Batch 664/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.866 Epoch 33 Batch 665/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.880 Epoch 33 Batch 666/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.230, Loss: 0.861 Epoch 33 Batch 667/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.823 Epoch 33 Batch 668/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.898 Epoch 33 Batch 669/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.906 Epoch 33 Batch 670/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.230, Loss: 0.903 Epoch 33 Batch 671/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.932 Epoch 33 Batch 672/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.889 Epoch 33 Batch 673/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.880 Epoch 33 Batch 674/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.882 Epoch 33 Batch 675/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.907 Epoch 33 Batch 676/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.865 Epoch 33 Batch 677/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.888 Epoch 33 Batch 678/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.841 Epoch 33 Batch 679/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.905 Epoch 33 Batch 680/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.878 Epoch 33 Batch 681/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.914 Epoch 33 Batch 682/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.230, Loss: 0.854 Epoch 33 Batch 683/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.883 Epoch 33 Batch 684/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.879 Epoch 33 Batch 685/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.944 Epoch 33 Batch 686/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.913 Epoch 33 Batch 687/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.884 Epoch 33 Batch 688/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.910 Epoch 33 Batch 689/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.857 Epoch 33 Batch 690/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.868 Epoch 33 Batch 691/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.899 Epoch 33 Batch 692/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.847 Epoch 33 Batch 693/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.231, Loss: 0.928 Epoch 33 Batch 694/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.922 Epoch 33 Batch 695/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.902 Epoch 33 Batch 696/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.904 Epoch 33 Batch 697/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.855 Epoch 33 Batch 698/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.837 Epoch 33 Batch 699/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.231, Loss: 0.873 Epoch 33 Batch 700/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.809 Epoch 33 Batch 701/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.936 Epoch 33 Batch 702/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.923 Epoch 33 Batch 703/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.833 Epoch 33 Batch 704/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.938 Epoch 33 Batch 705/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.915 Epoch 33 Batch 706/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.860 Epoch 33 Batch 707/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.905 Epoch 33 Batch 708/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.916 Epoch 33 Batch 709/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.919 Epoch 33 Batch 710/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.947 Epoch 33 Batch 711/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.935 Epoch 33 Batch 712/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.914 Epoch 33 Batch 713/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.231, Loss: 0.953 Epoch 33 Batch 714/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.230, Loss: 0.874 Epoch 33 Batch 715/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.907 Epoch 33 Batch 716/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.858 Epoch 33 Batch 717/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.839 Epoch 33 Batch 718/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.893 Epoch 33 Batch 719/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.887 Epoch 33 Batch 720/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.862 Epoch 33 Batch 721/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.902 Epoch 33 Batch 722/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.873 Epoch 33 Batch 723/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.891 Epoch 33 Batch 724/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.877 Epoch 33 Batch 725/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.928 Epoch 33 Batch 726/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.855 Epoch 33 Batch 727/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.904 Epoch 33 Batch 728/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.931 Epoch 33 Batch 729/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.880 Epoch 33 Batch 730/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.946 Epoch 33 Batch 731/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.930 Epoch 33 Batch 732/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.980 Epoch 33 Batch 733/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.917 Epoch 33 Batch 734/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.231, Loss: 0.913 Epoch 33 Batch 735/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.869 Epoch 33 Batch 736/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.884 Epoch 33 Batch 737/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.928 Epoch 33 Batch 738/1077 - Train Accuracy: 0.289, Validation Accuracy: 0.230, Loss: 0.898 Epoch 33 Batch 739/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.822 Epoch 33 Batch 740/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.908 Epoch 33 Batch 741/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.891 Epoch 33 Batch 742/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.879 Epoch 33 Batch 743/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.891 Epoch 33 Batch 744/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.893 Epoch 33 Batch 745/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.932 Epoch 33 Batch 746/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.839 Epoch 33 Batch 747/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.786 Epoch 33 Batch 748/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.230, Loss: 0.857 Epoch 33 Batch 749/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.888 Epoch 33 Batch 750/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.829 Epoch 33 Batch 751/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.885 Epoch 33 Batch 752/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 1.009 Epoch 33 Batch 753/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.895 Epoch 33 Batch 754/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.891 Epoch 33 Batch 755/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.898 Epoch 33 Batch 756/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.873 Epoch 33 Batch 757/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.979 Epoch 33 Batch 758/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.921 Epoch 33 Batch 759/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.887 Epoch 33 Batch 760/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.910 Epoch 33 Batch 761/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.888 Epoch 33 Batch 762/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.890 Epoch 33 Batch 763/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.859 Epoch 33 Batch 764/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.885 Epoch 33 Batch 765/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.884 Epoch 33 Batch 766/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.872 Epoch 33 Batch 767/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.886 Epoch 33 Batch 768/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.884 Epoch 33 Batch 769/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.876 Epoch 33 Batch 770/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.845 Epoch 33 Batch 771/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.843 Epoch 33 Batch 772/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.833 Epoch 33 Batch 773/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.898 Epoch 33 Batch 774/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.929 Epoch 33 Batch 775/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.858 Epoch 33 Batch 776/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.898 Epoch 33 Batch 777/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.946 Epoch 33 Batch 778/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.843 Epoch 33 Batch 779/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.230, Loss: 0.871 Epoch 33 Batch 780/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.965 Epoch 33 Batch 781/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.875 Epoch 33 Batch 782/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.888 Epoch 33 Batch 783/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.947 Epoch 33 Batch 784/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.846 Epoch 33 Batch 785/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.945 Epoch 33 Batch 786/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.890 Epoch 33 Batch 787/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.909 Epoch 33 Batch 788/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.873 Epoch 33 Batch 789/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.894 Epoch 33 Batch 790/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.872 Epoch 33 Batch 791/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.875 Epoch 33 Batch 792/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.845 Epoch 33 Batch 793/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.889 Epoch 33 Batch 794/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.834 Epoch 33 Batch 795/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.834 Epoch 33 Batch 796/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.896 Epoch 33 Batch 797/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.866 Epoch 33 Batch 798/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.231, Loss: 0.915 Epoch 33 Batch 799/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 0.836 Epoch 33 Batch 800/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.862 Epoch 33 Batch 801/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.883 Epoch 33 Batch 802/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.899 Epoch 33 Batch 803/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.930 Epoch 33 Batch 804/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.826 Epoch 33 Batch 805/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.838 Epoch 33 Batch 806/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.942 Epoch 33 Batch 807/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.890 Epoch 33 Batch 808/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.865 Epoch 33 Batch 809/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.893 Epoch 33 Batch 810/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.908 Epoch 33 Batch 811/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.922 Epoch 33 Batch 812/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.928 Epoch 33 Batch 813/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.891 Epoch 33 Batch 814/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.965 Epoch 33 Batch 815/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.893 Epoch 33 Batch 816/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.824 Epoch 33 Batch 817/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.874 Epoch 33 Batch 818/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.919 Epoch 33 Batch 819/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.912 Epoch 33 Batch 820/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.930 Epoch 33 Batch 821/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.924 Epoch 33 Batch 822/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.838 Epoch 33 Batch 823/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.885 Epoch 33 Batch 824/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.905 Epoch 33 Batch 825/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.840 Epoch 33 Batch 826/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.866 Epoch 33 Batch 827/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.231, Loss: 0.857 Epoch 33 Batch 828/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.871 Epoch 33 Batch 829/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.914 Epoch 33 Batch 830/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.888 Epoch 33 Batch 831/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.231, Loss: 0.969 Epoch 33 Batch 832/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.830 Epoch 33 Batch 833/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.858 Epoch 33 Batch 834/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.232, Loss: 0.874 Epoch 33 Batch 835/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.879 Epoch 33 Batch 836/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.970 Epoch 33 Batch 837/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.912 Epoch 33 Batch 838/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.858 Epoch 33 Batch 839/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.914 Epoch 33 Batch 840/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.938 Epoch 33 Batch 841/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.894 Epoch 33 Batch 842/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.912 Epoch 33 Batch 843/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.843 Epoch 33 Batch 844/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.845 Epoch 33 Batch 845/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.849 Epoch 33 Batch 846/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.898 Epoch 33 Batch 847/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.893 Epoch 33 Batch 848/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.951 Epoch 33 Batch 849/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.929 Epoch 33 Batch 850/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.869 Epoch 33 Batch 851/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.902 Epoch 33 Batch 852/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.908 Epoch 33 Batch 853/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.940 Epoch 33 Batch 854/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.892 Epoch 33 Batch 855/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.902 Epoch 33 Batch 856/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.951 Epoch 33 Batch 857/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.908 Epoch 33 Batch 858/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.820 Epoch 33 Batch 859/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.231, Loss: 0.901 Epoch 33 Batch 860/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.947 Epoch 33 Batch 861/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.856 Epoch 33 Batch 862/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.869 Epoch 33 Batch 863/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.915 Epoch 33 Batch 864/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.916 Epoch 33 Batch 865/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.231, Loss: 0.910 Epoch 33 Batch 866/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.832 Epoch 33 Batch 867/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.896 Epoch 33 Batch 868/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.906 Epoch 33 Batch 869/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.920 Epoch 33 Batch 870/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.923 Epoch 33 Batch 871/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.893 Epoch 33 Batch 872/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.848 Epoch 33 Batch 873/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.866 Epoch 33 Batch 874/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.892 Epoch 33 Batch 875/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.927 Epoch 33 Batch 876/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.908 Epoch 33 Batch 877/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.924 Epoch 33 Batch 878/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.841 Epoch 33 Batch 879/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.986 Epoch 33 Batch 880/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.906 Epoch 33 Batch 881/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.882 Epoch 33 Batch 882/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.837 Epoch 33 Batch 883/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.917 Epoch 33 Batch 884/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.912 Epoch 33 Batch 885/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.231, Loss: 0.930 Epoch 33 Batch 886/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.869 Epoch 33 Batch 887/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.853 Epoch 33 Batch 888/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.953 Epoch 33 Batch 889/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.878 Epoch 33 Batch 890/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.231, Loss: 0.902 Epoch 33 Batch 891/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.890 Epoch 33 Batch 892/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.822 Epoch 33 Batch 893/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.927 Epoch 33 Batch 894/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.916 Epoch 33 Batch 895/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.939 Epoch 33 Batch 896/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.857 Epoch 33 Batch 897/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.880 Epoch 33 Batch 898/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.866 Epoch 33 Batch 899/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.797 Epoch 33 Batch 900/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.893 Epoch 33 Batch 901/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.971 Epoch 33 Batch 902/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.886 Epoch 33 Batch 903/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.842 Epoch 33 Batch 904/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.839 Epoch 33 Batch 905/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.835 Epoch 33 Batch 906/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.903 Epoch 33 Batch 907/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.894 Epoch 33 Batch 908/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.889 Epoch 33 Batch 909/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.915 Epoch 33 Batch 910/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.839 Epoch 33 Batch 911/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.231, Loss: 0.890 Epoch 33 Batch 912/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.931 Epoch 33 Batch 913/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.957 Epoch 33 Batch 914/1077 - Train Accuracy: 0.298, Validation Accuracy: 0.231, Loss: 0.922 Epoch 33 Batch 915/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.886 Epoch 33 Batch 916/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.928 Epoch 33 Batch 917/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.917 Epoch 33 Batch 918/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.926 Epoch 33 Batch 919/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.231, Loss: 0.920 Epoch 33 Batch 920/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.857 Epoch 33 Batch 921/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.828 Epoch 33 Batch 922/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.931 Epoch 33 Batch 923/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.231, Loss: 0.883 Epoch 33 Batch 924/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.231, Loss: 0.960 Epoch 33 Batch 925/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.880 Epoch 33 Batch 926/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.844 Epoch 33 Batch 927/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.231, Loss: 0.883 Epoch 33 Batch 928/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.921 Epoch 33 Batch 929/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.837 Epoch 33 Batch 930/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.879 Epoch 33 Batch 931/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.874 Epoch 33 Batch 932/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.892 Epoch 33 Batch 933/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.858 Epoch 33 Batch 934/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.858 Epoch 33 Batch 935/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.955 Epoch 33 Batch 936/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.906 Epoch 33 Batch 937/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.231, Loss: 0.965 Epoch 33 Batch 938/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.865 Epoch 33 Batch 939/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.924 Epoch 33 Batch 940/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.905 Epoch 33 Batch 941/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.865 Epoch 33 Batch 942/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.785 Epoch 33 Batch 943/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.890 Epoch 33 Batch 944/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.844 Epoch 33 Batch 945/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.900 Epoch 33 Batch 946/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.903 Epoch 33 Batch 947/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.896 Epoch 33 Batch 948/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.839 Epoch 33 Batch 949/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.871 Epoch 33 Batch 950/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.851 Epoch 33 Batch 951/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.880 Epoch 33 Batch 952/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.869 Epoch 33 Batch 953/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.918 Epoch 33 Batch 954/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.870 Epoch 33 Batch 955/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.906 Epoch 33 Batch 956/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.904 Epoch 33 Batch 957/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.870 Epoch 33 Batch 958/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.880 Epoch 33 Batch 959/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.892 Epoch 33 Batch 960/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.907 Epoch 33 Batch 961/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.906 Epoch 33 Batch 962/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.862 Epoch 33 Batch 963/1077 - Train Accuracy: 0.071, Validation Accuracy: 0.232, Loss: 0.942 Epoch 33 Batch 964/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.903 Epoch 33 Batch 965/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.232, Loss: 0.914 Epoch 33 Batch 966/1077 - Train Accuracy: 0.264, Validation Accuracy: 0.232, Loss: 0.899 Epoch 33 Batch 967/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.954 Epoch 33 Batch 968/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.900 Epoch 33 Batch 969/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.897 Epoch 33 Batch 970/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.885 Epoch 33 Batch 971/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.942 Epoch 33 Batch 972/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.887 Epoch 33 Batch 973/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.901 Epoch 33 Batch 974/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.914 Epoch 33 Batch 975/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.848 Epoch 33 Batch 976/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.902 Epoch 33 Batch 977/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.929 Epoch 33 Batch 978/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.883 Epoch 33 Batch 979/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.232, Loss: 0.926 Epoch 33 Batch 980/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.874 Epoch 33 Batch 981/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.847 Epoch 33 Batch 982/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.906 Epoch 33 Batch 983/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.904 Epoch 33 Batch 984/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.978 Epoch 33 Batch 985/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.969 Epoch 33 Batch 986/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.878 Epoch 33 Batch 987/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.881 Epoch 33 Batch 988/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.231, Loss: 0.881 Epoch 33 Batch 989/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.888 Epoch 33 Batch 990/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.231, Loss: 0.867 Epoch 33 Batch 991/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.231, Loss: 0.912 Epoch 33 Batch 992/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.848 Epoch 33 Batch 993/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.897 Epoch 33 Batch 994/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.898 Epoch 33 Batch 995/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.867 Epoch 33 Batch 996/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.858 Epoch 33 Batch 997/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.231, Loss: 0.854 Epoch 33 Batch 998/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.918 Epoch 33 Batch 999/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.939 Epoch 33 Batch 1000/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.902 Epoch 33 Batch 1001/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.231, Loss: 0.970 Epoch 33 Batch 1002/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.231, Loss: 0.899 Epoch 33 Batch 1003/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.924 Epoch 33 Batch 1004/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.940 Epoch 33 Batch 1005/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.952 Epoch 33 Batch 1006/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.895 Epoch 33 Batch 1007/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.888 Epoch 33 Batch 1008/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.875 Epoch 33 Batch 1009/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.897 Epoch 33 Batch 1010/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.887 Epoch 33 Batch 1011/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.843 Epoch 33 Batch 1012/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.231, Loss: 0.921 Epoch 33 Batch 1013/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.879 Epoch 33 Batch 1014/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.878 Epoch 33 Batch 1015/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.923 Epoch 33 Batch 1016/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.231, Loss: 0.907 Epoch 33 Batch 1017/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.231, Loss: 0.915 Epoch 33 Batch 1018/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.897 Epoch 33 Batch 1019/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.939 Epoch 33 Batch 1020/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.858 Epoch 33 Batch 1021/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.890 Epoch 33 Batch 1022/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.851 Epoch 33 Batch 1023/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.231, Loss: 0.887 Epoch 33 Batch 1024/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.881 Epoch 33 Batch 1025/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.865 Epoch 33 Batch 1026/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.914 Epoch 33 Batch 1027/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.925 Epoch 33 Batch 1028/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.231, Loss: 0.914 Epoch 33 Batch 1029/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.865 Epoch 33 Batch 1030/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.878 Epoch 33 Batch 1031/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.912 Epoch 33 Batch 1032/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.884 Epoch 33 Batch 1033/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.924 Epoch 33 Batch 1034/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 0.882 Epoch 33 Batch 1035/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.875 Epoch 33 Batch 1036/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.874 Epoch 33 Batch 1037/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.232, Loss: 0.888 Epoch 33 Batch 1038/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.891 Epoch 33 Batch 1039/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.888 Epoch 33 Batch 1040/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.884 Epoch 33 Batch 1041/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.908 Epoch 33 Batch 1042/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.842 Epoch 33 Batch 1043/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.231, Loss: 0.859 Epoch 33 Batch 1044/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.929 Epoch 33 Batch 1045/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.907 Epoch 33 Batch 1046/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.925 Epoch 33 Batch 1047/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.909 Epoch 33 Batch 1048/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.939 Epoch 33 Batch 1049/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.918 Epoch 33 Batch 1050/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.916 Epoch 33 Batch 1051/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.865 Epoch 33 Batch 1052/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.919 Epoch 33 Batch 1053/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.874 Epoch 33 Batch 1054/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.896 Epoch 33 Batch 1055/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.948 Epoch 33 Batch 1056/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.939 Epoch 33 Batch 1057/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 1.004 Epoch 33 Batch 1058/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.903 Epoch 33 Batch 1059/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.899 Epoch 33 Batch 1060/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.862 Epoch 33 Batch 1061/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.881 Epoch 33 Batch 1062/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.896 Epoch 33 Batch 1063/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.931 Epoch 33 Batch 1064/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.910 Epoch 33 Batch 1065/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.918 Epoch 33 Batch 1066/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.908 Epoch 33 Batch 1067/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.884 Epoch 33 Batch 1068/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.877 Epoch 33 Batch 1069/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.872 Epoch 33 Batch 1070/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.896 Epoch 33 Batch 1071/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.911 Epoch 33 Batch 1072/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.925 Epoch 33 Batch 1073/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.912 Epoch 33 Batch 1074/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.911 Epoch 33 Batch 1075/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.884 Epoch 34 Batch 0/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.902 Epoch 34 Batch 1/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.838 Epoch 34 Batch 2/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.842 Epoch 34 Batch 3/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.845 Epoch 34 Batch 4/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.883 Epoch 34 Batch 5/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.945 Epoch 34 Batch 6/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.889 Epoch 34 Batch 7/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.231, Loss: 0.887 Epoch 34 Batch 8/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.881 Epoch 34 Batch 9/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.829 Epoch 34 Batch 10/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.231, Loss: 0.914 Epoch 34 Batch 11/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.981 Epoch 34 Batch 12/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.880 Epoch 34 Batch 13/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.231, Loss: 0.975 Epoch 34 Batch 14/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.835 Epoch 34 Batch 15/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.887 Epoch 34 Batch 16/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.909 Epoch 34 Batch 17/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.880 Epoch 34 Batch 18/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.888 Epoch 34 Batch 19/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.933 Epoch 34 Batch 20/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.860 Epoch 34 Batch 21/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.854 Epoch 34 Batch 22/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.919 Epoch 34 Batch 23/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.924 Epoch 34 Batch 24/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.862 Epoch 34 Batch 25/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.888 Epoch 34 Batch 26/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.921 Epoch 34 Batch 27/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.830 Epoch 34 Batch 28/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.876 Epoch 34 Batch 29/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.932 Epoch 34 Batch 30/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.942 Epoch 34 Batch 31/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.873 Epoch 34 Batch 32/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.967 Epoch 34 Batch 33/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.854 Epoch 34 Batch 34/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.896 Epoch 34 Batch 35/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.890 Epoch 34 Batch 36/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.892 Epoch 34 Batch 37/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.842 Epoch 34 Batch 38/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.232, Loss: 0.887 Epoch 34 Batch 39/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.851 Epoch 34 Batch 40/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.889 Epoch 34 Batch 41/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.899 Epoch 34 Batch 42/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.887 Epoch 34 Batch 43/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.806 Epoch 34 Batch 44/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.873 Epoch 34 Batch 45/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.887 Epoch 34 Batch 46/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.951 Epoch 34 Batch 47/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.867 Epoch 34 Batch 48/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.834 Epoch 34 Batch 49/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.232, Loss: 0.883 Epoch 34 Batch 50/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.878 Epoch 34 Batch 51/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.862 Epoch 34 Batch 52/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.872 Epoch 34 Batch 53/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.231, Loss: 0.917 Epoch 34 Batch 54/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.945 Epoch 34 Batch 55/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.905 Epoch 34 Batch 56/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.900 Epoch 34 Batch 57/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.231, Loss: 0.947 Epoch 34 Batch 58/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.841 Epoch 34 Batch 59/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.884 Epoch 34 Batch 60/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.897 Epoch 34 Batch 61/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.868 Epoch 34 Batch 62/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.866 Epoch 34 Batch 63/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.898 Epoch 34 Batch 64/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.966 Epoch 34 Batch 65/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.832 Epoch 34 Batch 66/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.231, Loss: 0.854 Epoch 34 Batch 67/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.873 Epoch 34 Batch 68/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.903 Epoch 34 Batch 69/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.873 Epoch 34 Batch 70/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.975 Epoch 34 Batch 71/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.894 Epoch 34 Batch 72/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.889 Epoch 34 Batch 73/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.890 Epoch 34 Batch 74/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.860 Epoch 34 Batch 75/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.905 Epoch 34 Batch 76/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.832 Epoch 34 Batch 77/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.882 Epoch 34 Batch 78/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.231, Loss: 0.916 Epoch 34 Batch 79/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.924 Epoch 34 Batch 80/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.933 Epoch 34 Batch 81/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.231, Loss: 0.892 Epoch 34 Batch 82/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.231, Loss: 0.880 Epoch 34 Batch 83/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.864 Epoch 34 Batch 84/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.899 Epoch 34 Batch 85/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.909 Epoch 34 Batch 86/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.951 Epoch 34 Batch 87/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.888 Epoch 34 Batch 88/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.898 Epoch 34 Batch 89/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.941 Epoch 34 Batch 90/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.928 Epoch 34 Batch 91/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.849 Epoch 34 Batch 92/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.898 Epoch 34 Batch 93/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.906 Epoch 34 Batch 94/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.862 Epoch 34 Batch 95/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.874 Epoch 34 Batch 96/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.874 Epoch 34 Batch 97/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.892 Epoch 34 Batch 98/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.908 Epoch 34 Batch 99/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.906 Epoch 34 Batch 100/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.866 Epoch 34 Batch 101/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.877 Epoch 34 Batch 102/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.229, Loss: 0.919 Epoch 34 Batch 103/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.229, Loss: 0.865 Epoch 34 Batch 104/1077 - Train Accuracy: 0.101, Validation Accuracy: 0.229, Loss: 0.833 Epoch 34 Batch 105/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.229, Loss: 0.913 Epoch 34 Batch 106/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.230, Loss: 0.898 Epoch 34 Batch 107/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.230, Loss: 0.913 Epoch 34 Batch 108/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.230, Loss: 0.854 Epoch 34 Batch 109/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.879 Epoch 34 Batch 110/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.230, Loss: 0.825 Epoch 34 Batch 111/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.883 Epoch 34 Batch 112/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.894 Epoch 34 Batch 113/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.873 Epoch 34 Batch 114/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.831 Epoch 34 Batch 115/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.891 Epoch 34 Batch 116/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.884 Epoch 34 Batch 117/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.912 Epoch 34 Batch 118/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 0.847 Epoch 34 Batch 119/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.893 Epoch 34 Batch 120/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.849 Epoch 34 Batch 121/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.869 Epoch 34 Batch 122/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.868 Epoch 34 Batch 123/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.925 Epoch 34 Batch 124/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.885 Epoch 34 Batch 125/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.904 Epoch 34 Batch 126/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.885 Epoch 34 Batch 127/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.920 Epoch 34 Batch 128/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.915 Epoch 34 Batch 129/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.917 Epoch 34 Batch 130/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.231, Loss: 0.898 Epoch 34 Batch 131/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.976 Epoch 34 Batch 132/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.862 Epoch 34 Batch 133/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.231, Loss: 0.792 Epoch 34 Batch 134/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.867 Epoch 34 Batch 135/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.231, Loss: 0.868 Epoch 34 Batch 136/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.875 Epoch 34 Batch 137/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.963 Epoch 34 Batch 138/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.881 Epoch 34 Batch 139/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.921 Epoch 34 Batch 140/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.849 Epoch 34 Batch 141/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.922 Epoch 34 Batch 142/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.896 Epoch 34 Batch 143/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.886 Epoch 34 Batch 144/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.898 Epoch 34 Batch 145/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.876 Epoch 34 Batch 146/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.895 Epoch 34 Batch 147/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.908 Epoch 34 Batch 148/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.954 Epoch 34 Batch 149/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.930 Epoch 34 Batch 150/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.858 Epoch 34 Batch 151/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.904 Epoch 34 Batch 152/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.811 Epoch 34 Batch 153/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.894 Epoch 34 Batch 154/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.864 Epoch 34 Batch 155/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.878 Epoch 34 Batch 156/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.833 Epoch 34 Batch 157/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.972 Epoch 34 Batch 158/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.917 Epoch 34 Batch 159/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.893 Epoch 34 Batch 160/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.886 Epoch 34 Batch 161/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.913 Epoch 34 Batch 162/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.924 Epoch 34 Batch 163/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.940 Epoch 34 Batch 164/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.880 Epoch 34 Batch 165/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.871 Epoch 34 Batch 166/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.888 Epoch 34 Batch 167/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.854 Epoch 34 Batch 168/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.231, Loss: 0.872 Epoch 34 Batch 169/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.827 Epoch 34 Batch 170/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.873 Epoch 34 Batch 171/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.231, Loss: 0.856 Epoch 34 Batch 172/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.942 Epoch 34 Batch 173/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.866 Epoch 34 Batch 174/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.894 Epoch 34 Batch 175/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.860 Epoch 34 Batch 176/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.875 Epoch 34 Batch 177/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.907 Epoch 34 Batch 178/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.848 Epoch 34 Batch 179/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.231, Loss: 0.857 Epoch 34 Batch 180/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.860 Epoch 34 Batch 181/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.887 Epoch 34 Batch 182/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.856 Epoch 34 Batch 183/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.916 Epoch 34 Batch 184/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.966 Epoch 34 Batch 185/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.909 Epoch 34 Batch 186/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.231, Loss: 0.896 Epoch 34 Batch 187/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.920 Epoch 34 Batch 188/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.907 Epoch 34 Batch 189/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.895 Epoch 34 Batch 190/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.874 Epoch 34 Batch 191/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.231, Loss: 0.848 Epoch 34 Batch 192/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.900 Epoch 34 Batch 193/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.878 Epoch 34 Batch 194/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.907 Epoch 34 Batch 195/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.880 Epoch 34 Batch 196/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.909 Epoch 34 Batch 197/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.861 Epoch 34 Batch 198/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.904 Epoch 34 Batch 199/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.869 Epoch 34 Batch 200/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.850 Epoch 34 Batch 201/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.813 Epoch 34 Batch 202/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.895 Epoch 34 Batch 203/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.963 Epoch 34 Batch 204/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.876 Epoch 34 Batch 205/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.868 Epoch 34 Batch 206/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.870 Epoch 34 Batch 207/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.914 Epoch 34 Batch 208/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.876 Epoch 34 Batch 209/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.863 Epoch 34 Batch 210/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.231, Loss: 0.912 Epoch 34 Batch 211/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.879 Epoch 34 Batch 212/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.881 Epoch 34 Batch 213/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.907 Epoch 34 Batch 214/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.934 Epoch 34 Batch 215/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.853 Epoch 34 Batch 216/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.879 Epoch 34 Batch 217/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.845 Epoch 34 Batch 218/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.231, Loss: 0.965 Epoch 34 Batch 219/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.231, Loss: 0.877 Epoch 34 Batch 220/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.919 Epoch 34 Batch 221/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.920 Epoch 34 Batch 222/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.903 Epoch 34 Batch 223/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.831 Epoch 34 Batch 224/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.928 Epoch 34 Batch 225/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.937 Epoch 34 Batch 226/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.878 Epoch 34 Batch 227/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.232, Loss: 0.887 Epoch 34 Batch 228/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.866 Epoch 34 Batch 229/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.932 Epoch 34 Batch 230/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.923 Epoch 34 Batch 231/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.922 Epoch 34 Batch 232/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.900 Epoch 34 Batch 233/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.875 Epoch 34 Batch 234/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.883 Epoch 34 Batch 235/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.852 Epoch 34 Batch 236/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.879 Epoch 34 Batch 237/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.885 Epoch 34 Batch 238/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.231, Loss: 0.854 Epoch 34 Batch 239/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.231, Loss: 0.904 Epoch 34 Batch 240/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.832 Epoch 34 Batch 241/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.907 Epoch 34 Batch 242/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.894 Epoch 34 Batch 243/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.860 Epoch 34 Batch 244/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.231, Loss: 0.842 Epoch 34 Batch 245/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.934 Epoch 34 Batch 246/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.915 Epoch 34 Batch 247/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.895 Epoch 34 Batch 248/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.877 Epoch 34 Batch 249/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.855 Epoch 34 Batch 250/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.231, Loss: 0.945 Epoch 34 Batch 251/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.907 Epoch 34 Batch 252/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.942 Epoch 34 Batch 253/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.230, Loss: 0.941 Epoch 34 Batch 254/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.905 Epoch 34 Batch 255/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.888 Epoch 34 Batch 256/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.951 Epoch 34 Batch 257/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.854 Epoch 34 Batch 258/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.894 Epoch 34 Batch 259/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.862 Epoch 34 Batch 260/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.896 Epoch 34 Batch 261/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.231, Loss: 0.908 Epoch 34 Batch 262/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.870 Epoch 34 Batch 263/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.231, Loss: 0.860 Epoch 34 Batch 264/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.829 Epoch 34 Batch 265/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.866 Epoch 34 Batch 266/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.882 Epoch 34 Batch 267/1077 - Train Accuracy: 0.223, Validation Accuracy: 0.231, Loss: 0.870 Epoch 34 Batch 268/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.901 Epoch 34 Batch 269/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.919 Epoch 34 Batch 270/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.920 Epoch 34 Batch 271/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.814 Epoch 34 Batch 272/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.900 Epoch 34 Batch 273/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.881 Epoch 34 Batch 274/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.887 Epoch 34 Batch 275/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.867 Epoch 34 Batch 276/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.880 Epoch 34 Batch 277/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.910 Epoch 34 Batch 278/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.934 Epoch 34 Batch 279/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.923 Epoch 34 Batch 280/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.878 Epoch 34 Batch 281/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.880 Epoch 34 Batch 282/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.948 Epoch 34 Batch 283/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.825 Epoch 34 Batch 284/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.872 Epoch 34 Batch 285/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.936 Epoch 34 Batch 286/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.870 Epoch 34 Batch 287/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.863 Epoch 34 Batch 288/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.897 Epoch 34 Batch 289/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.843 Epoch 34 Batch 290/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.958 Epoch 34 Batch 291/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.919 Epoch 34 Batch 292/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.890 Epoch 34 Batch 293/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.902 Epoch 34 Batch 294/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.231, Loss: 0.876 Epoch 34 Batch 295/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.927 Epoch 34 Batch 296/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.851 Epoch 34 Batch 297/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.932 Epoch 34 Batch 298/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.922 Epoch 34 Batch 299/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.879 Epoch 34 Batch 300/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.935 Epoch 34 Batch 301/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.849 Epoch 34 Batch 302/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.930 Epoch 34 Batch 303/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 0.900 Epoch 34 Batch 304/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.932 Epoch 34 Batch 305/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.933 Epoch 34 Batch 306/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.971 Epoch 34 Batch 307/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.819 Epoch 34 Batch 308/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.906 Epoch 34 Batch 309/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.870 Epoch 34 Batch 310/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.936 Epoch 34 Batch 311/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.231, Loss: 0.907 Epoch 34 Batch 312/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.891 Epoch 34 Batch 313/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.944 Epoch 34 Batch 314/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.842 Epoch 34 Batch 315/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.895 Epoch 34 Batch 316/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.898 Epoch 34 Batch 317/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.969 Epoch 34 Batch 318/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.835 Epoch 34 Batch 319/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.904 Epoch 34 Batch 320/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.955 Epoch 34 Batch 321/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.894 Epoch 34 Batch 322/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.232, Loss: 0.927 Epoch 34 Batch 323/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.845 Epoch 34 Batch 324/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.858 Epoch 34 Batch 325/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.862 Epoch 34 Batch 326/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.851 Epoch 34 Batch 327/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.910 Epoch 34 Batch 328/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.926 Epoch 34 Batch 329/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.900 Epoch 34 Batch 330/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.916 Epoch 34 Batch 331/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.910 Epoch 34 Batch 332/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.846 Epoch 34 Batch 333/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.904 Epoch 34 Batch 334/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.856 Epoch 34 Batch 335/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.902 Epoch 34 Batch 336/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.884 Epoch 34 Batch 337/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.919 Epoch 34 Batch 338/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.834 Epoch 34 Batch 339/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.868 Epoch 34 Batch 340/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.870 Epoch 34 Batch 341/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.941 Epoch 34 Batch 342/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.872 Epoch 34 Batch 343/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.943 Epoch 34 Batch 344/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.844 Epoch 34 Batch 345/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.926 Epoch 34 Batch 346/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.896 Epoch 34 Batch 347/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.923 Epoch 34 Batch 348/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.847 Epoch 34 Batch 349/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.919 Epoch 34 Batch 350/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.847 Epoch 34 Batch 351/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.876 Epoch 34 Batch 352/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.904 Epoch 34 Batch 353/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.839 Epoch 34 Batch 354/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.920 Epoch 34 Batch 355/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.866 Epoch 34 Batch 356/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.959 Epoch 34 Batch 357/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.855 Epoch 34 Batch 358/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.231, Loss: 0.835 Epoch 34 Batch 359/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.888 Epoch 34 Batch 360/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.889 Epoch 34 Batch 361/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.821 Epoch 34 Batch 362/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.930 Epoch 34 Batch 363/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.857 Epoch 34 Batch 364/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.891 Epoch 34 Batch 365/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.899 Epoch 34 Batch 366/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.903 Epoch 34 Batch 367/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.903 Epoch 34 Batch 368/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.921 Epoch 34 Batch 369/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.936 Epoch 34 Batch 370/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.231, Loss: 0.905 Epoch 34 Batch 371/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.864 Epoch 34 Batch 372/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.900 Epoch 34 Batch 373/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.910 Epoch 34 Batch 374/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.817 Epoch 34 Batch 375/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.232, Loss: 0.898 Epoch 34 Batch 376/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.232, Loss: 0.842 Epoch 34 Batch 377/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.889 Epoch 34 Batch 378/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.914 Epoch 34 Batch 379/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.878 Epoch 34 Batch 380/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.887 Epoch 34 Batch 381/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.939 Epoch 34 Batch 382/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.859 Epoch 34 Batch 383/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.890 Epoch 34 Batch 384/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.876 Epoch 34 Batch 385/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.956 Epoch 34 Batch 386/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.864 Epoch 34 Batch 387/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.919 Epoch 34 Batch 388/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.232, Loss: 0.804 Epoch 34 Batch 389/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.924 Epoch 34 Batch 390/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.860 Epoch 34 Batch 391/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.907 Epoch 34 Batch 392/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.879 Epoch 34 Batch 393/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.920 Epoch 34 Batch 394/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.875 Epoch 34 Batch 395/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.931 Epoch 34 Batch 396/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.902 Epoch 34 Batch 397/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.883 Epoch 34 Batch 398/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.913 Epoch 34 Batch 399/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.896 Epoch 34 Batch 400/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.925 Epoch 34 Batch 401/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.854 Epoch 34 Batch 402/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.884 Epoch 34 Batch 403/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.943 Epoch 34 Batch 404/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.854 Epoch 34 Batch 405/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.896 Epoch 34 Batch 406/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.231, Loss: 0.844 Epoch 34 Batch 407/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.907 Epoch 34 Batch 408/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.852 Epoch 34 Batch 409/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.848 Epoch 34 Batch 410/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.231, Loss: 0.925 Epoch 34 Batch 411/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.915 Epoch 34 Batch 412/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.876 Epoch 34 Batch 413/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.873 Epoch 34 Batch 414/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.842 Epoch 34 Batch 415/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.819 Epoch 34 Batch 416/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.887 Epoch 34 Batch 417/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.844 Epoch 34 Batch 418/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.828 Epoch 34 Batch 419/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.925 Epoch 34 Batch 420/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.900 Epoch 34 Batch 421/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.930 Epoch 34 Batch 422/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.931 Epoch 34 Batch 423/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.861 Epoch 34 Batch 424/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.850 Epoch 34 Batch 425/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.869 Epoch 34 Batch 426/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.877 Epoch 34 Batch 427/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.927 Epoch 34 Batch 428/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.232, Loss: 0.965 Epoch 34 Batch 429/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.909 Epoch 34 Batch 430/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.892 Epoch 34 Batch 431/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.891 Epoch 34 Batch 432/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.925 Epoch 34 Batch 433/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.910 Epoch 34 Batch 434/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.860 Epoch 34 Batch 435/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.831 Epoch 34 Batch 436/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.892 Epoch 34 Batch 437/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.909 Epoch 34 Batch 438/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.863 Epoch 34 Batch 439/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.882 Epoch 34 Batch 440/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.913 Epoch 34 Batch 441/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.932 Epoch 34 Batch 442/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.933 Epoch 34 Batch 443/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.906 Epoch 34 Batch 444/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.906 Epoch 34 Batch 445/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.928 Epoch 34 Batch 446/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.896 Epoch 34 Batch 447/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.837 Epoch 34 Batch 448/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.859 Epoch 34 Batch 449/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.917 Epoch 34 Batch 450/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.863 Epoch 34 Batch 451/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.910 Epoch 34 Batch 452/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.933 Epoch 34 Batch 453/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.915 Epoch 34 Batch 454/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.917 Epoch 34 Batch 455/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.230, Loss: 0.852 Epoch 34 Batch 456/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.889 Epoch 34 Batch 457/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.909 Epoch 34 Batch 458/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.231, Loss: 0.903 Epoch 34 Batch 459/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.880 Epoch 34 Batch 460/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.910 Epoch 34 Batch 461/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.848 Epoch 34 Batch 462/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.878 Epoch 34 Batch 463/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.923 Epoch 34 Batch 464/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.926 Epoch 34 Batch 465/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.911 Epoch 34 Batch 466/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.855 Epoch 34 Batch 467/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.873 Epoch 34 Batch 468/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.866 Epoch 34 Batch 469/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.791 Epoch 34 Batch 470/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.906 Epoch 34 Batch 471/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.897 Epoch 34 Batch 472/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.916 Epoch 34 Batch 473/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.888 Epoch 34 Batch 474/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.889 Epoch 34 Batch 475/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.927 Epoch 34 Batch 476/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.836 Epoch 34 Batch 477/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.232, Loss: 0.888 Epoch 34 Batch 478/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.847 Epoch 34 Batch 479/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.881 Epoch 34 Batch 480/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.844 Epoch 34 Batch 481/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.852 Epoch 34 Batch 482/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.872 Epoch 34 Batch 483/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.854 Epoch 34 Batch 484/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.866 Epoch 34 Batch 485/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.905 Epoch 34 Batch 486/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.884 Epoch 34 Batch 487/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.940 Epoch 34 Batch 488/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.853 Epoch 34 Batch 489/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.919 Epoch 34 Batch 490/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.902 Epoch 34 Batch 491/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.909 Epoch 34 Batch 492/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.879 Epoch 34 Batch 493/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.924 Epoch 34 Batch 494/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.879 Epoch 34 Batch 495/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.841 Epoch 34 Batch 496/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.938 Epoch 34 Batch 497/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.921 Epoch 34 Batch 498/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.876 Epoch 34 Batch 499/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.920 Epoch 34 Batch 500/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.908 Epoch 34 Batch 501/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.909 Epoch 34 Batch 502/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.891 Epoch 34 Batch 503/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.868 Epoch 34 Batch 504/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.928 Epoch 34 Batch 505/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.937 Epoch 34 Batch 506/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.884 Epoch 34 Batch 507/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.907 Epoch 34 Batch 508/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.867 Epoch 34 Batch 509/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.918 Epoch 34 Batch 510/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.888 Epoch 34 Batch 511/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.231, Loss: 0.864 Epoch 34 Batch 512/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.892 Epoch 34 Batch 513/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.886 Epoch 34 Batch 514/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.874 Epoch 34 Batch 515/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.846 Epoch 34 Batch 516/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.919 Epoch 34 Batch 517/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.934 Epoch 34 Batch 518/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.898 Epoch 34 Batch 519/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.904 Epoch 34 Batch 520/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.887 Epoch 34 Batch 521/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.916 Epoch 34 Batch 522/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.882 Epoch 34 Batch 523/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.908 Epoch 34 Batch 524/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.916 Epoch 34 Batch 525/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.845 Epoch 34 Batch 526/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.939 Epoch 34 Batch 527/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.875 Epoch 34 Batch 528/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.922 Epoch 34 Batch 529/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.890 Epoch 34 Batch 530/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.863 Epoch 34 Batch 531/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.865 Epoch 34 Batch 532/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.862 Epoch 34 Batch 533/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.908 Epoch 34 Batch 534/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.900 Epoch 34 Batch 535/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.891 Epoch 34 Batch 536/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.931 Epoch 34 Batch 537/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.916 Epoch 34 Batch 538/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.874 Epoch 34 Batch 539/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.931 Epoch 34 Batch 540/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.875 Epoch 34 Batch 541/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.849 Epoch 34 Batch 542/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.849 Epoch 34 Batch 543/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.885 Epoch 34 Batch 544/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.911 Epoch 34 Batch 545/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.911 Epoch 34 Batch 546/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.841 Epoch 34 Batch 547/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.882 Epoch 34 Batch 548/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.935 Epoch 34 Batch 549/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.958 Epoch 34 Batch 550/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.944 Epoch 34 Batch 551/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.836 Epoch 34 Batch 552/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.931 Epoch 34 Batch 553/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.947 Epoch 34 Batch 554/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.231, Loss: 0.936 Epoch 34 Batch 555/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.937 Epoch 34 Batch 556/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.885 Epoch 34 Batch 557/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.859 Epoch 34 Batch 558/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.903 Epoch 34 Batch 559/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.836 Epoch 34 Batch 560/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.902 Epoch 34 Batch 561/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.901 Epoch 34 Batch 562/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.889 Epoch 34 Batch 563/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.873 Epoch 34 Batch 564/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.859 Epoch 34 Batch 565/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.947 Epoch 34 Batch 566/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.865 Epoch 34 Batch 567/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.889 Epoch 34 Batch 568/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.912 Epoch 34 Batch 569/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.942 Epoch 34 Batch 570/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.931 Epoch 34 Batch 571/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.939 Epoch 34 Batch 572/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.856 Epoch 34 Batch 573/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.928 Epoch 34 Batch 574/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.943 Epoch 34 Batch 575/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.840 Epoch 34 Batch 576/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.895 Epoch 34 Batch 577/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.898 Epoch 34 Batch 578/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.799 Epoch 34 Batch 579/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.830 Epoch 34 Batch 580/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.816 Epoch 34 Batch 581/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.877 Epoch 34 Batch 582/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.871 Epoch 34 Batch 583/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.888 Epoch 34 Batch 584/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.908 Epoch 34 Batch 585/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.871 Epoch 34 Batch 586/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.896 Epoch 34 Batch 587/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.883 Epoch 34 Batch 588/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.899 Epoch 34 Batch 589/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.892 Epoch 34 Batch 590/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.880 Epoch 34 Batch 591/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.231, Loss: 0.881 Epoch 34 Batch 592/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.904 Epoch 34 Batch 593/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.925 Epoch 34 Batch 594/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.882 Epoch 34 Batch 595/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.866 Epoch 34 Batch 596/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.918 Epoch 34 Batch 597/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 0.877 Epoch 34 Batch 598/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.864 Epoch 34 Batch 599/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.896 Epoch 34 Batch 600/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.884 Epoch 34 Batch 601/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.231, Loss: 0.923 Epoch 34 Batch 602/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.859 Epoch 34 Batch 603/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.876 Epoch 34 Batch 604/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.982 Epoch 34 Batch 605/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.866 Epoch 34 Batch 606/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.839 Epoch 34 Batch 607/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.230, Loss: 0.911 Epoch 34 Batch 608/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.956 Epoch 34 Batch 609/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.919 Epoch 34 Batch 610/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.926 Epoch 34 Batch 611/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.830 Epoch 34 Batch 612/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.819 Epoch 34 Batch 613/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.885 Epoch 34 Batch 614/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.882 Epoch 34 Batch 615/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.867 Epoch 34 Batch 616/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.898 Epoch 34 Batch 617/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.894 Epoch 34 Batch 618/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.869 Epoch 34 Batch 619/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.232, Loss: 0.889 Epoch 34 Batch 620/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.852 Epoch 34 Batch 621/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.969 Epoch 34 Batch 622/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.896 Epoch 34 Batch 623/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.906 Epoch 34 Batch 624/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.900 Epoch 34 Batch 625/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.879 Epoch 34 Batch 626/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.231, Loss: 0.864 Epoch 34 Batch 627/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.837 Epoch 34 Batch 628/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.862 Epoch 34 Batch 629/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.910 Epoch 34 Batch 630/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.882 Epoch 34 Batch 631/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.854 Epoch 34 Batch 632/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.930 Epoch 34 Batch 633/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.924 Epoch 34 Batch 634/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.902 Epoch 34 Batch 635/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.956 Epoch 34 Batch 636/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.856 Epoch 34 Batch 637/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.975 Epoch 34 Batch 638/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.859 Epoch 34 Batch 639/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.836 Epoch 34 Batch 640/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.231, Loss: 0.868 Epoch 34 Batch 641/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.899 Epoch 34 Batch 642/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.865 Epoch 34 Batch 643/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.930 Epoch 34 Batch 644/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.843 Epoch 34 Batch 645/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.885 Epoch 34 Batch 646/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.806 Epoch 34 Batch 647/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.914 Epoch 34 Batch 648/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.905 Epoch 34 Batch 649/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.889 Epoch 34 Batch 650/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.907 Epoch 34 Batch 651/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.848 Epoch 34 Batch 652/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.924 Epoch 34 Batch 653/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.903 Epoch 34 Batch 654/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.867 Epoch 34 Batch 655/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.959 Epoch 34 Batch 656/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.866 Epoch 34 Batch 657/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.879 Epoch 34 Batch 658/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.935 Epoch 34 Batch 659/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.230, Loss: 0.904 Epoch 34 Batch 660/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.844 Epoch 34 Batch 661/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.928 Epoch 34 Batch 662/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.826 Epoch 34 Batch 663/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.870 Epoch 34 Batch 664/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.865 Epoch 34 Batch 665/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.903 Epoch 34 Batch 666/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.231, Loss: 0.908 Epoch 34 Batch 667/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.898 Epoch 34 Batch 668/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.896 Epoch 34 Batch 669/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.230, Loss: 0.873 Epoch 34 Batch 670/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.230, Loss: 0.887 Epoch 34 Batch 671/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.833 Epoch 34 Batch 672/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.886 Epoch 34 Batch 673/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.910 Epoch 34 Batch 674/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.858 Epoch 34 Batch 675/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.898 Epoch 34 Batch 676/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.231, Loss: 0.879 Epoch 34 Batch 677/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.928 Epoch 34 Batch 678/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.843 Epoch 34 Batch 679/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.867 Epoch 34 Batch 680/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.903 Epoch 34 Batch 681/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.871 Epoch 34 Batch 682/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.230, Loss: 0.884 Epoch 34 Batch 683/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.956 Epoch 34 Batch 684/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.850 Epoch 34 Batch 685/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.866 Epoch 34 Batch 686/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.892 Epoch 34 Batch 687/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.842 Epoch 34 Batch 688/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.900 Epoch 34 Batch 689/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.887 Epoch 34 Batch 690/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.892 Epoch 34 Batch 691/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.858 Epoch 34 Batch 692/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.860 Epoch 34 Batch 693/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.962 Epoch 34 Batch 694/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.915 Epoch 34 Batch 695/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.854 Epoch 34 Batch 696/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.880 Epoch 34 Batch 697/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.870 Epoch 34 Batch 698/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.907 Epoch 34 Batch 699/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.231, Loss: 0.837 Epoch 34 Batch 700/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.917 Epoch 34 Batch 701/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.867 Epoch 34 Batch 702/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.933 Epoch 34 Batch 703/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.866 Epoch 34 Batch 704/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.945 Epoch 34 Batch 705/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.908 Epoch 34 Batch 706/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.978 Epoch 34 Batch 707/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.846 Epoch 34 Batch 708/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.847 Epoch 34 Batch 709/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.915 Epoch 34 Batch 710/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.859 Epoch 34 Batch 711/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.882 Epoch 34 Batch 712/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.907 Epoch 34 Batch 713/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.232, Loss: 0.861 Epoch 34 Batch 714/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.232, Loss: 0.917 Epoch 34 Batch 715/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.895 Epoch 34 Batch 716/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.925 Epoch 34 Batch 717/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.231, Loss: 0.846 Epoch 34 Batch 718/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.827 Epoch 34 Batch 719/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.899 Epoch 34 Batch 720/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.852 Epoch 34 Batch 721/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.823 Epoch 34 Batch 722/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.829 Epoch 34 Batch 723/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.871 Epoch 34 Batch 724/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.899 Epoch 34 Batch 725/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.231, Loss: 0.848 Epoch 34 Batch 726/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.865 Epoch 34 Batch 727/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.796 Epoch 34 Batch 728/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.941 Epoch 34 Batch 729/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.896 Epoch 34 Batch 730/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.884 Epoch 34 Batch 731/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.231, Loss: 0.878 Epoch 34 Batch 732/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.930 Epoch 34 Batch 733/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.896 Epoch 34 Batch 734/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 0.880 Epoch 34 Batch 735/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.856 Epoch 34 Batch 736/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.908 Epoch 34 Batch 737/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.878 Epoch 34 Batch 738/1077 - Train Accuracy: 0.289, Validation Accuracy: 0.231, Loss: 0.847 Epoch 34 Batch 739/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.876 Epoch 34 Batch 740/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.889 Epoch 34 Batch 741/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.944 Epoch 34 Batch 742/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.837 Epoch 34 Batch 743/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.866 Epoch 34 Batch 744/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.942 Epoch 34 Batch 745/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.945 Epoch 34 Batch 746/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.937 Epoch 34 Batch 747/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.882 Epoch 34 Batch 748/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.856 Epoch 34 Batch 749/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.904 Epoch 34 Batch 750/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.917 Epoch 34 Batch 751/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.841 Epoch 34 Batch 752/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.884 Epoch 34 Batch 753/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.832 Epoch 34 Batch 754/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.851 Epoch 34 Batch 755/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.921 Epoch 34 Batch 756/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.900 Epoch 34 Batch 757/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.893 Epoch 34 Batch 758/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.836 Epoch 34 Batch 759/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.869 Epoch 34 Batch 760/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.932 Epoch 34 Batch 761/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.971 Epoch 34 Batch 762/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.902 Epoch 34 Batch 763/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.888 Epoch 34 Batch 764/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.916 Epoch 34 Batch 765/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.903 Epoch 34 Batch 766/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.838 Epoch 34 Batch 767/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.944 Epoch 34 Batch 768/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.890 Epoch 34 Batch 769/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.871 Epoch 34 Batch 770/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.906 Epoch 34 Batch 771/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.908 Epoch 34 Batch 772/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.927 Epoch 34 Batch 773/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.942 Epoch 34 Batch 774/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.908 Epoch 34 Batch 775/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.911 Epoch 34 Batch 776/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.840 Epoch 34 Batch 777/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.827 Epoch 34 Batch 778/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.231, Loss: 0.906 Epoch 34 Batch 779/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.231, Loss: 0.879 Epoch 34 Batch 780/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.886 Epoch 34 Batch 781/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.878 Epoch 34 Batch 782/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.938 Epoch 34 Batch 783/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.933 Epoch 34 Batch 784/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.912 Epoch 34 Batch 785/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.897 Epoch 34 Batch 786/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.917 Epoch 34 Batch 787/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.915 Epoch 34 Batch 788/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.896 Epoch 34 Batch 789/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.231, Loss: 0.937 Epoch 34 Batch 790/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.840 Epoch 34 Batch 791/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.867 Epoch 34 Batch 792/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.814 Epoch 34 Batch 793/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.884 Epoch 34 Batch 794/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.917 Epoch 34 Batch 795/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.859 Epoch 34 Batch 796/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.865 Epoch 34 Batch 797/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.876 Epoch 34 Batch 798/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.231, Loss: 0.902 Epoch 34 Batch 799/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 0.920 Epoch 34 Batch 800/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.908 Epoch 34 Batch 801/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.893 Epoch 34 Batch 802/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.925 Epoch 34 Batch 803/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.858 Epoch 34 Batch 804/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.935 Epoch 34 Batch 805/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.903 Epoch 34 Batch 806/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.860 Epoch 34 Batch 807/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.892 Epoch 34 Batch 808/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.935 Epoch 34 Batch 809/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.888 Epoch 34 Batch 810/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.879 Epoch 34 Batch 811/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.906 Epoch 34 Batch 812/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.915 Epoch 34 Batch 813/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.942 Epoch 34 Batch 814/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.938 Epoch 34 Batch 815/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.915 Epoch 34 Batch 816/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.911 Epoch 34 Batch 817/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.907 Epoch 34 Batch 818/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.951 Epoch 34 Batch 819/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.917 Epoch 34 Batch 820/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.921 Epoch 34 Batch 821/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.888 Epoch 34 Batch 822/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.868 Epoch 34 Batch 823/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.870 Epoch 34 Batch 824/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.846 Epoch 34 Batch 825/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.880 Epoch 34 Batch 826/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.933 Epoch 34 Batch 827/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.928 Epoch 34 Batch 828/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.924 Epoch 34 Batch 829/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.918 Epoch 34 Batch 830/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.861 Epoch 34 Batch 831/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.231, Loss: 0.866 Epoch 34 Batch 832/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.876 Epoch 34 Batch 833/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.912 Epoch 34 Batch 834/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.230, Loss: 0.876 Epoch 34 Batch 835/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.943 Epoch 34 Batch 836/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.917 Epoch 34 Batch 837/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.898 Epoch 34 Batch 838/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.891 Epoch 34 Batch 839/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.936 Epoch 34 Batch 840/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.867 Epoch 34 Batch 841/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.916 Epoch 34 Batch 842/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.853 Epoch 34 Batch 843/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.835 Epoch 34 Batch 844/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.886 Epoch 34 Batch 845/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.854 Epoch 34 Batch 846/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.898 Epoch 34 Batch 847/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.924 Epoch 34 Batch 848/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.906 Epoch 34 Batch 849/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.912 Epoch 34 Batch 850/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.930 Epoch 34 Batch 851/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.910 Epoch 34 Batch 852/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.231, Loss: 0.953 Epoch 34 Batch 853/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.912 Epoch 34 Batch 854/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.888 Epoch 34 Batch 855/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.906 Epoch 34 Batch 856/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.923 Epoch 34 Batch 857/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.974 Epoch 34 Batch 858/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.859 Epoch 34 Batch 859/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.230, Loss: 0.881 Epoch 34 Batch 860/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.857 Epoch 34 Batch 861/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.919 Epoch 34 Batch 862/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.860 Epoch 34 Batch 863/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.871 Epoch 34 Batch 864/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.887 Epoch 34 Batch 865/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.230, Loss: 0.880 Epoch 34 Batch 866/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.842 Epoch 34 Batch 867/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.921 Epoch 34 Batch 868/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.978 Epoch 34 Batch 869/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.878 Epoch 34 Batch 870/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.230, Loss: 0.908 Epoch 34 Batch 871/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.827 Epoch 34 Batch 872/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.875 Epoch 34 Batch 873/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.896 Epoch 34 Batch 874/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.861 Epoch 34 Batch 875/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.796 Epoch 34 Batch 876/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.884 Epoch 34 Batch 877/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.882 Epoch 34 Batch 878/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.873 Epoch 34 Batch 879/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.841 Epoch 34 Batch 880/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.855 Epoch 34 Batch 881/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.893 Epoch 34 Batch 882/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.906 Epoch 34 Batch 883/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.900 Epoch 34 Batch 884/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.870 Epoch 34 Batch 885/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.231, Loss: 0.865 Epoch 34 Batch 886/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.919 Epoch 34 Batch 887/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.971 Epoch 34 Batch 888/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.890 Epoch 34 Batch 889/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.940 Epoch 34 Batch 890/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.885 Epoch 34 Batch 891/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.881 Epoch 34 Batch 892/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.910 Epoch 34 Batch 893/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.849 Epoch 34 Batch 894/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.908 Epoch 34 Batch 895/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.889 Epoch 34 Batch 896/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 0.890 Epoch 34 Batch 897/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.919 Epoch 34 Batch 898/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.889 Epoch 34 Batch 899/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.895 Epoch 34 Batch 900/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.879 Epoch 34 Batch 901/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.874 Epoch 34 Batch 902/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.897 Epoch 34 Batch 903/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.845 Epoch 34 Batch 904/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.894 Epoch 34 Batch 905/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.922 Epoch 34 Batch 906/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.864 Epoch 34 Batch 907/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.878 Epoch 34 Batch 908/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.935 Epoch 34 Batch 909/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.901 Epoch 34 Batch 910/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.885 Epoch 34 Batch 911/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.231, Loss: 0.912 Epoch 34 Batch 912/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.867 Epoch 34 Batch 913/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.851 Epoch 34 Batch 914/1077 - Train Accuracy: 0.297, Validation Accuracy: 0.231, Loss: 0.920 Epoch 34 Batch 915/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.861 Epoch 34 Batch 916/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.905 Epoch 34 Batch 917/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.886 Epoch 34 Batch 918/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.865 Epoch 34 Batch 919/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.231, Loss: 0.892 Epoch 34 Batch 920/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.852 Epoch 34 Batch 921/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.897 Epoch 34 Batch 922/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.231, Loss: 0.877 Epoch 34 Batch 923/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.232, Loss: 0.863 Epoch 34 Batch 924/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.232, Loss: 0.937 Epoch 34 Batch 925/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.875 Epoch 34 Batch 926/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.932 Epoch 34 Batch 927/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.231, Loss: 0.890 Epoch 34 Batch 928/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.947 Epoch 34 Batch 929/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.847 Epoch 34 Batch 930/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.877 Epoch 34 Batch 931/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.900 Epoch 34 Batch 932/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.928 Epoch 34 Batch 933/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.815 Epoch 34 Batch 934/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.865 Epoch 34 Batch 935/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.891 Epoch 34 Batch 936/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.941 Epoch 34 Batch 937/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.842 Epoch 34 Batch 938/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.897 Epoch 34 Batch 939/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.913 Epoch 34 Batch 940/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.934 Epoch 34 Batch 941/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.876 Epoch 34 Batch 942/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.904 Epoch 34 Batch 943/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.895 Epoch 34 Batch 944/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.874 Epoch 34 Batch 945/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.888 Epoch 34 Batch 946/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.895 Epoch 34 Batch 947/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.893 Epoch 34 Batch 948/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.923 Epoch 34 Batch 949/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.882 Epoch 34 Batch 950/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.928 Epoch 34 Batch 951/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.823 Epoch 34 Batch 952/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.826 Epoch 34 Batch 953/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.844 Epoch 34 Batch 954/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.908 Epoch 34 Batch 955/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.923 Epoch 34 Batch 956/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.890 Epoch 34 Batch 957/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.864 Epoch 34 Batch 958/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.890 Epoch 34 Batch 959/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.848 Epoch 34 Batch 960/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.943 Epoch 34 Batch 961/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.868 Epoch 34 Batch 962/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.938 Epoch 34 Batch 963/1077 - Train Accuracy: 0.069, Validation Accuracy: 0.230, Loss: 0.866 Epoch 34 Batch 964/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.932 Epoch 34 Batch 965/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.230, Loss: 0.890 Epoch 34 Batch 966/1077 - Train Accuracy: 0.263, Validation Accuracy: 0.230, Loss: 0.913 Epoch 34 Batch 967/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.873 Epoch 34 Batch 968/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.875 Epoch 34 Batch 969/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.909 Epoch 34 Batch 970/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.863 Epoch 34 Batch 971/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.934 Epoch 34 Batch 972/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.822 Epoch 34 Batch 973/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.888 Epoch 34 Batch 974/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.970 Epoch 34 Batch 975/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.923 Epoch 34 Batch 976/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.859 Epoch 34 Batch 977/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.886 Epoch 34 Batch 978/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.869 Epoch 34 Batch 979/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.231, Loss: 0.912 Epoch 34 Batch 980/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.860 Epoch 34 Batch 981/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.890 Epoch 34 Batch 982/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.967 Epoch 34 Batch 983/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.893 Epoch 34 Batch 984/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.911 Epoch 34 Batch 985/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.912 Epoch 34 Batch 986/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.848 Epoch 34 Batch 987/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.865 Epoch 34 Batch 988/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.231, Loss: 0.873 Epoch 34 Batch 989/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.938 Epoch 34 Batch 990/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.934 Epoch 34 Batch 991/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.908 Epoch 34 Batch 992/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.891 Epoch 34 Batch 993/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.914 Epoch 34 Batch 994/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.907 Epoch 34 Batch 995/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.925 Epoch 34 Batch 996/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.924 Epoch 34 Batch 997/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.230, Loss: 0.899 Epoch 34 Batch 998/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.938 Epoch 34 Batch 999/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.839 Epoch 34 Batch 1000/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.940 Epoch 34 Batch 1001/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.230, Loss: 0.909 Epoch 34 Batch 1002/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.859 Epoch 34 Batch 1003/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.979 Epoch 34 Batch 1004/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.910 Epoch 34 Batch 1005/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.920 Epoch 34 Batch 1006/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.913 Epoch 34 Batch 1007/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.844 Epoch 34 Batch 1008/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.891 Epoch 34 Batch 1009/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.863 Epoch 34 Batch 1010/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.878 Epoch 34 Batch 1011/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.906 Epoch 34 Batch 1012/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.230, Loss: 0.892 Epoch 34 Batch 1013/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.817 Epoch 34 Batch 1014/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.951 Epoch 34 Batch 1015/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.928 Epoch 34 Batch 1016/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.856 Epoch 34 Batch 1017/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.231, Loss: 0.856 Epoch 34 Batch 1018/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.942 Epoch 34 Batch 1019/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.949 Epoch 34 Batch 1020/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.921 Epoch 34 Batch 1021/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.875 Epoch 34 Batch 1022/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.882 Epoch 34 Batch 1023/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.232, Loss: 0.868 Epoch 34 Batch 1024/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.922 Epoch 34 Batch 1025/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.963 Epoch 34 Batch 1026/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.896 Epoch 34 Batch 1027/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.898 Epoch 34 Batch 1028/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.231, Loss: 0.944 Epoch 34 Batch 1029/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.833 Epoch 34 Batch 1030/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.893 Epoch 34 Batch 1031/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.967 Epoch 34 Batch 1032/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.904 Epoch 34 Batch 1033/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.901 Epoch 34 Batch 1034/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 0.928 Epoch 34 Batch 1035/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.912 Epoch 34 Batch 1036/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.915 Epoch 34 Batch 1037/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 0.966 Epoch 34 Batch 1038/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.890 Epoch 34 Batch 1039/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.900 Epoch 34 Batch 1040/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.933 Epoch 34 Batch 1041/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.888 Epoch 34 Batch 1042/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.859 Epoch 34 Batch 1043/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.231, Loss: 0.857 Epoch 34 Batch 1044/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.937 Epoch 34 Batch 1045/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.885 Epoch 34 Batch 1046/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.915 Epoch 34 Batch 1047/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.914 Epoch 34 Batch 1048/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.836 Epoch 34 Batch 1049/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.944 Epoch 34 Batch 1050/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.855 Epoch 34 Batch 1051/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.935 Epoch 34 Batch 1052/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.870 Epoch 34 Batch 1053/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.868 Epoch 34 Batch 1054/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.814 Epoch 34 Batch 1055/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.918 Epoch 34 Batch 1056/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.902 Epoch 34 Batch 1057/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.844 Epoch 34 Batch 1058/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.935 Epoch 34 Batch 1059/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.877 Epoch 34 Batch 1060/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.805 Epoch 34 Batch 1061/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.917 Epoch 34 Batch 1062/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.901 Epoch 34 Batch 1063/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.949 Epoch 34 Batch 1064/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.889 Epoch 34 Batch 1065/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.868 Epoch 34 Batch 1066/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.839 Epoch 34 Batch 1067/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.879 Epoch 34 Batch 1068/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.848 Epoch 34 Batch 1069/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.894 Epoch 34 Batch 1070/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.851 Epoch 34 Batch 1071/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.847 Epoch 34 Batch 1072/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.847 Epoch 34 Batch 1073/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.961 Epoch 34 Batch 1074/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.899 Epoch 34 Batch 1075/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.861 Epoch 35 Batch 0/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.851 Epoch 35 Batch 1/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.843 Epoch 35 Batch 2/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.861 Epoch 35 Batch 3/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.935 Epoch 35 Batch 4/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.820 Epoch 35 Batch 5/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.916 Epoch 35 Batch 6/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.864 Epoch 35 Batch 7/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.232, Loss: 0.936 Epoch 35 Batch 8/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.917 Epoch 35 Batch 9/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.880 Epoch 35 Batch 10/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.864 Epoch 35 Batch 11/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.898 Epoch 35 Batch 12/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.902 Epoch 35 Batch 13/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.912 Epoch 35 Batch 14/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.886 Epoch 35 Batch 15/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.873 Epoch 35 Batch 16/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.860 Epoch 35 Batch 17/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.873 Epoch 35 Batch 18/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.918 Epoch 35 Batch 19/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.900 Epoch 35 Batch 20/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.912 Epoch 35 Batch 21/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.873 Epoch 35 Batch 22/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.910 Epoch 35 Batch 23/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.891 Epoch 35 Batch 24/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.884 Epoch 35 Batch 25/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.901 Epoch 35 Batch 26/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.969 Epoch 35 Batch 27/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.918 Epoch 35 Batch 28/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.868 Epoch 35 Batch 29/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.926 Epoch 35 Batch 30/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.876 Epoch 35 Batch 31/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.865 Epoch 35 Batch 32/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.878 Epoch 35 Batch 33/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.849 Epoch 35 Batch 34/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.915 Epoch 35 Batch 35/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.880 Epoch 35 Batch 36/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.940 Epoch 35 Batch 37/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.891 Epoch 35 Batch 38/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.232, Loss: 0.853 Epoch 35 Batch 39/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.913 Epoch 35 Batch 40/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.910 Epoch 35 Batch 41/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.919 Epoch 35 Batch 42/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.854 Epoch 35 Batch 43/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.232, Loss: 0.825 Epoch 35 Batch 44/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.870 Epoch 35 Batch 45/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.917 Epoch 35 Batch 46/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.232, Loss: 0.904 Epoch 35 Batch 47/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.862 Epoch 35 Batch 48/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.931 Epoch 35 Batch 49/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.232, Loss: 0.943 Epoch 35 Batch 50/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.870 Epoch 35 Batch 51/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.876 Epoch 35 Batch 52/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.895 Epoch 35 Batch 53/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.232, Loss: 0.894 Epoch 35 Batch 54/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.909 Epoch 35 Batch 55/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.979 Epoch 35 Batch 56/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.858 Epoch 35 Batch 57/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.232, Loss: 0.890 Epoch 35 Batch 58/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.914 Epoch 35 Batch 59/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.864 Epoch 35 Batch 60/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.936 Epoch 35 Batch 61/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.859 Epoch 35 Batch 62/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.875 Epoch 35 Batch 63/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.849 Epoch 35 Batch 64/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.867 Epoch 35 Batch 65/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.907 Epoch 35 Batch 66/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.232, Loss: 0.891 Epoch 35 Batch 67/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.880 Epoch 35 Batch 68/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.962 Epoch 35 Batch 69/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.928 Epoch 35 Batch 70/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.865 Epoch 35 Batch 71/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.896 Epoch 35 Batch 72/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.941 Epoch 35 Batch 73/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.867 Epoch 35 Batch 74/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.881 Epoch 35 Batch 75/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.913 Epoch 35 Batch 76/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.850 Epoch 35 Batch 77/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.895 Epoch 35 Batch 78/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.892 Epoch 35 Batch 79/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.893 Epoch 35 Batch 80/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.853 Epoch 35 Batch 81/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.232, Loss: 0.958 Epoch 35 Batch 82/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.232, Loss: 0.959 Epoch 35 Batch 83/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.923 Epoch 35 Batch 84/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.852 Epoch 35 Batch 85/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.894 Epoch 35 Batch 86/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.864 Epoch 35 Batch 87/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.849 Epoch 35 Batch 88/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.955 Epoch 35 Batch 89/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.877 Epoch 35 Batch 90/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.825 Epoch 35 Batch 91/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.900 Epoch 35 Batch 92/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.927 Epoch 35 Batch 93/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.936 Epoch 35 Batch 94/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.839 Epoch 35 Batch 95/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.967 Epoch 35 Batch 96/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.812 Epoch 35 Batch 97/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.857 Epoch 35 Batch 98/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.853 Epoch 35 Batch 99/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.885 Epoch 35 Batch 100/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.896 Epoch 35 Batch 101/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.863 Epoch 35 Batch 102/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.934 Epoch 35 Batch 103/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.851 Epoch 35 Batch 104/1077 - Train Accuracy: 0.102, Validation Accuracy: 0.231, Loss: 0.915 Epoch 35 Batch 105/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.921 Epoch 35 Batch 106/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.231, Loss: 0.888 Epoch 35 Batch 107/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.231, Loss: 0.932 Epoch 35 Batch 108/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.231, Loss: 0.879 Epoch 35 Batch 109/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.866 Epoch 35 Batch 110/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.231, Loss: 0.848 Epoch 35 Batch 111/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.884 Epoch 35 Batch 112/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.860 Epoch 35 Batch 113/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.922 Epoch 35 Batch 114/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.805 Epoch 35 Batch 115/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.834 Epoch 35 Batch 116/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.900 Epoch 35 Batch 117/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.960 Epoch 35 Batch 118/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 0.842 Epoch 35 Batch 119/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.907 Epoch 35 Batch 120/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.871 Epoch 35 Batch 121/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.897 Epoch 35 Batch 122/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.899 Epoch 35 Batch 123/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.883 Epoch 35 Batch 124/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.948 Epoch 35 Batch 125/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.915 Epoch 35 Batch 126/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.926 Epoch 35 Batch 127/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.989 Epoch 35 Batch 128/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.928 Epoch 35 Batch 129/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.924 Epoch 35 Batch 130/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.884 Epoch 35 Batch 131/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.870 Epoch 35 Batch 132/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.892 Epoch 35 Batch 133/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.231, Loss: 0.857 Epoch 35 Batch 134/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.826 Epoch 35 Batch 135/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.231, Loss: 0.899 Epoch 35 Batch 136/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.898 Epoch 35 Batch 137/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.913 Epoch 35 Batch 138/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.881 Epoch 35 Batch 139/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.887 Epoch 35 Batch 140/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.926 Epoch 35 Batch 141/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.899 Epoch 35 Batch 142/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.859 Epoch 35 Batch 143/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.845 Epoch 35 Batch 144/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.924 Epoch 35 Batch 145/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.914 Epoch 35 Batch 146/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.906 Epoch 35 Batch 147/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.919 Epoch 35 Batch 148/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.905 Epoch 35 Batch 149/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.812 Epoch 35 Batch 150/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.905 Epoch 35 Batch 151/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.915 Epoch 35 Batch 152/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.904 Epoch 35 Batch 153/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.964 Epoch 35 Batch 154/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.834 Epoch 35 Batch 155/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.884 Epoch 35 Batch 156/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.931 Epoch 35 Batch 157/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.839 Epoch 35 Batch 158/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.908 Epoch 35 Batch 159/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.897 Epoch 35 Batch 160/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.856 Epoch 35 Batch 161/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.827 Epoch 35 Batch 162/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.932 Epoch 35 Batch 163/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.946 Epoch 35 Batch 164/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.872 Epoch 35 Batch 165/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.915 Epoch 35 Batch 166/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.944 Epoch 35 Batch 167/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.919 Epoch 35 Batch 168/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.864 Epoch 35 Batch 169/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.868 Epoch 35 Batch 170/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.896 Epoch 35 Batch 171/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.231, Loss: 0.920 Epoch 35 Batch 172/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.899 Epoch 35 Batch 173/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.231, Loss: 0.931 Epoch 35 Batch 174/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.888 Epoch 35 Batch 175/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.858 Epoch 35 Batch 176/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.897 Epoch 35 Batch 177/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.898 Epoch 35 Batch 178/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.900 Epoch 35 Batch 179/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.231, Loss: 0.868 Epoch 35 Batch 180/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.946 Epoch 35 Batch 181/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.866 Epoch 35 Batch 182/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.917 Epoch 35 Batch 183/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.957 Epoch 35 Batch 184/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.909 Epoch 35 Batch 185/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.860 Epoch 35 Batch 186/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.231, Loss: 0.894 Epoch 35 Batch 187/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.881 Epoch 35 Batch 188/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.866 Epoch 35 Batch 189/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.855 Epoch 35 Batch 190/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.837 Epoch 35 Batch 191/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.231, Loss: 0.872 Epoch 35 Batch 192/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.868 Epoch 35 Batch 193/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.863 Epoch 35 Batch 194/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.912 Epoch 35 Batch 195/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.851 Epoch 35 Batch 196/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.886 Epoch 35 Batch 197/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.946 Epoch 35 Batch 198/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.867 Epoch 35 Batch 199/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.870 Epoch 35 Batch 200/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.872 Epoch 35 Batch 201/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.909 Epoch 35 Batch 202/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.938 Epoch 35 Batch 203/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.944 Epoch 35 Batch 204/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.906 Epoch 35 Batch 205/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.887 Epoch 35 Batch 206/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.910 Epoch 35 Batch 207/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.878 Epoch 35 Batch 208/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.934 Epoch 35 Batch 209/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.887 Epoch 35 Batch 210/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.231, Loss: 0.909 Epoch 35 Batch 211/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.797 Epoch 35 Batch 212/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.893 Epoch 35 Batch 213/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.883 Epoch 35 Batch 214/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.864 Epoch 35 Batch 215/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.927 Epoch 35 Batch 216/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.920 Epoch 35 Batch 217/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.844 Epoch 35 Batch 218/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.231, Loss: 0.887 Epoch 35 Batch 219/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.231, Loss: 0.911 Epoch 35 Batch 220/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.841 Epoch 35 Batch 221/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.866 Epoch 35 Batch 222/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.888 Epoch 35 Batch 223/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.919 Epoch 35 Batch 224/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.925 Epoch 35 Batch 225/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.905 Epoch 35 Batch 226/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.863 Epoch 35 Batch 227/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.232, Loss: 0.882 Epoch 35 Batch 228/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.891 Epoch 35 Batch 229/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.859 Epoch 35 Batch 230/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.826 Epoch 35 Batch 231/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.877 Epoch 35 Batch 232/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.882 Epoch 35 Batch 233/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.927 Epoch 35 Batch 234/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.837 Epoch 35 Batch 235/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.875 Epoch 35 Batch 236/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.900 Epoch 35 Batch 237/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.851 Epoch 35 Batch 238/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.792 Epoch 35 Batch 239/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.904 Epoch 35 Batch 240/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.937 Epoch 35 Batch 241/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.847 Epoch 35 Batch 242/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.911 Epoch 35 Batch 243/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.904 Epoch 35 Batch 244/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.231, Loss: 0.827 Epoch 35 Batch 245/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.884 Epoch 35 Batch 246/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.901 Epoch 35 Batch 247/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.949 Epoch 35 Batch 248/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.833 Epoch 35 Batch 249/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.875 Epoch 35 Batch 250/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.232, Loss: 0.891 Epoch 35 Batch 251/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.904 Epoch 35 Batch 252/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.893 Epoch 35 Batch 253/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.232, Loss: 0.895 Epoch 35 Batch 254/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.908 Epoch 35 Batch 255/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.856 Epoch 35 Batch 256/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.925 Epoch 35 Batch 257/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.836 Epoch 35 Batch 258/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.955 Epoch 35 Batch 259/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.907 Epoch 35 Batch 260/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.844 Epoch 35 Batch 261/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.899 Epoch 35 Batch 262/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.869 Epoch 35 Batch 263/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.926 Epoch 35 Batch 264/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.890 Epoch 35 Batch 265/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.899 Epoch 35 Batch 266/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.940 Epoch 35 Batch 267/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.231, Loss: 0.916 Epoch 35 Batch 268/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.880 Epoch 35 Batch 269/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.850 Epoch 35 Batch 270/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.877 Epoch 35 Batch 271/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.914 Epoch 35 Batch 272/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.901 Epoch 35 Batch 273/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.846 Epoch 35 Batch 274/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.900 Epoch 35 Batch 275/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.904 Epoch 35 Batch 276/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.903 Epoch 35 Batch 277/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.818 Epoch 35 Batch 278/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.969 Epoch 35 Batch 279/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.853 Epoch 35 Batch 280/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.888 Epoch 35 Batch 281/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.886 Epoch 35 Batch 282/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.890 Epoch 35 Batch 283/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.880 Epoch 35 Batch 284/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.847 Epoch 35 Batch 285/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.914 Epoch 35 Batch 286/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.851 Epoch 35 Batch 287/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.897 Epoch 35 Batch 288/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.937 Epoch 35 Batch 289/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.882 Epoch 35 Batch 290/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.917 Epoch 35 Batch 291/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.920 Epoch 35 Batch 292/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.939 Epoch 35 Batch 293/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.950 Epoch 35 Batch 294/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.232, Loss: 0.973 Epoch 35 Batch 295/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.910 Epoch 35 Batch 296/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.879 Epoch 35 Batch 297/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.974 Epoch 35 Batch 298/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.847 Epoch 35 Batch 299/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.918 Epoch 35 Batch 300/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.908 Epoch 35 Batch 301/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.913 Epoch 35 Batch 302/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.858 Epoch 35 Batch 303/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 0.884 Epoch 35 Batch 304/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.929 Epoch 35 Batch 305/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.906 Epoch 35 Batch 306/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.875 Epoch 35 Batch 307/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.780 Epoch 35 Batch 308/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.921 Epoch 35 Batch 309/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.855 Epoch 35 Batch 310/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.853 Epoch 35 Batch 311/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.848 Epoch 35 Batch 312/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.883 Epoch 35 Batch 313/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.905 Epoch 35 Batch 314/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.870 Epoch 35 Batch 315/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.861 Epoch 35 Batch 316/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.887 Epoch 35 Batch 317/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.787 Epoch 35 Batch 318/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.896 Epoch 35 Batch 319/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.877 Epoch 35 Batch 320/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.931 Epoch 35 Batch 321/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.927 Epoch 35 Batch 322/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.232, Loss: 0.918 Epoch 35 Batch 323/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.895 Epoch 35 Batch 324/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.833 Epoch 35 Batch 325/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.951 Epoch 35 Batch 326/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.852 Epoch 35 Batch 327/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.932 Epoch 35 Batch 328/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.934 Epoch 35 Batch 329/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.907 Epoch 35 Batch 330/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.911 Epoch 35 Batch 331/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.910 Epoch 35 Batch 332/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.863 Epoch 35 Batch 333/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.873 Epoch 35 Batch 334/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.872 Epoch 35 Batch 335/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.974 Epoch 35 Batch 336/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.896 Epoch 35 Batch 337/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.848 Epoch 35 Batch 338/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.889 Epoch 35 Batch 339/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.869 Epoch 35 Batch 340/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.850 Epoch 35 Batch 341/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.923 Epoch 35 Batch 342/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.232, Loss: 0.889 Epoch 35 Batch 343/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.902 Epoch 35 Batch 344/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.972 Epoch 35 Batch 345/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.916 Epoch 35 Batch 346/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.878 Epoch 35 Batch 347/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.844 Epoch 35 Batch 348/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.960 Epoch 35 Batch 349/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.881 Epoch 35 Batch 350/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.856 Epoch 35 Batch 351/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.929 Epoch 35 Batch 352/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.914 Epoch 35 Batch 353/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.876 Epoch 35 Batch 354/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.845 Epoch 35 Batch 355/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.882 Epoch 35 Batch 356/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.938 Epoch 35 Batch 357/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.895 Epoch 35 Batch 358/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.898 Epoch 35 Batch 359/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.853 Epoch 35 Batch 360/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.866 Epoch 35 Batch 361/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.884 Epoch 35 Batch 362/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.945 Epoch 35 Batch 363/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.827 Epoch 35 Batch 364/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.899 Epoch 35 Batch 365/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.912 Epoch 35 Batch 366/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.872 Epoch 35 Batch 367/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.823 Epoch 35 Batch 368/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.897 Epoch 35 Batch 369/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.862 Epoch 35 Batch 370/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.888 Epoch 35 Batch 371/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.943 Epoch 35 Batch 372/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.890 Epoch 35 Batch 373/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.878 Epoch 35 Batch 374/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.893 Epoch 35 Batch 375/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.232, Loss: 0.909 Epoch 35 Batch 376/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.232, Loss: 0.875 Epoch 35 Batch 377/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.903 Epoch 35 Batch 378/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.887 Epoch 35 Batch 379/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.864 Epoch 35 Batch 380/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.885 Epoch 35 Batch 381/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.940 Epoch 35 Batch 382/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.889 Epoch 35 Batch 383/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.875 Epoch 35 Batch 384/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.880 Epoch 35 Batch 385/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.866 Epoch 35 Batch 386/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.887 Epoch 35 Batch 387/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.901 Epoch 35 Batch 388/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.232, Loss: 0.825 Epoch 35 Batch 389/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.927 Epoch 35 Batch 390/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.867 Epoch 35 Batch 391/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.930 Epoch 35 Batch 392/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.895 Epoch 35 Batch 393/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.842 Epoch 35 Batch 394/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.836 Epoch 35 Batch 395/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.826 Epoch 35 Batch 396/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.948 Epoch 35 Batch 397/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.934 Epoch 35 Batch 398/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.938 Epoch 35 Batch 399/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.867 Epoch 35 Batch 400/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.912 Epoch 35 Batch 401/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.862 Epoch 35 Batch 402/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.855 Epoch 35 Batch 403/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.918 Epoch 35 Batch 404/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.927 Epoch 35 Batch 405/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.965 Epoch 35 Batch 406/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.231, Loss: 0.883 Epoch 35 Batch 407/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.884 Epoch 35 Batch 408/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.928 Epoch 35 Batch 409/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.886 Epoch 35 Batch 410/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.231, Loss: 0.892 Epoch 35 Batch 411/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.874 Epoch 35 Batch 412/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.879 Epoch 35 Batch 413/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.867 Epoch 35 Batch 414/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.968 Epoch 35 Batch 415/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.875 Epoch 35 Batch 416/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.926 Epoch 35 Batch 417/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.907 Epoch 35 Batch 418/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.877 Epoch 35 Batch 419/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.929 Epoch 35 Batch 420/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.885 Epoch 35 Batch 421/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.929 Epoch 35 Batch 422/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.897 Epoch 35 Batch 423/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.910 Epoch 35 Batch 424/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.817 Epoch 35 Batch 425/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.849 Epoch 35 Batch 426/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.954 Epoch 35 Batch 427/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.231, Loss: 0.903 Epoch 35 Batch 428/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.231, Loss: 0.905 Epoch 35 Batch 429/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.946 Epoch 35 Batch 430/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.884 Epoch 35 Batch 431/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.917 Epoch 35 Batch 432/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.890 Epoch 35 Batch 433/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.851 Epoch 35 Batch 434/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.899 Epoch 35 Batch 435/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.863 Epoch 35 Batch 436/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.925 Epoch 35 Batch 437/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.895 Epoch 35 Batch 438/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.922 Epoch 35 Batch 439/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.898 Epoch 35 Batch 440/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.947 Epoch 35 Batch 441/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.867 Epoch 35 Batch 442/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.869 Epoch 35 Batch 443/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.867 Epoch 35 Batch 444/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.913 Epoch 35 Batch 445/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.937 Epoch 35 Batch 446/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.878 Epoch 35 Batch 447/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.871 Epoch 35 Batch 448/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.849 Epoch 35 Batch 449/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.924 Epoch 35 Batch 450/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.896 Epoch 35 Batch 451/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.867 Epoch 35 Batch 452/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.895 Epoch 35 Batch 453/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.828 Epoch 35 Batch 454/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.898 Epoch 35 Batch 455/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.231, Loss: 0.918 Epoch 35 Batch 456/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.888 Epoch 35 Batch 457/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.918 Epoch 35 Batch 458/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 0.902 Epoch 35 Batch 459/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.917 Epoch 35 Batch 460/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.816 Epoch 35 Batch 461/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.846 Epoch 35 Batch 462/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.969 Epoch 35 Batch 463/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.879 Epoch 35 Batch 464/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.231, Loss: 0.781 Epoch 35 Batch 465/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.962 Epoch 35 Batch 466/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.897 Epoch 35 Batch 467/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.909 Epoch 35 Batch 468/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.804 Epoch 35 Batch 469/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.868 Epoch 35 Batch 470/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.231, Loss: 0.911 Epoch 35 Batch 471/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.871 Epoch 35 Batch 472/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.231, Loss: 0.910 Epoch 35 Batch 473/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.858 Epoch 35 Batch 474/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.870 Epoch 35 Batch 475/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.882 Epoch 35 Batch 476/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.231, Loss: 0.851 Epoch 35 Batch 477/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.230, Loss: 0.953 Epoch 35 Batch 478/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.874 Epoch 35 Batch 479/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.894 Epoch 35 Batch 480/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.883 Epoch 35 Batch 481/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.908 Epoch 35 Batch 482/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.960 Epoch 35 Batch 483/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.879 Epoch 35 Batch 484/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.883 Epoch 35 Batch 485/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.855 Epoch 35 Batch 486/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.931 Epoch 35 Batch 487/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.881 Epoch 35 Batch 488/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.970 Epoch 35 Batch 489/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.883 Epoch 35 Batch 490/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.883 Epoch 35 Batch 491/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.878 Epoch 35 Batch 492/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.231, Loss: 0.891 Epoch 35 Batch 493/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.910 Epoch 35 Batch 494/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.866 Epoch 35 Batch 495/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.231, Loss: 0.846 Epoch 35 Batch 496/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.909 Epoch 35 Batch 497/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.877 Epoch 35 Batch 498/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.941 Epoch 35 Batch 499/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.231, Loss: 0.869 Epoch 35 Batch 500/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.885 Epoch 35 Batch 501/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.886 Epoch 35 Batch 502/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.872 Epoch 35 Batch 503/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.848 Epoch 35 Batch 504/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.899 Epoch 35 Batch 505/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.931 Epoch 35 Batch 506/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.945 Epoch 35 Batch 507/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.230, Loss: 0.910 Epoch 35 Batch 508/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.897 Epoch 35 Batch 509/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.916 Epoch 35 Batch 510/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.898 Epoch 35 Batch 511/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.927 Epoch 35 Batch 512/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.876 Epoch 35 Batch 513/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.919 Epoch 35 Batch 514/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.842 Epoch 35 Batch 515/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.892 Epoch 35 Batch 516/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.937 Epoch 35 Batch 517/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.888 Epoch 35 Batch 518/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.882 Epoch 35 Batch 519/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.880 Epoch 35 Batch 520/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.911 Epoch 35 Batch 521/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.901 Epoch 35 Batch 522/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.907 Epoch 35 Batch 523/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.925 Epoch 35 Batch 524/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.937 Epoch 35 Batch 525/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.924 Epoch 35 Batch 526/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.893 Epoch 35 Batch 527/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.920 Epoch 35 Batch 528/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.895 Epoch 35 Batch 529/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.867 Epoch 35 Batch 530/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.940 Epoch 35 Batch 531/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.907 Epoch 35 Batch 532/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.937 Epoch 35 Batch 533/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.909 Epoch 35 Batch 534/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.936 Epoch 35 Batch 535/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.888 Epoch 35 Batch 536/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.880 Epoch 35 Batch 537/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.927 Epoch 35 Batch 538/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.885 Epoch 35 Batch 539/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.919 Epoch 35 Batch 540/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.902 Epoch 35 Batch 541/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.914 Epoch 35 Batch 542/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.897 Epoch 35 Batch 543/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.924 Epoch 35 Batch 544/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.835 Epoch 35 Batch 545/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.894 Epoch 35 Batch 546/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.914 Epoch 35 Batch 547/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.880 Epoch 35 Batch 548/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.900 Epoch 35 Batch 549/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.887 Epoch 35 Batch 550/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.941 Epoch 35 Batch 551/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.908 Epoch 35 Batch 552/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.996 Epoch 35 Batch 553/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.871 Epoch 35 Batch 554/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 0.918 Epoch 35 Batch 555/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.890 Epoch 35 Batch 556/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.853 Epoch 35 Batch 557/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.847 Epoch 35 Batch 558/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.826 Epoch 35 Batch 559/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.920 Epoch 35 Batch 560/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.872 Epoch 35 Batch 561/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.911 Epoch 35 Batch 562/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.904 Epoch 35 Batch 563/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.901 Epoch 35 Batch 564/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.889 Epoch 35 Batch 565/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.900 Epoch 35 Batch 566/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.828 Epoch 35 Batch 567/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.854 Epoch 35 Batch 568/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.879 Epoch 35 Batch 569/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.888 Epoch 35 Batch 570/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.920 Epoch 35 Batch 571/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.893 Epoch 35 Batch 572/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.971 Epoch 35 Batch 573/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.918 Epoch 35 Batch 574/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.843 Epoch 35 Batch 575/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.857 Epoch 35 Batch 576/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.890 Epoch 35 Batch 577/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.862 Epoch 35 Batch 578/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.851 Epoch 35 Batch 579/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.855 Epoch 35 Batch 580/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.860 Epoch 35 Batch 581/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.862 Epoch 35 Batch 582/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.847 Epoch 35 Batch 583/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.896 Epoch 35 Batch 584/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.868 Epoch 35 Batch 585/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.870 Epoch 35 Batch 586/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.231, Loss: 0.864 Epoch 35 Batch 587/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.903 Epoch 35 Batch 588/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.863 Epoch 35 Batch 589/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.231, Loss: 0.916 Epoch 35 Batch 590/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.837 Epoch 35 Batch 591/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.231, Loss: 0.877 Epoch 35 Batch 592/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.918 Epoch 35 Batch 593/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.906 Epoch 35 Batch 594/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.912 Epoch 35 Batch 595/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.901 Epoch 35 Batch 596/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.886 Epoch 35 Batch 597/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.232, Loss: 0.855 Epoch 35 Batch 598/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.922 Epoch 35 Batch 599/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.886 Epoch 35 Batch 600/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.900 Epoch 35 Batch 601/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.231, Loss: 0.871 Epoch 35 Batch 602/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.902 Epoch 35 Batch 603/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.857 Epoch 35 Batch 604/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.926 Epoch 35 Batch 605/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.925 Epoch 35 Batch 606/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.902 Epoch 35 Batch 607/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.232, Loss: 0.886 Epoch 35 Batch 608/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.888 Epoch 35 Batch 609/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.846 Epoch 35 Batch 610/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.901 Epoch 35 Batch 611/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.891 Epoch 35 Batch 612/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.855 Epoch 35 Batch 613/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.929 Epoch 35 Batch 614/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.918 Epoch 35 Batch 615/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.896 Epoch 35 Batch 616/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.861 Epoch 35 Batch 617/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.885 Epoch 35 Batch 618/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.897 Epoch 35 Batch 619/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.232, Loss: 0.901 Epoch 35 Batch 620/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.832 Epoch 35 Batch 621/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.907 Epoch 35 Batch 622/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.907 Epoch 35 Batch 623/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.922 Epoch 35 Batch 624/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.940 Epoch 35 Batch 625/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.938 Epoch 35 Batch 626/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.232, Loss: 0.874 Epoch 35 Batch 627/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.900 Epoch 35 Batch 628/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.867 Epoch 35 Batch 629/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.910 Epoch 35 Batch 630/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.887 Epoch 35 Batch 631/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.858 Epoch 35 Batch 632/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.879 Epoch 35 Batch 633/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.898 Epoch 35 Batch 634/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.884 Epoch 35 Batch 635/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.231, Loss: 0.880 Epoch 35 Batch 636/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.944 Epoch 35 Batch 637/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.830 Epoch 35 Batch 638/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.880 Epoch 35 Batch 639/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.863 Epoch 35 Batch 640/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.911 Epoch 35 Batch 641/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.876 Epoch 35 Batch 642/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.831 Epoch 35 Batch 643/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.906 Epoch 35 Batch 644/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.885 Epoch 35 Batch 645/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.925 Epoch 35 Batch 646/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.868 Epoch 35 Batch 647/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.924 Epoch 35 Batch 648/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.880 Epoch 35 Batch 649/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.927 Epoch 35 Batch 650/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.922 Epoch 35 Batch 651/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.858 Epoch 35 Batch 652/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.888 Epoch 35 Batch 653/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.888 Epoch 35 Batch 654/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.883 Epoch 35 Batch 655/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.909 Epoch 35 Batch 656/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.850 Epoch 35 Batch 657/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.911 Epoch 35 Batch 658/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.870 Epoch 35 Batch 659/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.863 Epoch 35 Batch 660/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.901 Epoch 35 Batch 661/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.895 Epoch 35 Batch 662/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.854 Epoch 35 Batch 663/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.866 Epoch 35 Batch 664/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.915 Epoch 35 Batch 665/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.889 Epoch 35 Batch 666/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.231, Loss: 0.884 Epoch 35 Batch 667/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.843 Epoch 35 Batch 668/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.918 Epoch 35 Batch 669/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 0.895 Epoch 35 Batch 670/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.231, Loss: 0.908 Epoch 35 Batch 671/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.902 Epoch 35 Batch 672/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.863 Epoch 35 Batch 673/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.877 Epoch 35 Batch 674/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.927 Epoch 35 Batch 675/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.939 Epoch 35 Batch 676/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.902 Epoch 35 Batch 677/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.825 Epoch 35 Batch 678/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.869 Epoch 35 Batch 679/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.902 Epoch 35 Batch 680/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.893 Epoch 35 Batch 681/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.883 Epoch 35 Batch 682/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.231, Loss: 0.875 Epoch 35 Batch 683/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.859 Epoch 35 Batch 684/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.869 Epoch 35 Batch 685/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.905 Epoch 35 Batch 686/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.861 Epoch 35 Batch 687/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.919 Epoch 35 Batch 688/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.849 Epoch 35 Batch 689/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.860 Epoch 35 Batch 690/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.960 Epoch 35 Batch 691/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.830 Epoch 35 Batch 692/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.907 Epoch 35 Batch 693/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.908 Epoch 35 Batch 694/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.862 Epoch 35 Batch 695/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.892 Epoch 35 Batch 696/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.897 Epoch 35 Batch 697/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.898 Epoch 35 Batch 698/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.894 Epoch 35 Batch 699/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.232, Loss: 0.863 Epoch 35 Batch 700/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.853 Epoch 35 Batch 701/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.904 Epoch 35 Batch 702/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.906 Epoch 35 Batch 703/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.884 Epoch 35 Batch 704/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.913 Epoch 35 Batch 705/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.877 Epoch 35 Batch 706/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.941 Epoch 35 Batch 707/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.925 Epoch 35 Batch 708/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.866 Epoch 35 Batch 709/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.888 Epoch 35 Batch 710/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.852 Epoch 35 Batch 711/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.886 Epoch 35 Batch 712/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.862 Epoch 35 Batch 713/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.232, Loss: 0.834 Epoch 35 Batch 714/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.232, Loss: 0.859 Epoch 35 Batch 715/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.904 Epoch 35 Batch 716/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.862 Epoch 35 Batch 717/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.231, Loss: 0.854 Epoch 35 Batch 718/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.878 Epoch 35 Batch 719/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.930 Epoch 35 Batch 720/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.848 Epoch 35 Batch 721/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.848 Epoch 35 Batch 722/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.857 Epoch 35 Batch 723/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.971 Epoch 35 Batch 724/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.858 Epoch 35 Batch 725/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.876 Epoch 35 Batch 726/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.904 Epoch 35 Batch 727/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.863 Epoch 35 Batch 728/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.875 Epoch 35 Batch 729/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.929 Epoch 35 Batch 730/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.898 Epoch 35 Batch 731/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.839 Epoch 35 Batch 732/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.901 Epoch 35 Batch 733/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.888 Epoch 35 Batch 734/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.879 Epoch 35 Batch 735/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.835 Epoch 35 Batch 736/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.817 Epoch 35 Batch 737/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.905 Epoch 35 Batch 738/1077 - Train Accuracy: 0.289, Validation Accuracy: 0.232, Loss: 0.882 Epoch 35 Batch 739/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.815 Epoch 35 Batch 740/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.905 Epoch 35 Batch 741/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.862 Epoch 35 Batch 742/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.793 Epoch 35 Batch 743/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.866 Epoch 35 Batch 744/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.231, Loss: 0.870 Epoch 35 Batch 745/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.913 Epoch 35 Batch 746/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.957 Epoch 35 Batch 747/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.906 Epoch 35 Batch 748/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.231, Loss: 0.925 Epoch 35 Batch 749/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.911 Epoch 35 Batch 750/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.916 Epoch 35 Batch 751/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.904 Epoch 35 Batch 752/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.888 Epoch 35 Batch 753/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.893 Epoch 35 Batch 754/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.860 Epoch 35 Batch 755/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.856 Epoch 35 Batch 756/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.874 Epoch 35 Batch 757/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.863 Epoch 35 Batch 758/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.830 Epoch 35 Batch 759/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.922 Epoch 35 Batch 760/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.871 Epoch 35 Batch 761/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.935 Epoch 35 Batch 762/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.914 Epoch 35 Batch 763/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.920 Epoch 35 Batch 764/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.816 Epoch 35 Batch 765/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.879 Epoch 35 Batch 766/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.878 Epoch 35 Batch 767/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.850 Epoch 35 Batch 768/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.906 Epoch 35 Batch 769/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.894 Epoch 35 Batch 770/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.873 Epoch 35 Batch 771/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.866 Epoch 35 Batch 772/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.872 Epoch 35 Batch 773/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.966 Epoch 35 Batch 774/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.888 Epoch 35 Batch 775/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.868 Epoch 35 Batch 776/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.882 Epoch 35 Batch 777/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.917 Epoch 35 Batch 778/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.910 Epoch 35 Batch 779/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.869 Epoch 35 Batch 780/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.892 Epoch 35 Batch 781/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.963 Epoch 35 Batch 782/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.899 Epoch 35 Batch 783/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.883 Epoch 35 Batch 784/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.915 Epoch 35 Batch 785/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.884 Epoch 35 Batch 786/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.925 Epoch 35 Batch 787/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.903 Epoch 35 Batch 788/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.858 Epoch 35 Batch 789/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.879 Epoch 35 Batch 790/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.829 Epoch 35 Batch 791/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.851 Epoch 35 Batch 792/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.866 Epoch 35 Batch 793/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.923 Epoch 35 Batch 794/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.874 Epoch 35 Batch 795/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.976 Epoch 35 Batch 796/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.865 Epoch 35 Batch 797/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.942 Epoch 35 Batch 798/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.940 Epoch 35 Batch 799/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 0.871 Epoch 35 Batch 800/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.806 Epoch 35 Batch 801/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.952 Epoch 35 Batch 802/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.896 Epoch 35 Batch 803/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.881 Epoch 35 Batch 804/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.863 Epoch 35 Batch 805/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.899 Epoch 35 Batch 806/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.844 Epoch 35 Batch 807/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.858 Epoch 35 Batch 808/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.907 Epoch 35 Batch 809/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.898 Epoch 35 Batch 810/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.900 Epoch 35 Batch 811/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.926 Epoch 35 Batch 812/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.865 Epoch 35 Batch 813/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.901 Epoch 35 Batch 814/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.863 Epoch 35 Batch 815/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.820 Epoch 35 Batch 816/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.926 Epoch 35 Batch 817/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.883 Epoch 35 Batch 818/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.896 Epoch 35 Batch 819/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.854 Epoch 35 Batch 820/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.906 Epoch 35 Batch 821/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.921 Epoch 35 Batch 822/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.859 Epoch 35 Batch 823/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.874 Epoch 35 Batch 824/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.828 Epoch 35 Batch 825/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.906 Epoch 35 Batch 826/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.811 Epoch 35 Batch 827/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.891 Epoch 35 Batch 828/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.874 Epoch 35 Batch 829/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.882 Epoch 35 Batch 830/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.957 Epoch 35 Batch 831/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.232, Loss: 0.885 Epoch 35 Batch 832/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.902 Epoch 35 Batch 833/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.911 Epoch 35 Batch 834/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.232, Loss: 0.916 Epoch 35 Batch 835/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.843 Epoch 35 Batch 836/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.904 Epoch 35 Batch 837/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.877 Epoch 35 Batch 838/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.845 Epoch 35 Batch 839/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.904 Epoch 35 Batch 840/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.817 Epoch 35 Batch 841/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.938 Epoch 35 Batch 842/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.843 Epoch 35 Batch 843/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.909 Epoch 35 Batch 844/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.863 Epoch 35 Batch 845/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.841 Epoch 35 Batch 846/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.928 Epoch 35 Batch 847/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.873 Epoch 35 Batch 848/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.889 Epoch 35 Batch 849/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.879 Epoch 35 Batch 850/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.946 Epoch 35 Batch 851/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.895 Epoch 35 Batch 852/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.913 Epoch 35 Batch 853/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.936 Epoch 35 Batch 854/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.851 Epoch 35 Batch 855/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.858 Epoch 35 Batch 856/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.898 Epoch 35 Batch 857/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.904 Epoch 35 Batch 858/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.917 Epoch 35 Batch 859/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.231, Loss: 0.919 Epoch 35 Batch 860/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.876 Epoch 35 Batch 861/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.918 Epoch 35 Batch 862/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.903 Epoch 35 Batch 863/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.825 Epoch 35 Batch 864/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.898 Epoch 35 Batch 865/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.232, Loss: 0.827 Epoch 35 Batch 866/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.836 Epoch 35 Batch 867/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.860 Epoch 35 Batch 868/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.882 Epoch 35 Batch 869/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.929 Epoch 35 Batch 870/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.232, Loss: 0.894 Epoch 35 Batch 871/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.854 Epoch 35 Batch 872/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.928 Epoch 35 Batch 873/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.878 Epoch 35 Batch 874/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.880 Epoch 35 Batch 875/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.875 Epoch 35 Batch 876/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.919 Epoch 35 Batch 877/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.861 Epoch 35 Batch 878/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.865 Epoch 35 Batch 879/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.929 Epoch 35 Batch 880/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.965 Epoch 35 Batch 881/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.841 Epoch 35 Batch 882/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.889 Epoch 35 Batch 883/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.938 Epoch 35 Batch 884/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.863 Epoch 35 Batch 885/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.232, Loss: 0.852 Epoch 35 Batch 886/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.865 Epoch 35 Batch 887/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.904 Epoch 35 Batch 888/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.835 Epoch 35 Batch 889/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.846 Epoch 35 Batch 890/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.886 Epoch 35 Batch 891/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.884 Epoch 35 Batch 892/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.884 Epoch 35 Batch 893/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.892 Epoch 35 Batch 894/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.896 Epoch 35 Batch 895/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.909 Epoch 35 Batch 896/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.881 Epoch 35 Batch 897/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.825 Epoch 35 Batch 898/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.864 Epoch 35 Batch 899/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.858 Epoch 35 Batch 900/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.911 Epoch 35 Batch 901/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.938 Epoch 35 Batch 902/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.876 Epoch 35 Batch 903/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.866 Epoch 35 Batch 904/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.230, Loss: 0.895 Epoch 35 Batch 905/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.890 Epoch 35 Batch 906/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.870 Epoch 35 Batch 907/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.860 Epoch 35 Batch 908/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.870 Epoch 35 Batch 909/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.904 Epoch 35 Batch 910/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.918 Epoch 35 Batch 911/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.231, Loss: 0.845 Epoch 35 Batch 912/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.887 Epoch 35 Batch 913/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.902 Epoch 35 Batch 914/1077 - Train Accuracy: 0.299, Validation Accuracy: 0.231, Loss: 0.939 Epoch 35 Batch 915/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.886 Epoch 35 Batch 916/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.838 Epoch 35 Batch 917/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.930 Epoch 35 Batch 918/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.231, Loss: 0.884 Epoch 35 Batch 919/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.231, Loss: 0.902 Epoch 35 Batch 920/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.844 Epoch 35 Batch 921/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.911 Epoch 35 Batch 922/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.898 Epoch 35 Batch 923/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.231, Loss: 0.845 Epoch 35 Batch 924/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.231, Loss: 0.849 Epoch 35 Batch 925/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.897 Epoch 35 Batch 926/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.901 Epoch 35 Batch 927/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.897 Epoch 35 Batch 928/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.896 Epoch 35 Batch 929/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.931 Epoch 35 Batch 930/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.866 Epoch 35 Batch 931/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.855 Epoch 35 Batch 932/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.923 Epoch 35 Batch 933/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.871 Epoch 35 Batch 934/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.881 Epoch 35 Batch 935/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.924 Epoch 35 Batch 936/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.862 Epoch 35 Batch 937/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.231, Loss: 0.895 Epoch 35 Batch 938/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.843 Epoch 35 Batch 939/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.892 Epoch 35 Batch 940/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.949 Epoch 35 Batch 941/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.868 Epoch 35 Batch 942/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.875 Epoch 35 Batch 943/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.900 Epoch 35 Batch 944/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.884 Epoch 35 Batch 945/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.908 Epoch 35 Batch 946/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.896 Epoch 35 Batch 947/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.931 Epoch 35 Batch 948/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.867 Epoch 35 Batch 949/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.886 Epoch 35 Batch 950/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.893 Epoch 35 Batch 951/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.930 Epoch 35 Batch 952/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.921 Epoch 35 Batch 953/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.938 Epoch 35 Batch 954/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.878 Epoch 35 Batch 955/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.914 Epoch 35 Batch 956/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.848 Epoch 35 Batch 957/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.912 Epoch 35 Batch 958/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.858 Epoch 35 Batch 959/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.873 Epoch 35 Batch 960/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.935 Epoch 35 Batch 961/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.906 Epoch 35 Batch 962/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.877 Epoch 35 Batch 963/1077 - Train Accuracy: 0.070, Validation Accuracy: 0.230, Loss: 0.883 Epoch 35 Batch 964/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.924 Epoch 35 Batch 965/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.230, Loss: 0.894 Epoch 35 Batch 966/1077 - Train Accuracy: 0.263, Validation Accuracy: 0.230, Loss: 0.873 Epoch 35 Batch 967/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.886 Epoch 35 Batch 968/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.807 Epoch 35 Batch 969/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.916 Epoch 35 Batch 970/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.897 Epoch 35 Batch 971/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.892 Epoch 35 Batch 972/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.833 Epoch 35 Batch 973/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.872 Epoch 35 Batch 974/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.934 Epoch 35 Batch 975/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.884 Epoch 35 Batch 976/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.894 Epoch 35 Batch 977/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.900 Epoch 35 Batch 978/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.902 Epoch 35 Batch 979/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.231, Loss: 0.844 Epoch 35 Batch 980/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.896 Epoch 35 Batch 981/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.839 Epoch 35 Batch 982/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.877 Epoch 35 Batch 983/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.928 Epoch 35 Batch 984/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.902 Epoch 35 Batch 985/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.895 Epoch 35 Batch 986/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.940 Epoch 35 Batch 987/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.915 Epoch 35 Batch 988/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.231, Loss: 0.925 Epoch 35 Batch 989/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.900 Epoch 35 Batch 990/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.231, Loss: 0.911 Epoch 35 Batch 991/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.231, Loss: 0.909 Epoch 35 Batch 992/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.817 Epoch 35 Batch 993/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.934 Epoch 35 Batch 994/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.878 Epoch 35 Batch 995/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.857 Epoch 35 Batch 996/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.856 Epoch 35 Batch 997/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 0.914 Epoch 35 Batch 998/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.884 Epoch 35 Batch 999/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.872 Epoch 35 Batch 1000/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.923 Epoch 35 Batch 1001/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.231, Loss: 0.924 Epoch 35 Batch 1002/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.231, Loss: 0.817 Epoch 35 Batch 1003/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.894 Epoch 35 Batch 1004/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.932 Epoch 35 Batch 1005/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.906 Epoch 35 Batch 1006/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.889 Epoch 35 Batch 1007/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.903 Epoch 35 Batch 1008/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.835 Epoch 35 Batch 1009/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.830 Epoch 35 Batch 1010/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.924 Epoch 35 Batch 1011/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.869 Epoch 35 Batch 1012/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.232, Loss: 0.865 Epoch 35 Batch 1013/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.863 Epoch 35 Batch 1014/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.948 Epoch 35 Batch 1015/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.935 Epoch 35 Batch 1016/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.914 Epoch 35 Batch 1017/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.232, Loss: 0.824 Epoch 35 Batch 1018/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.905 Epoch 35 Batch 1019/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.881 Epoch 35 Batch 1020/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.835 Epoch 35 Batch 1021/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.911 Epoch 35 Batch 1022/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.884 Epoch 35 Batch 1023/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.232, Loss: 0.876 Epoch 35 Batch 1024/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.883 Epoch 35 Batch 1025/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.876 Epoch 35 Batch 1026/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.893 Epoch 35 Batch 1027/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.969 Epoch 35 Batch 1028/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.862 Epoch 35 Batch 1029/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.868 Epoch 35 Batch 1030/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.798 Epoch 35 Batch 1031/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.904 Epoch 35 Batch 1032/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.903 Epoch 35 Batch 1033/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.867 Epoch 35 Batch 1034/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.232, Loss: 0.912 Epoch 35 Batch 1035/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.874 Epoch 35 Batch 1036/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.894 Epoch 35 Batch 1037/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.232, Loss: 0.895 Epoch 35 Batch 1038/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.909 Epoch 35 Batch 1039/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.924 Epoch 35 Batch 1040/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.932 Epoch 35 Batch 1041/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.851 Epoch 35 Batch 1042/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.887 Epoch 35 Batch 1043/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.231, Loss: 0.851 Epoch 35 Batch 1044/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.899 Epoch 35 Batch 1045/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.882 Epoch 35 Batch 1046/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.845 Epoch 35 Batch 1047/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.879 Epoch 35 Batch 1048/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.902 Epoch 35 Batch 1049/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.915 Epoch 35 Batch 1050/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.861 Epoch 35 Batch 1051/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.892 Epoch 35 Batch 1052/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.827 Epoch 35 Batch 1053/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.970 Epoch 35 Batch 1054/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.869 Epoch 35 Batch 1055/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.919 Epoch 35 Batch 1056/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.837 Epoch 35 Batch 1057/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.927 Epoch 35 Batch 1058/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.954 Epoch 35 Batch 1059/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.230, Loss: 0.956 Epoch 35 Batch 1060/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.930 Epoch 35 Batch 1061/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.951 Epoch 35 Batch 1062/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.915 Epoch 35 Batch 1063/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.852 Epoch 35 Batch 1064/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.882 Epoch 35 Batch 1065/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.882 Epoch 35 Batch 1066/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.941 Epoch 35 Batch 1067/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.858 Epoch 35 Batch 1068/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.916 Epoch 35 Batch 1069/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.877 Epoch 35 Batch 1070/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.820 Epoch 35 Batch 1071/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.939 Epoch 35 Batch 1072/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.887 Epoch 35 Batch 1073/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.881 Epoch 35 Batch 1074/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.895 Epoch 35 Batch 1075/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.956 Epoch 36 Batch 0/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.859 Epoch 36 Batch 1/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.867 Epoch 36 Batch 2/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.231, Loss: 0.882 Epoch 36 Batch 3/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.918 Epoch 36 Batch 4/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.927 Epoch 36 Batch 5/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.928 Epoch 36 Batch 6/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.923 Epoch 36 Batch 7/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.231, Loss: 0.897 Epoch 36 Batch 8/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.828 Epoch 36 Batch 9/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.798 Epoch 36 Batch 10/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.911 Epoch 36 Batch 11/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.885 Epoch 36 Batch 12/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.888 Epoch 36 Batch 13/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.892 Epoch 36 Batch 14/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.857 Epoch 36 Batch 15/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.837 Epoch 36 Batch 16/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.891 Epoch 36 Batch 17/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.947 Epoch 36 Batch 18/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.918 Epoch 36 Batch 19/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.929 Epoch 36 Batch 20/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.918 Epoch 36 Batch 21/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.927 Epoch 36 Batch 22/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.933 Epoch 36 Batch 23/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.888 Epoch 36 Batch 24/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.912 Epoch 36 Batch 25/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.917 Epoch 36 Batch 26/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.887 Epoch 36 Batch 27/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.872 Epoch 36 Batch 28/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.897 Epoch 36 Batch 29/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.895 Epoch 36 Batch 30/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.905 Epoch 36 Batch 31/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.839 Epoch 36 Batch 32/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.879 Epoch 36 Batch 33/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.891 Epoch 36 Batch 34/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.872 Epoch 36 Batch 35/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.901 Epoch 36 Batch 36/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.862 Epoch 36 Batch 37/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.900 Epoch 36 Batch 38/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.231, Loss: 0.913 Epoch 36 Batch 39/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.967 Epoch 36 Batch 40/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.857 Epoch 36 Batch 41/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.856 Epoch 36 Batch 42/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.935 Epoch 36 Batch 43/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.232, Loss: 0.903 Epoch 36 Batch 44/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.964 Epoch 36 Batch 45/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.877 Epoch 36 Batch 46/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.232, Loss: 0.956 Epoch 36 Batch 47/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.848 Epoch 36 Batch 48/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.809 Epoch 36 Batch 49/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.232, Loss: 0.900 Epoch 36 Batch 50/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.901 Epoch 36 Batch 51/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.900 Epoch 36 Batch 52/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.847 Epoch 36 Batch 53/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.231, Loss: 0.953 Epoch 36 Batch 54/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.875 Epoch 36 Batch 55/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.901 Epoch 36 Batch 56/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.868 Epoch 36 Batch 57/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.231, Loss: 0.851 Epoch 36 Batch 58/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.862 Epoch 36 Batch 59/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.919 Epoch 36 Batch 60/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.890 Epoch 36 Batch 61/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.893 Epoch 36 Batch 62/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.899 Epoch 36 Batch 63/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.895 Epoch 36 Batch 64/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.825 Epoch 36 Batch 65/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.895 Epoch 36 Batch 66/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.231, Loss: 0.925 Epoch 36 Batch 67/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.831 Epoch 36 Batch 68/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.918 Epoch 36 Batch 69/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.925 Epoch 36 Batch 70/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.943 Epoch 36 Batch 71/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.879 Epoch 36 Batch 72/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.933 Epoch 36 Batch 73/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.847 Epoch 36 Batch 74/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.844 Epoch 36 Batch 75/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.883 Epoch 36 Batch 76/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.786 Epoch 36 Batch 77/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.960 Epoch 36 Batch 78/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.910 Epoch 36 Batch 79/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.919 Epoch 36 Batch 80/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.895 Epoch 36 Batch 81/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.232, Loss: 0.918 Epoch 36 Batch 82/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.232, Loss: 0.851 Epoch 36 Batch 83/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.899 Epoch 36 Batch 84/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.864 Epoch 36 Batch 85/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.911 Epoch 36 Batch 86/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.845 Epoch 36 Batch 87/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.939 Epoch 36 Batch 88/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.851 Epoch 36 Batch 89/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.882 Epoch 36 Batch 90/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.846 Epoch 36 Batch 91/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.927 Epoch 36 Batch 92/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.893 Epoch 36 Batch 93/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.895 Epoch 36 Batch 94/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.901 Epoch 36 Batch 95/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.876 Epoch 36 Batch 96/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.813 Epoch 36 Batch 97/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.862 Epoch 36 Batch 98/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.883 Epoch 36 Batch 99/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.886 Epoch 36 Batch 100/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.911 Epoch 36 Batch 101/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.869 Epoch 36 Batch 102/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.879 Epoch 36 Batch 103/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.943 Epoch 36 Batch 104/1077 - Train Accuracy: 0.102, Validation Accuracy: 0.231, Loss: 0.863 Epoch 36 Batch 105/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.872 Epoch 36 Batch 106/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.231, Loss: 0.931 Epoch 36 Batch 107/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.231, Loss: 0.904 Epoch 36 Batch 108/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.231, Loss: 0.874 Epoch 36 Batch 109/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.907 Epoch 36 Batch 110/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.231, Loss: 0.890 Epoch 36 Batch 111/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.893 Epoch 36 Batch 112/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.881 Epoch 36 Batch 113/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.861 Epoch 36 Batch 114/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.900 Epoch 36 Batch 115/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.890 Epoch 36 Batch 116/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.937 Epoch 36 Batch 117/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.908 Epoch 36 Batch 118/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 0.884 Epoch 36 Batch 119/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.842 Epoch 36 Batch 120/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.880 Epoch 36 Batch 121/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.844 Epoch 36 Batch 122/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.869 Epoch 36 Batch 123/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.873 Epoch 36 Batch 124/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.843 Epoch 36 Batch 125/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.928 Epoch 36 Batch 126/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.866 Epoch 36 Batch 127/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.878 Epoch 36 Batch 128/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.863 Epoch 36 Batch 129/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.891 Epoch 36 Batch 130/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.847 Epoch 36 Batch 131/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.885 Epoch 36 Batch 132/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.859 Epoch 36 Batch 133/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 0.869 Epoch 36 Batch 134/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.875 Epoch 36 Batch 135/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.900 Epoch 36 Batch 136/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.870 Epoch 36 Batch 137/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.864 Epoch 36 Batch 138/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.899 Epoch 36 Batch 139/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.861 Epoch 36 Batch 140/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.900 Epoch 36 Batch 141/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.939 Epoch 36 Batch 142/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.847 Epoch 36 Batch 143/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.900 Epoch 36 Batch 144/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.856 Epoch 36 Batch 145/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.842 Epoch 36 Batch 146/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.885 Epoch 36 Batch 147/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.838 Epoch 36 Batch 148/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.946 Epoch 36 Batch 149/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.842 Epoch 36 Batch 150/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.847 Epoch 36 Batch 151/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.889 Epoch 36 Batch 152/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.892 Epoch 36 Batch 153/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.893 Epoch 36 Batch 154/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.827 Epoch 36 Batch 155/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.862 Epoch 36 Batch 156/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.893 Epoch 36 Batch 157/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.948 Epoch 36 Batch 158/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.876 Epoch 36 Batch 159/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.828 Epoch 36 Batch 160/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.871 Epoch 36 Batch 161/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.822 Epoch 36 Batch 162/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.923 Epoch 36 Batch 163/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.892 Epoch 36 Batch 164/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.913 Epoch 36 Batch 165/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.919 Epoch 36 Batch 166/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.834 Epoch 36 Batch 167/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.899 Epoch 36 Batch 168/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.231, Loss: 0.917 Epoch 36 Batch 169/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.902 Epoch 36 Batch 170/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.881 Epoch 36 Batch 171/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.231, Loss: 0.902 Epoch 36 Batch 172/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.836 Epoch 36 Batch 173/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.231, Loss: 0.911 Epoch 36 Batch 174/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.886 Epoch 36 Batch 175/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.900 Epoch 36 Batch 176/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.871 Epoch 36 Batch 177/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.952 Epoch 36 Batch 178/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.846 Epoch 36 Batch 179/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.899 Epoch 36 Batch 180/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.893 Epoch 36 Batch 181/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.838 Epoch 36 Batch 182/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.853 Epoch 36 Batch 183/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.897 Epoch 36 Batch 184/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.878 Epoch 36 Batch 185/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.897 Epoch 36 Batch 186/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.917 Epoch 36 Batch 187/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.851 Epoch 36 Batch 188/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.841 Epoch 36 Batch 189/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.828 Epoch 36 Batch 190/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.849 Epoch 36 Batch 191/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.231, Loss: 0.856 Epoch 36 Batch 192/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.921 Epoch 36 Batch 193/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.839 Epoch 36 Batch 194/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.886 Epoch 36 Batch 195/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.806 Epoch 36 Batch 196/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.867 Epoch 36 Batch 197/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.831 Epoch 36 Batch 198/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.915 Epoch 36 Batch 199/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.887 Epoch 36 Batch 200/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.870 Epoch 36 Batch 201/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.831 Epoch 36 Batch 202/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.857 Epoch 36 Batch 203/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.853 Epoch 36 Batch 204/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.880 Epoch 36 Batch 205/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.901 Epoch 36 Batch 206/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.945 Epoch 36 Batch 207/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.899 Epoch 36 Batch 208/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.888 Epoch 36 Batch 209/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.898 Epoch 36 Batch 210/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.888 Epoch 36 Batch 211/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.881 Epoch 36 Batch 212/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.864 Epoch 36 Batch 213/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.898 Epoch 36 Batch 214/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.929 Epoch 36 Batch 215/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.881 Epoch 36 Batch 216/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.960 Epoch 36 Batch 217/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.859 Epoch 36 Batch 218/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.894 Epoch 36 Batch 219/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.232, Loss: 0.878 Epoch 36 Batch 220/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.898 Epoch 36 Batch 221/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.922 Epoch 36 Batch 222/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.879 Epoch 36 Batch 223/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.897 Epoch 36 Batch 224/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.950 Epoch 36 Batch 225/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.869 Epoch 36 Batch 226/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.863 Epoch 36 Batch 227/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.232, Loss: 0.917 Epoch 36 Batch 228/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.826 Epoch 36 Batch 229/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.899 Epoch 36 Batch 230/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.862 Epoch 36 Batch 231/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.901 Epoch 36 Batch 232/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.908 Epoch 36 Batch 233/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.893 Epoch 36 Batch 234/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.931 Epoch 36 Batch 235/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.863 Epoch 36 Batch 236/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.896 Epoch 36 Batch 237/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.944 Epoch 36 Batch 238/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.900 Epoch 36 Batch 239/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.882 Epoch 36 Batch 240/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.933 Epoch 36 Batch 241/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.897 Epoch 36 Batch 242/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.892 Epoch 36 Batch 243/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.889 Epoch 36 Batch 244/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.232, Loss: 0.836 Epoch 36 Batch 245/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.876 Epoch 36 Batch 246/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.883 Epoch 36 Batch 247/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.935 Epoch 36 Batch 248/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.877 Epoch 36 Batch 249/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.949 Epoch 36 Batch 250/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.232, Loss: 0.874 Epoch 36 Batch 251/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.922 Epoch 36 Batch 252/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.898 Epoch 36 Batch 253/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.232, Loss: 0.922 Epoch 36 Batch 254/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.897 Epoch 36 Batch 255/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.860 Epoch 36 Batch 256/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.934 Epoch 36 Batch 257/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.850 Epoch 36 Batch 258/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.889 Epoch 36 Batch 259/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.880 Epoch 36 Batch 260/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.873 Epoch 36 Batch 261/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.232, Loss: 0.861 Epoch 36 Batch 262/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.880 Epoch 36 Batch 263/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.838 Epoch 36 Batch 264/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.911 Epoch 36 Batch 265/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.843 Epoch 36 Batch 266/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.893 Epoch 36 Batch 267/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.232, Loss: 0.847 Epoch 36 Batch 268/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.863 Epoch 36 Batch 269/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.882 Epoch 36 Batch 270/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.886 Epoch 36 Batch 271/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.821 Epoch 36 Batch 272/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.883 Epoch 36 Batch 273/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.854 Epoch 36 Batch 274/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.938 Epoch 36 Batch 275/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.901 Epoch 36 Batch 276/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.921 Epoch 36 Batch 277/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.881 Epoch 36 Batch 278/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.817 Epoch 36 Batch 279/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.924 Epoch 36 Batch 280/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.851 Epoch 36 Batch 281/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.887 Epoch 36 Batch 282/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.916 Epoch 36 Batch 283/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.901 Epoch 36 Batch 284/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.871 Epoch 36 Batch 285/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.914 Epoch 36 Batch 286/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.879 Epoch 36 Batch 287/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.938 Epoch 36 Batch 288/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.887 Epoch 36 Batch 289/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.842 Epoch 36 Batch 290/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.905 Epoch 36 Batch 291/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.959 Epoch 36 Batch 292/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.929 Epoch 36 Batch 293/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.876 Epoch 36 Batch 294/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.232, Loss: 0.800 Epoch 36 Batch 295/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.859 Epoch 36 Batch 296/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.874 Epoch 36 Batch 297/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.899 Epoch 36 Batch 298/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.910 Epoch 36 Batch 299/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.864 Epoch 36 Batch 300/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.872 Epoch 36 Batch 301/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.854 Epoch 36 Batch 302/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.876 Epoch 36 Batch 303/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.232, Loss: 0.870 Epoch 36 Batch 304/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.861 Epoch 36 Batch 305/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.910 Epoch 36 Batch 306/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.954 Epoch 36 Batch 307/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.787 Epoch 36 Batch 308/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.955 Epoch 36 Batch 309/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.896 Epoch 36 Batch 310/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.978 Epoch 36 Batch 311/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.231, Loss: 0.878 Epoch 36 Batch 312/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.913 Epoch 36 Batch 313/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.881 Epoch 36 Batch 314/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.887 Epoch 36 Batch 315/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.860 Epoch 36 Batch 316/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.826 Epoch 36 Batch 317/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.231, Loss: 0.905 Epoch 36 Batch 318/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.956 Epoch 36 Batch 319/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.895 Epoch 36 Batch 320/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.935 Epoch 36 Batch 321/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.915 Epoch 36 Batch 322/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.232, Loss: 0.899 Epoch 36 Batch 323/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.852 Epoch 36 Batch 324/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.950 Epoch 36 Batch 325/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.895 Epoch 36 Batch 326/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.863 Epoch 36 Batch 327/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.958 Epoch 36 Batch 328/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.912 Epoch 36 Batch 329/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.856 Epoch 36 Batch 330/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.831 Epoch 36 Batch 331/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.928 Epoch 36 Batch 332/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.840 Epoch 36 Batch 333/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.949 Epoch 36 Batch 334/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.928 Epoch 36 Batch 335/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.945 Epoch 36 Batch 336/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.912 Epoch 36 Batch 337/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.946 Epoch 36 Batch 338/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.902 Epoch 36 Batch 339/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.920 Epoch 36 Batch 340/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.878 Epoch 36 Batch 341/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.856 Epoch 36 Batch 342/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.843 Epoch 36 Batch 343/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.883 Epoch 36 Batch 344/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.891 Epoch 36 Batch 345/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.950 Epoch 36 Batch 346/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.959 Epoch 36 Batch 347/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.883 Epoch 36 Batch 348/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.899 Epoch 36 Batch 349/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.821 Epoch 36 Batch 350/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.859 Epoch 36 Batch 351/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.884 Epoch 36 Batch 352/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.891 Epoch 36 Batch 353/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.827 Epoch 36 Batch 354/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.906 Epoch 36 Batch 355/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.853 Epoch 36 Batch 356/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.906 Epoch 36 Batch 357/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.885 Epoch 36 Batch 358/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.941 Epoch 36 Batch 359/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.880 Epoch 36 Batch 360/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.838 Epoch 36 Batch 361/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.887 Epoch 36 Batch 362/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.900 Epoch 36 Batch 363/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.873 Epoch 36 Batch 364/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.932 Epoch 36 Batch 365/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.934 Epoch 36 Batch 366/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.864 Epoch 36 Batch 367/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.885 Epoch 36 Batch 368/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.902 Epoch 36 Batch 369/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.837 Epoch 36 Batch 370/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.854 Epoch 36 Batch 371/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.914 Epoch 36 Batch 372/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.893 Epoch 36 Batch 373/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.861 Epoch 36 Batch 374/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.918 Epoch 36 Batch 375/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.232, Loss: 0.893 Epoch 36 Batch 376/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.232, Loss: 0.878 Epoch 36 Batch 377/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.896 Epoch 36 Batch 378/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.897 Epoch 36 Batch 379/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.842 Epoch 36 Batch 380/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.847 Epoch 36 Batch 381/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.955 Epoch 36 Batch 382/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.914 Epoch 36 Batch 383/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.827 Epoch 36 Batch 384/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.891 Epoch 36 Batch 385/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.843 Epoch 36 Batch 386/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.897 Epoch 36 Batch 387/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.825 Epoch 36 Batch 388/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.233, Loss: 0.888 Epoch 36 Batch 389/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.867 Epoch 36 Batch 390/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.888 Epoch 36 Batch 391/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.910 Epoch 36 Batch 392/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.956 Epoch 36 Batch 393/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.863 Epoch 36 Batch 394/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.842 Epoch 36 Batch 395/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.889 Epoch 36 Batch 396/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.878 Epoch 36 Batch 397/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.854 Epoch 36 Batch 398/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.883 Epoch 36 Batch 399/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.879 Epoch 36 Batch 400/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.896 Epoch 36 Batch 401/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.844 Epoch 36 Batch 402/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.897 Epoch 36 Batch 403/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.916 Epoch 36 Batch 404/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.897 Epoch 36 Batch 405/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.963 Epoch 36 Batch 406/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.231, Loss: 0.904 Epoch 36 Batch 407/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.884 Epoch 36 Batch 408/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.960 Epoch 36 Batch 409/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.852 Epoch 36 Batch 410/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.232, Loss: 0.852 Epoch 36 Batch 411/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.895 Epoch 36 Batch 412/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.874 Epoch 36 Batch 413/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.829 Epoch 36 Batch 414/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.855 Epoch 36 Batch 415/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.916 Epoch 36 Batch 416/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.892 Epoch 36 Batch 417/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.918 Epoch 36 Batch 418/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.953 Epoch 36 Batch 419/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.852 Epoch 36 Batch 420/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.851 Epoch 36 Batch 421/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.936 Epoch 36 Batch 422/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.854 Epoch 36 Batch 423/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.930 Epoch 36 Batch 424/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.935 Epoch 36 Batch 425/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.924 Epoch 36 Batch 426/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.925 Epoch 36 Batch 427/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.859 Epoch 36 Batch 428/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.231, Loss: 0.861 Epoch 36 Batch 429/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.866 Epoch 36 Batch 430/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.890 Epoch 36 Batch 431/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.917 Epoch 36 Batch 432/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.870 Epoch 36 Batch 433/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.844 Epoch 36 Batch 434/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.896 Epoch 36 Batch 435/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.931 Epoch 36 Batch 436/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.914 Epoch 36 Batch 437/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.853 Epoch 36 Batch 438/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.859 Epoch 36 Batch 439/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.907 Epoch 36 Batch 440/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.918 Epoch 36 Batch 441/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.880 Epoch 36 Batch 442/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.869 Epoch 36 Batch 443/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.941 Epoch 36 Batch 444/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.909 Epoch 36 Batch 445/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.857 Epoch 36 Batch 446/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.867 Epoch 36 Batch 447/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.841 Epoch 36 Batch 448/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.894 Epoch 36 Batch 449/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.935 Epoch 36 Batch 450/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.977 Epoch 36 Batch 451/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.877 Epoch 36 Batch 452/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.857 Epoch 36 Batch 453/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.859 Epoch 36 Batch 454/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.923 Epoch 36 Batch 455/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.232, Loss: 0.851 Epoch 36 Batch 456/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.917 Epoch 36 Batch 457/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.889 Epoch 36 Batch 458/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.231, Loss: 0.876 Epoch 36 Batch 459/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.876 Epoch 36 Batch 460/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.919 Epoch 36 Batch 461/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.851 Epoch 36 Batch 462/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.912 Epoch 36 Batch 463/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.938 Epoch 36 Batch 464/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.232, Loss: 0.869 Epoch 36 Batch 465/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.886 Epoch 36 Batch 466/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.881 Epoch 36 Batch 467/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.832 Epoch 36 Batch 468/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.897 Epoch 36 Batch 469/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.858 Epoch 36 Batch 470/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.962 Epoch 36 Batch 471/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.906 Epoch 36 Batch 472/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.938 Epoch 36 Batch 473/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.925 Epoch 36 Batch 474/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.912 Epoch 36 Batch 475/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.904 Epoch 36 Batch 476/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.231, Loss: 0.834 Epoch 36 Batch 477/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.231, Loss: 0.974 Epoch 36 Batch 478/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.881 Epoch 36 Batch 479/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.838 Epoch 36 Batch 480/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.919 Epoch 36 Batch 481/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.901 Epoch 36 Batch 482/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.844 Epoch 36 Batch 483/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.872 Epoch 36 Batch 484/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.891 Epoch 36 Batch 485/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.900 Epoch 36 Batch 486/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.872 Epoch 36 Batch 487/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.937 Epoch 36 Batch 488/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.891 Epoch 36 Batch 489/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.830 Epoch 36 Batch 490/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.932 Epoch 36 Batch 491/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.884 Epoch 36 Batch 492/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.856 Epoch 36 Batch 493/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.846 Epoch 36 Batch 494/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.877 Epoch 36 Batch 495/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.884 Epoch 36 Batch 496/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.885 Epoch 36 Batch 497/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.805 Epoch 36 Batch 498/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.852 Epoch 36 Batch 499/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.889 Epoch 36 Batch 500/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.844 Epoch 36 Batch 501/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.894 Epoch 36 Batch 502/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.891 Epoch 36 Batch 503/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.875 Epoch 36 Batch 504/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.892 Epoch 36 Batch 505/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.889 Epoch 36 Batch 506/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.903 Epoch 36 Batch 507/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.871 Epoch 36 Batch 508/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.907 Epoch 36 Batch 509/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.908 Epoch 36 Batch 510/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.946 Epoch 36 Batch 511/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.966 Epoch 36 Batch 512/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.883 Epoch 36 Batch 513/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.938 Epoch 36 Batch 514/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.846 Epoch 36 Batch 515/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.904 Epoch 36 Batch 516/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.892 Epoch 36 Batch 517/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.927 Epoch 36 Batch 518/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.881 Epoch 36 Batch 519/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.937 Epoch 36 Batch 520/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.927 Epoch 36 Batch 521/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.900 Epoch 36 Batch 522/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.919 Epoch 36 Batch 523/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.921 Epoch 36 Batch 524/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.886 Epoch 36 Batch 525/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.887 Epoch 36 Batch 526/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.885 Epoch 36 Batch 527/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.936 Epoch 36 Batch 528/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.922 Epoch 36 Batch 529/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.925 Epoch 36 Batch 530/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.812 Epoch 36 Batch 531/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.897 Epoch 36 Batch 532/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.867 Epoch 36 Batch 533/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.857 Epoch 36 Batch 534/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.923 Epoch 36 Batch 535/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.847 Epoch 36 Batch 536/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.883 Epoch 36 Batch 537/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.874 Epoch 36 Batch 538/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.869 Epoch 36 Batch 539/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.887 Epoch 36 Batch 540/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.883 Epoch 36 Batch 541/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.895 Epoch 36 Batch 542/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.828 Epoch 36 Batch 543/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.954 Epoch 36 Batch 544/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.877 Epoch 36 Batch 545/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.897 Epoch 36 Batch 546/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.926 Epoch 36 Batch 547/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.894 Epoch 36 Batch 548/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.862 Epoch 36 Batch 549/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.902 Epoch 36 Batch 550/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.863 Epoch 36 Batch 551/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.922 Epoch 36 Batch 552/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.882 Epoch 36 Batch 553/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.929 Epoch 36 Batch 554/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.231, Loss: 0.831 Epoch 36 Batch 555/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.844 Epoch 36 Batch 556/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.867 Epoch 36 Batch 557/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.901 Epoch 36 Batch 558/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.834 Epoch 36 Batch 559/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.909 Epoch 36 Batch 560/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.928 Epoch 36 Batch 561/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.850 Epoch 36 Batch 562/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.905 Epoch 36 Batch 563/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.944 Epoch 36 Batch 564/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.896 Epoch 36 Batch 565/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.932 Epoch 36 Batch 566/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.865 Epoch 36 Batch 567/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.880 Epoch 36 Batch 568/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.814 Epoch 36 Batch 569/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.923 Epoch 36 Batch 570/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.883 Epoch 36 Batch 571/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.899 Epoch 36 Batch 572/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.879 Epoch 36 Batch 573/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.956 Epoch 36 Batch 574/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.843 Epoch 36 Batch 575/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.868 Epoch 36 Batch 576/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.869 Epoch 36 Batch 577/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.856 Epoch 36 Batch 578/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.929 Epoch 36 Batch 579/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.872 Epoch 36 Batch 580/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.886 Epoch 36 Batch 581/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.881 Epoch 36 Batch 582/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.882 Epoch 36 Batch 583/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.808 Epoch 36 Batch 584/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.868 Epoch 36 Batch 585/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.902 Epoch 36 Batch 586/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.902 Epoch 36 Batch 587/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.834 Epoch 36 Batch 588/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.879 Epoch 36 Batch 589/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.231, Loss: 0.822 Epoch 36 Batch 590/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.851 Epoch 36 Batch 591/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.230, Loss: 0.844 Epoch 36 Batch 592/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.937 Epoch 36 Batch 593/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.893 Epoch 36 Batch 594/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.893 Epoch 36 Batch 595/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.917 Epoch 36 Batch 596/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.861 Epoch 36 Batch 597/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.231, Loss: 0.893 Epoch 36 Batch 598/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.922 Epoch 36 Batch 599/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.913 Epoch 36 Batch 600/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.908 Epoch 36 Batch 601/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.231, Loss: 0.930 Epoch 36 Batch 602/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.908 Epoch 36 Batch 603/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.844 Epoch 36 Batch 604/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.935 Epoch 36 Batch 605/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.896 Epoch 36 Batch 606/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.908 Epoch 36 Batch 607/1077 - Train Accuracy: 0.240, Validation Accuracy: 0.231, Loss: 0.904 Epoch 36 Batch 608/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.865 Epoch 36 Batch 609/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.836 Epoch 36 Batch 610/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.231, Loss: 0.803 Epoch 36 Batch 611/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.873 Epoch 36 Batch 612/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.889 Epoch 36 Batch 613/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.889 Epoch 36 Batch 614/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.904 Epoch 36 Batch 615/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.887 Epoch 36 Batch 616/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.918 Epoch 36 Batch 617/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.913 Epoch 36 Batch 618/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.874 Epoch 36 Batch 619/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.232, Loss: 0.850 Epoch 36 Batch 620/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.846 Epoch 36 Batch 621/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.959 Epoch 36 Batch 622/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.843 Epoch 36 Batch 623/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.910 Epoch 36 Batch 624/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.802 Epoch 36 Batch 625/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.905 Epoch 36 Batch 626/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.231, Loss: 0.856 Epoch 36 Batch 627/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.835 Epoch 36 Batch 628/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.921 Epoch 36 Batch 629/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.943 Epoch 36 Batch 630/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.919 Epoch 36 Batch 631/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.915 Epoch 36 Batch 632/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.874 Epoch 36 Batch 633/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.898 Epoch 36 Batch 634/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.854 Epoch 36 Batch 635/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.231, Loss: 0.845 Epoch 36 Batch 636/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.902 Epoch 36 Batch 637/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.931 Epoch 36 Batch 638/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.897 Epoch 36 Batch 639/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.877 Epoch 36 Batch 640/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.231, Loss: 0.935 Epoch 36 Batch 641/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.896 Epoch 36 Batch 642/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.864 Epoch 36 Batch 643/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.903 Epoch 36 Batch 644/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.903 Epoch 36 Batch 645/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.882 Epoch 36 Batch 646/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.905 Epoch 36 Batch 647/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.885 Epoch 36 Batch 648/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.897 Epoch 36 Batch 649/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.904 Epoch 36 Batch 650/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.837 Epoch 36 Batch 651/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.888 Epoch 36 Batch 652/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.883 Epoch 36 Batch 653/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.856 Epoch 36 Batch 654/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.877 Epoch 36 Batch 655/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.899 Epoch 36 Batch 656/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.887 Epoch 36 Batch 657/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.842 Epoch 36 Batch 658/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.924 Epoch 36 Batch 659/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.890 Epoch 36 Batch 660/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.888 Epoch 36 Batch 661/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.833 Epoch 36 Batch 662/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.890 Epoch 36 Batch 663/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.817 Epoch 36 Batch 664/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.839 Epoch 36 Batch 665/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.842 Epoch 36 Batch 666/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.231, Loss: 0.878 Epoch 36 Batch 667/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.899 Epoch 36 Batch 668/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.847 Epoch 36 Batch 669/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 0.917 Epoch 36 Batch 670/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.231, Loss: 0.908 Epoch 36 Batch 671/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.910 Epoch 36 Batch 672/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.897 Epoch 36 Batch 673/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.877 Epoch 36 Batch 674/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.891 Epoch 36 Batch 675/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.851 Epoch 36 Batch 676/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.863 Epoch 36 Batch 677/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.906 Epoch 36 Batch 678/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.828 Epoch 36 Batch 679/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.865 Epoch 36 Batch 680/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.886 Epoch 36 Batch 681/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.856 Epoch 36 Batch 682/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.231, Loss: 0.902 Epoch 36 Batch 683/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.877 Epoch 36 Batch 684/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.912 Epoch 36 Batch 685/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.951 Epoch 36 Batch 686/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.231, Loss: 0.857 Epoch 36 Batch 687/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.910 Epoch 36 Batch 688/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.831 Epoch 36 Batch 689/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.929 Epoch 36 Batch 690/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.911 Epoch 36 Batch 691/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.912 Epoch 36 Batch 692/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.855 Epoch 36 Batch 693/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.949 Epoch 36 Batch 694/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.880 Epoch 36 Batch 695/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.916 Epoch 36 Batch 696/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.876 Epoch 36 Batch 697/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.918 Epoch 36 Batch 698/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.874 Epoch 36 Batch 699/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.232, Loss: 0.934 Epoch 36 Batch 700/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.856 Epoch 36 Batch 701/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.855 Epoch 36 Batch 702/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.913 Epoch 36 Batch 703/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.854 Epoch 36 Batch 704/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.910 Epoch 36 Batch 705/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.872 Epoch 36 Batch 706/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.878 Epoch 36 Batch 707/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.876 Epoch 36 Batch 708/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.856 Epoch 36 Batch 709/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.916 Epoch 36 Batch 710/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.908 Epoch 36 Batch 711/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.892 Epoch 36 Batch 712/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.873 Epoch 36 Batch 713/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.232, Loss: 0.823 Epoch 36 Batch 714/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.232, Loss: 0.907 Epoch 36 Batch 715/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.960 Epoch 36 Batch 716/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.893 Epoch 36 Batch 717/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 0.928 Epoch 36 Batch 718/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.957 Epoch 36 Batch 719/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.864 Epoch 36 Batch 720/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.895 Epoch 36 Batch 721/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.855 Epoch 36 Batch 722/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.840 Epoch 36 Batch 723/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.816 Epoch 36 Batch 724/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.859 Epoch 36 Batch 725/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.859 Epoch 36 Batch 726/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.868 Epoch 36 Batch 727/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.904 Epoch 36 Batch 728/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.880 Epoch 36 Batch 729/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.844 Epoch 36 Batch 730/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.852 Epoch 36 Batch 731/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.830 Epoch 36 Batch 732/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.902 Epoch 36 Batch 733/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.860 Epoch 36 Batch 734/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.926 Epoch 36 Batch 735/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.833 Epoch 36 Batch 736/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.899 Epoch 36 Batch 737/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.898 Epoch 36 Batch 738/1077 - Train Accuracy: 0.289, Validation Accuracy: 0.232, Loss: 0.890 Epoch 36 Batch 739/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.879 Epoch 36 Batch 740/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.900 Epoch 36 Batch 741/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.881 Epoch 36 Batch 742/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.895 Epoch 36 Batch 743/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.883 Epoch 36 Batch 744/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.946 Epoch 36 Batch 745/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.908 Epoch 36 Batch 746/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.891 Epoch 36 Batch 747/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.853 Epoch 36 Batch 748/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.909 Epoch 36 Batch 749/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.897 Epoch 36 Batch 750/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.909 Epoch 36 Batch 751/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.939 Epoch 36 Batch 752/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.977 Epoch 36 Batch 753/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.924 Epoch 36 Batch 754/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.880 Epoch 36 Batch 755/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.876 Epoch 36 Batch 756/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.827 Epoch 36 Batch 757/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.859 Epoch 36 Batch 758/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.844 Epoch 36 Batch 759/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.871 Epoch 36 Batch 760/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.878 Epoch 36 Batch 761/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.907 Epoch 36 Batch 762/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.893 Epoch 36 Batch 763/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.836 Epoch 36 Batch 764/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.861 Epoch 36 Batch 765/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.897 Epoch 36 Batch 766/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.888 Epoch 36 Batch 767/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.877 Epoch 36 Batch 768/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.841 Epoch 36 Batch 769/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.846 Epoch 36 Batch 770/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.903 Epoch 36 Batch 771/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.882 Epoch 36 Batch 772/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.934 Epoch 36 Batch 773/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.838 Epoch 36 Batch 774/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.882 Epoch 36 Batch 775/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.850 Epoch 36 Batch 776/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.834 Epoch 36 Batch 777/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.939 Epoch 36 Batch 778/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.934 Epoch 36 Batch 779/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.899 Epoch 36 Batch 780/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.930 Epoch 36 Batch 781/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.879 Epoch 36 Batch 782/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.840 Epoch 36 Batch 783/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.898 Epoch 36 Batch 784/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.881 Epoch 36 Batch 785/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.903 Epoch 36 Batch 786/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.894 Epoch 36 Batch 787/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.939 Epoch 36 Batch 788/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.861 Epoch 36 Batch 789/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.895 Epoch 36 Batch 790/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.917 Epoch 36 Batch 791/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.913 Epoch 36 Batch 792/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.945 Epoch 36 Batch 793/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.817 Epoch 36 Batch 794/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.887 Epoch 36 Batch 795/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.873 Epoch 36 Batch 796/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.911 Epoch 36 Batch 797/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.873 Epoch 36 Batch 798/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.856 Epoch 36 Batch 799/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.232, Loss: 0.902 Epoch 36 Batch 800/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.872 Epoch 36 Batch 801/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.846 Epoch 36 Batch 802/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.908 Epoch 36 Batch 803/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.855 Epoch 36 Batch 804/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.875 Epoch 36 Batch 805/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.914 Epoch 36 Batch 806/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.858 Epoch 36 Batch 807/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.872 Epoch 36 Batch 808/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.897 Epoch 36 Batch 809/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.895 Epoch 36 Batch 810/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.897 Epoch 36 Batch 811/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.827 Epoch 36 Batch 812/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.939 Epoch 36 Batch 813/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.861 Epoch 36 Batch 814/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.915 Epoch 36 Batch 815/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.861 Epoch 36 Batch 816/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.854 Epoch 36 Batch 817/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.886 Epoch 36 Batch 818/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.937 Epoch 36 Batch 819/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.874 Epoch 36 Batch 820/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.874 Epoch 36 Batch 821/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.837 Epoch 36 Batch 822/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.887 Epoch 36 Batch 823/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.858 Epoch 36 Batch 824/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.957 Epoch 36 Batch 825/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.852 Epoch 36 Batch 826/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.872 Epoch 36 Batch 827/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.866 Epoch 36 Batch 828/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.835 Epoch 36 Batch 829/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.939 Epoch 36 Batch 830/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.874 Epoch 36 Batch 831/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.232, Loss: 0.928 Epoch 36 Batch 832/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.909 Epoch 36 Batch 833/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.855 Epoch 36 Batch 834/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.232, Loss: 0.818 Epoch 36 Batch 835/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.847 Epoch 36 Batch 836/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.873 Epoch 36 Batch 837/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.918 Epoch 36 Batch 838/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.882 Epoch 36 Batch 839/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.872 Epoch 36 Batch 840/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.932 Epoch 36 Batch 841/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.855 Epoch 36 Batch 842/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.924 Epoch 36 Batch 843/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.840 Epoch 36 Batch 844/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.884 Epoch 36 Batch 845/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.855 Epoch 36 Batch 846/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.888 Epoch 36 Batch 847/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.905 Epoch 36 Batch 848/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.927 Epoch 36 Batch 849/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.894 Epoch 36 Batch 850/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.888 Epoch 36 Batch 851/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.907 Epoch 36 Batch 852/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.906 Epoch 36 Batch 853/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.938 Epoch 36 Batch 854/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.900 Epoch 36 Batch 855/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.898 Epoch 36 Batch 856/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.922 Epoch 36 Batch 857/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.920 Epoch 36 Batch 858/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.937 Epoch 36 Batch 859/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.899 Epoch 36 Batch 860/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.904 Epoch 36 Batch 861/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.839 Epoch 36 Batch 862/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.900 Epoch 36 Batch 863/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.858 Epoch 36 Batch 864/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.825 Epoch 36 Batch 865/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.233, Loss: 0.912 Epoch 36 Batch 866/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.870 Epoch 36 Batch 867/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.949 Epoch 36 Batch 868/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.970 Epoch 36 Batch 869/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.881 Epoch 36 Batch 870/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.232, Loss: 0.879 Epoch 36 Batch 871/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.916 Epoch 36 Batch 872/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.909 Epoch 36 Batch 873/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.849 Epoch 36 Batch 874/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.915 Epoch 36 Batch 875/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.912 Epoch 36 Batch 876/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.861 Epoch 36 Batch 877/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.873 Epoch 36 Batch 878/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.845 Epoch 36 Batch 879/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.860 Epoch 36 Batch 880/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.835 Epoch 36 Batch 881/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.848 Epoch 36 Batch 882/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.882 Epoch 36 Batch 883/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.899 Epoch 36 Batch 884/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.951 Epoch 36 Batch 885/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.232, Loss: 0.876 Epoch 36 Batch 886/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.874 Epoch 36 Batch 887/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.860 Epoch 36 Batch 888/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.930 Epoch 36 Batch 889/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.902 Epoch 36 Batch 890/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.948 Epoch 36 Batch 891/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.890 Epoch 36 Batch 892/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.868 Epoch 36 Batch 893/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.882 Epoch 36 Batch 894/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.884 Epoch 36 Batch 895/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.912 Epoch 36 Batch 896/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.890 Epoch 36 Batch 897/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.921 Epoch 36 Batch 898/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.895 Epoch 36 Batch 899/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.876 Epoch 36 Batch 900/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.870 Epoch 36 Batch 901/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.953 Epoch 36 Batch 902/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.899 Epoch 36 Batch 903/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.880 Epoch 36 Batch 904/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.848 Epoch 36 Batch 905/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.902 Epoch 36 Batch 906/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.866 Epoch 36 Batch 907/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.909 Epoch 36 Batch 908/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.885 Epoch 36 Batch 909/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.910 Epoch 36 Batch 910/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.852 Epoch 36 Batch 911/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.232, Loss: 0.875 Epoch 36 Batch 912/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.864 Epoch 36 Batch 913/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.900 Epoch 36 Batch 914/1077 - Train Accuracy: 0.299, Validation Accuracy: 0.232, Loss: 0.925 Epoch 36 Batch 915/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.886 Epoch 36 Batch 916/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.895 Epoch 36 Batch 917/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.835 Epoch 36 Batch 918/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.231, Loss: 0.900 Epoch 36 Batch 919/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.231, Loss: 0.816 Epoch 36 Batch 920/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.877 Epoch 36 Batch 921/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.888 Epoch 36 Batch 922/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.865 Epoch 36 Batch 923/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.231, Loss: 0.867 Epoch 36 Batch 924/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.231, Loss: 0.853 Epoch 36 Batch 925/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.866 Epoch 36 Batch 926/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.812 Epoch 36 Batch 927/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.232, Loss: 0.877 Epoch 36 Batch 928/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.909 Epoch 36 Batch 929/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.895 Epoch 36 Batch 930/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.827 Epoch 36 Batch 931/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.867 Epoch 36 Batch 932/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.851 Epoch 36 Batch 933/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.830 Epoch 36 Batch 934/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.871 Epoch 36 Batch 935/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.879 Epoch 36 Batch 936/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.844 Epoch 36 Batch 937/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.873 Epoch 36 Batch 938/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.941 Epoch 36 Batch 939/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.938 Epoch 36 Batch 940/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.902 Epoch 36 Batch 941/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.876 Epoch 36 Batch 942/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.922 Epoch 36 Batch 943/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.844 Epoch 36 Batch 944/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.895 Epoch 36 Batch 945/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.880 Epoch 36 Batch 946/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.785 Epoch 36 Batch 947/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.888 Epoch 36 Batch 948/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.883 Epoch 36 Batch 949/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.895 Epoch 36 Batch 950/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.832 Epoch 36 Batch 951/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.927 Epoch 36 Batch 952/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.906 Epoch 36 Batch 953/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.821 Epoch 36 Batch 954/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.853 Epoch 36 Batch 955/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.906 Epoch 36 Batch 956/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.824 Epoch 36 Batch 957/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.878 Epoch 36 Batch 958/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.842 Epoch 36 Batch 959/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.911 Epoch 36 Batch 960/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.895 Epoch 36 Batch 961/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.906 Epoch 36 Batch 962/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.881 Epoch 36 Batch 963/1077 - Train Accuracy: 0.071, Validation Accuracy: 0.230, Loss: 0.883 Epoch 36 Batch 964/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.916 Epoch 36 Batch 965/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.230, Loss: 0.887 Epoch 36 Batch 966/1077 - Train Accuracy: 0.264, Validation Accuracy: 0.230, Loss: 0.895 Epoch 36 Batch 967/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.859 Epoch 36 Batch 968/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.879 Epoch 36 Batch 969/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.891 Epoch 36 Batch 970/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.868 Epoch 36 Batch 971/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.949 Epoch 36 Batch 972/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.874 Epoch 36 Batch 973/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.884 Epoch 36 Batch 974/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.232, Loss: 0.878 Epoch 36 Batch 975/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.856 Epoch 36 Batch 976/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.874 Epoch 36 Batch 977/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.866 Epoch 36 Batch 978/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.933 Epoch 36 Batch 979/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.232, Loss: 0.817 Epoch 36 Batch 980/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.935 Epoch 36 Batch 981/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.906 Epoch 36 Batch 982/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.947 Epoch 36 Batch 983/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.888 Epoch 36 Batch 984/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.856 Epoch 36 Batch 985/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.882 Epoch 36 Batch 986/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.938 Epoch 36 Batch 987/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.868 Epoch 36 Batch 988/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.230, Loss: 0.906 Epoch 36 Batch 989/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.897 Epoch 36 Batch 990/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.231, Loss: 0.891 Epoch 36 Batch 991/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.231, Loss: 0.849 Epoch 36 Batch 992/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.868 Epoch 36 Batch 993/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.929 Epoch 36 Batch 994/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.926 Epoch 36 Batch 995/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.887 Epoch 36 Batch 996/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.918 Epoch 36 Batch 997/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.948 Epoch 36 Batch 998/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.797 Epoch 36 Batch 999/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.898 Epoch 36 Batch 1000/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.883 Epoch 36 Batch 1001/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.232, Loss: 0.875 Epoch 36 Batch 1002/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.906 Epoch 36 Batch 1003/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.868 Epoch 36 Batch 1004/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.885 Epoch 36 Batch 1005/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.848 Epoch 36 Batch 1006/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.875 Epoch 36 Batch 1007/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.880 Epoch 36 Batch 1008/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.934 Epoch 36 Batch 1009/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.903 Epoch 36 Batch 1010/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.898 Epoch 36 Batch 1011/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.855 Epoch 36 Batch 1012/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.232, Loss: 0.896 Epoch 36 Batch 1013/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.859 Epoch 36 Batch 1014/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.957 Epoch 36 Batch 1015/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.949 Epoch 36 Batch 1016/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.927 Epoch 36 Batch 1017/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.232, Loss: 0.900 Epoch 36 Batch 1018/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.870 Epoch 36 Batch 1019/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.919 Epoch 36 Batch 1020/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.842 Epoch 36 Batch 1021/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.921 Epoch 36 Batch 1022/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.931 Epoch 36 Batch 1023/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.232, Loss: 0.918 Epoch 36 Batch 1024/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.882 Epoch 36 Batch 1025/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.967 Epoch 36 Batch 1026/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.941 Epoch 36 Batch 1027/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.853 Epoch 36 Batch 1028/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.937 Epoch 36 Batch 1029/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.914 Epoch 36 Batch 1030/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.869 Epoch 36 Batch 1031/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.935 Epoch 36 Batch 1032/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.900 Epoch 36 Batch 1033/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.917 Epoch 36 Batch 1034/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.232, Loss: 0.877 Epoch 36 Batch 1035/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.834 Epoch 36 Batch 1036/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.905 Epoch 36 Batch 1037/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.892 Epoch 36 Batch 1038/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.880 Epoch 36 Batch 1039/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.886 Epoch 36 Batch 1040/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.896 Epoch 36 Batch 1041/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.901 Epoch 36 Batch 1042/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.858 Epoch 36 Batch 1043/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.231, Loss: 0.944 Epoch 36 Batch 1044/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.952 Epoch 36 Batch 1045/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.880 Epoch 36 Batch 1046/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.901 Epoch 36 Batch 1047/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.878 Epoch 36 Batch 1048/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.879 Epoch 36 Batch 1049/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.836 Epoch 36 Batch 1050/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.837 Epoch 36 Batch 1051/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.838 Epoch 36 Batch 1052/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.230, Loss: 0.900 Epoch 36 Batch 1053/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.868 Epoch 36 Batch 1054/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.859 Epoch 36 Batch 1055/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.870 Epoch 36 Batch 1056/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.908 Epoch 36 Batch 1057/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.882 Epoch 36 Batch 1058/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.878 Epoch 36 Batch 1059/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.908 Epoch 36 Batch 1060/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.899 Epoch 36 Batch 1061/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.957 Epoch 36 Batch 1062/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.827 Epoch 36 Batch 1063/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.877 Epoch 36 Batch 1064/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.937 Epoch 36 Batch 1065/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.897 Epoch 36 Batch 1066/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.817 Epoch 36 Batch 1067/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.850 Epoch 36 Batch 1068/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.887 Epoch 36 Batch 1069/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.858 Epoch 36 Batch 1070/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.872 Epoch 36 Batch 1071/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.887 Epoch 36 Batch 1072/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.893 Epoch 36 Batch 1073/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.830 Epoch 36 Batch 1074/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.927 Epoch 36 Batch 1075/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.900 Epoch 37 Batch 0/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.863 Epoch 37 Batch 1/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.930 Epoch 37 Batch 2/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.232, Loss: 0.899 Epoch 37 Batch 3/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.889 Epoch 37 Batch 4/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.883 Epoch 37 Batch 5/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.925 Epoch 37 Batch 6/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.925 Epoch 37 Batch 7/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.232, Loss: 0.851 Epoch 37 Batch 8/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.875 Epoch 37 Batch 9/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.912 Epoch 37 Batch 10/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.862 Epoch 37 Batch 11/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.813 Epoch 37 Batch 12/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.857 Epoch 37 Batch 13/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.232, Loss: 0.945 Epoch 37 Batch 14/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.853 Epoch 37 Batch 15/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.891 Epoch 37 Batch 16/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.948 Epoch 37 Batch 17/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.863 Epoch 37 Batch 18/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.919 Epoch 37 Batch 19/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.868 Epoch 37 Batch 20/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.915 Epoch 37 Batch 21/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.926 Epoch 37 Batch 22/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.878 Epoch 37 Batch 23/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.884 Epoch 37 Batch 24/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.862 Epoch 37 Batch 25/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.883 Epoch 37 Batch 26/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.811 Epoch 37 Batch 27/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.843 Epoch 37 Batch 28/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.858 Epoch 37 Batch 29/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.878 Epoch 37 Batch 30/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.883 Epoch 37 Batch 31/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.917 Epoch 37 Batch 32/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.899 Epoch 37 Batch 33/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.763 Epoch 37 Batch 34/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.856 Epoch 37 Batch 35/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.828 Epoch 37 Batch 36/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.895 Epoch 37 Batch 37/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.912 Epoch 37 Batch 38/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.232, Loss: 0.906 Epoch 37 Batch 39/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.880 Epoch 37 Batch 40/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.870 Epoch 37 Batch 41/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.806 Epoch 37 Batch 42/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.860 Epoch 37 Batch 43/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.232, Loss: 0.896 Epoch 37 Batch 44/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.901 Epoch 37 Batch 45/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.834 Epoch 37 Batch 46/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.231, Loss: 0.961 Epoch 37 Batch 47/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.918 Epoch 37 Batch 48/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.871 Epoch 37 Batch 49/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.231, Loss: 0.898 Epoch 37 Batch 50/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.856 Epoch 37 Batch 51/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.882 Epoch 37 Batch 52/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.781 Epoch 37 Batch 53/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.231, Loss: 0.904 Epoch 37 Batch 54/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.902 Epoch 37 Batch 55/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.915 Epoch 37 Batch 56/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.876 Epoch 37 Batch 57/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.232, Loss: 0.926 Epoch 37 Batch 58/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.909 Epoch 37 Batch 59/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.889 Epoch 37 Batch 60/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.881 Epoch 37 Batch 61/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.945 Epoch 37 Batch 62/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.818 Epoch 37 Batch 63/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.913 Epoch 37 Batch 64/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.866 Epoch 37 Batch 65/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.881 Epoch 37 Batch 66/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.231, Loss: 0.888 Epoch 37 Batch 67/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.868 Epoch 37 Batch 68/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.841 Epoch 37 Batch 69/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.844 Epoch 37 Batch 70/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.910 Epoch 37 Batch 71/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.928 Epoch 37 Batch 72/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.887 Epoch 37 Batch 73/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.914 Epoch 37 Batch 74/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.867 Epoch 37 Batch 75/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.877 Epoch 37 Batch 76/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.815 Epoch 37 Batch 77/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.884 Epoch 37 Batch 78/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.869 Epoch 37 Batch 79/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.798 Epoch 37 Batch 80/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.899 Epoch 37 Batch 81/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.232, Loss: 0.916 Epoch 37 Batch 82/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.231, Loss: 0.884 Epoch 37 Batch 83/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.880 Epoch 37 Batch 84/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.949 Epoch 37 Batch 85/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.231, Loss: 0.856 Epoch 37 Batch 86/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.910 Epoch 37 Batch 87/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.915 Epoch 37 Batch 88/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.956 Epoch 37 Batch 89/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.848 Epoch 37 Batch 90/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.940 Epoch 37 Batch 91/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.804 Epoch 37 Batch 92/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.932 Epoch 37 Batch 93/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.891 Epoch 37 Batch 94/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.901 Epoch 37 Batch 95/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.892 Epoch 37 Batch 96/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.910 Epoch 37 Batch 97/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.855 Epoch 37 Batch 98/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.886 Epoch 37 Batch 99/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.873 Epoch 37 Batch 100/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.832 Epoch 37 Batch 101/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.230, Loss: 0.867 Epoch 37 Batch 102/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.854 Epoch 37 Batch 103/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.862 Epoch 37 Batch 104/1077 - Train Accuracy: 0.103, Validation Accuracy: 0.230, Loss: 0.890 Epoch 37 Batch 105/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.899 Epoch 37 Batch 106/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.231, Loss: 0.876 Epoch 37 Batch 107/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.876 Epoch 37 Batch 108/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.232, Loss: 0.866 Epoch 37 Batch 109/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.933 Epoch 37 Batch 110/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.232, Loss: 0.857 Epoch 37 Batch 111/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.845 Epoch 37 Batch 112/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.876 Epoch 37 Batch 113/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.862 Epoch 37 Batch 114/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.855 Epoch 37 Batch 115/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.983 Epoch 37 Batch 116/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.894 Epoch 37 Batch 117/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.885 Epoch 37 Batch 118/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.835 Epoch 37 Batch 119/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.842 Epoch 37 Batch 120/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.852 Epoch 37 Batch 121/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.829 Epoch 37 Batch 122/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.949 Epoch 37 Batch 123/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.822 Epoch 37 Batch 124/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.880 Epoch 37 Batch 125/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.943 Epoch 37 Batch 126/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.857 Epoch 37 Batch 127/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.881 Epoch 37 Batch 128/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.856 Epoch 37 Batch 129/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.867 Epoch 37 Batch 130/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.874 Epoch 37 Batch 131/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.895 Epoch 37 Batch 132/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.858 Epoch 37 Batch 133/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.885 Epoch 37 Batch 134/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.934 Epoch 37 Batch 135/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.836 Epoch 37 Batch 136/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.852 Epoch 37 Batch 137/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.865 Epoch 37 Batch 138/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.894 Epoch 37 Batch 139/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.853 Epoch 37 Batch 140/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.891 Epoch 37 Batch 141/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.964 Epoch 37 Batch 142/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.897 Epoch 37 Batch 143/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.791 Epoch 37 Batch 144/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.892 Epoch 37 Batch 145/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.830 Epoch 37 Batch 146/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.916 Epoch 37 Batch 147/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.856 Epoch 37 Batch 148/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.887 Epoch 37 Batch 149/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.853 Epoch 37 Batch 150/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.823 Epoch 37 Batch 151/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.950 Epoch 37 Batch 152/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.906 Epoch 37 Batch 153/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.882 Epoch 37 Batch 154/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.873 Epoch 37 Batch 155/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.900 Epoch 37 Batch 156/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.920 Epoch 37 Batch 157/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.879 Epoch 37 Batch 158/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.824 Epoch 37 Batch 159/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.911 Epoch 37 Batch 160/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.807 Epoch 37 Batch 161/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.904 Epoch 37 Batch 162/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.833 Epoch 37 Batch 163/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.918 Epoch 37 Batch 164/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.889 Epoch 37 Batch 165/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.950 Epoch 37 Batch 166/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.920 Epoch 37 Batch 167/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.948 Epoch 37 Batch 168/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.816 Epoch 37 Batch 169/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.857 Epoch 37 Batch 170/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.883 Epoch 37 Batch 171/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.232, Loss: 0.912 Epoch 37 Batch 172/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.898 Epoch 37 Batch 173/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.231, Loss: 0.927 Epoch 37 Batch 174/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.826 Epoch 37 Batch 175/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.864 Epoch 37 Batch 176/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.874 Epoch 37 Batch 177/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.915 Epoch 37 Batch 178/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.882 Epoch 37 Batch 179/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.925 Epoch 37 Batch 180/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.927 Epoch 37 Batch 181/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.899 Epoch 37 Batch 182/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.882 Epoch 37 Batch 183/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.851 Epoch 37 Batch 184/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.891 Epoch 37 Batch 185/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.892 Epoch 37 Batch 186/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.841 Epoch 37 Batch 187/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.898 Epoch 37 Batch 188/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.870 Epoch 37 Batch 189/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.835 Epoch 37 Batch 190/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.884 Epoch 37 Batch 191/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.231, Loss: 0.838 Epoch 37 Batch 192/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.843 Epoch 37 Batch 193/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.891 Epoch 37 Batch 194/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.879 Epoch 37 Batch 195/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.844 Epoch 37 Batch 196/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.863 Epoch 37 Batch 197/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.933 Epoch 37 Batch 198/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.918 Epoch 37 Batch 199/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.886 Epoch 37 Batch 200/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.874 Epoch 37 Batch 201/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.904 Epoch 37 Batch 202/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.878 Epoch 37 Batch 203/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.923 Epoch 37 Batch 204/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.892 Epoch 37 Batch 205/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.943 Epoch 37 Batch 206/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.842 Epoch 37 Batch 207/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.799 Epoch 37 Batch 208/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.936 Epoch 37 Batch 209/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.847 Epoch 37 Batch 210/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.231, Loss: 0.866 Epoch 37 Batch 211/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.888 Epoch 37 Batch 212/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.868 Epoch 37 Batch 213/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.822 Epoch 37 Batch 214/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.878 Epoch 37 Batch 215/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.889 Epoch 37 Batch 216/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.888 Epoch 37 Batch 217/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.880 Epoch 37 Batch 218/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.231, Loss: 0.896 Epoch 37 Batch 219/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.231, Loss: 0.865 Epoch 37 Batch 220/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.853 Epoch 37 Batch 221/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.886 Epoch 37 Batch 222/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.853 Epoch 37 Batch 223/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.960 Epoch 37 Batch 224/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.874 Epoch 37 Batch 225/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.882 Epoch 37 Batch 226/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.877 Epoch 37 Batch 227/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.890 Epoch 37 Batch 228/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.884 Epoch 37 Batch 229/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.857 Epoch 37 Batch 230/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.959 Epoch 37 Batch 231/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.899 Epoch 37 Batch 232/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.907 Epoch 37 Batch 233/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.886 Epoch 37 Batch 234/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.231, Loss: 0.884 Epoch 37 Batch 235/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.912 Epoch 37 Batch 236/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.896 Epoch 37 Batch 237/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.875 Epoch 37 Batch 238/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.876 Epoch 37 Batch 239/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.867 Epoch 37 Batch 240/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.852 Epoch 37 Batch 241/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.866 Epoch 37 Batch 242/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.870 Epoch 37 Batch 243/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.860 Epoch 37 Batch 244/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.231, Loss: 0.868 Epoch 37 Batch 245/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.837 Epoch 37 Batch 246/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.849 Epoch 37 Batch 247/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.914 Epoch 37 Batch 248/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.886 Epoch 37 Batch 249/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.887 Epoch 37 Batch 250/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.231, Loss: 0.896 Epoch 37 Batch 251/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.858 Epoch 37 Batch 252/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.885 Epoch 37 Batch 253/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.231, Loss: 0.853 Epoch 37 Batch 254/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.868 Epoch 37 Batch 255/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.868 Epoch 37 Batch 256/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.905 Epoch 37 Batch 257/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.933 Epoch 37 Batch 258/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.932 Epoch 37 Batch 259/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.842 Epoch 37 Batch 260/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.887 Epoch 37 Batch 261/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.232, Loss: 0.908 Epoch 37 Batch 262/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.863 Epoch 37 Batch 263/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.888 Epoch 37 Batch 264/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.231, Loss: 0.865 Epoch 37 Batch 265/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.882 Epoch 37 Batch 266/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.831 Epoch 37 Batch 267/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.232, Loss: 0.864 Epoch 37 Batch 268/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.904 Epoch 37 Batch 269/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.905 Epoch 37 Batch 270/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.867 Epoch 37 Batch 271/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.931 Epoch 37 Batch 272/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.879 Epoch 37 Batch 273/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.837 Epoch 37 Batch 274/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.922 Epoch 37 Batch 275/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.881 Epoch 37 Batch 276/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.961 Epoch 37 Batch 277/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.961 Epoch 37 Batch 278/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.944 Epoch 37 Batch 279/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.915 Epoch 37 Batch 280/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.907 Epoch 37 Batch 281/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.834 Epoch 37 Batch 282/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.894 Epoch 37 Batch 283/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.961 Epoch 37 Batch 284/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.847 Epoch 37 Batch 285/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.928 Epoch 37 Batch 286/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.903 Epoch 37 Batch 287/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.988 Epoch 37 Batch 288/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.913 Epoch 37 Batch 289/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.965 Epoch 37 Batch 290/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.916 Epoch 37 Batch 291/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.815 Epoch 37 Batch 292/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.881 Epoch 37 Batch 293/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.898 Epoch 37 Batch 294/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.232, Loss: 0.898 Epoch 37 Batch 295/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.936 Epoch 37 Batch 296/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.904 Epoch 37 Batch 297/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.863 Epoch 37 Batch 298/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.880 Epoch 37 Batch 299/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.943 Epoch 37 Batch 300/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.826 Epoch 37 Batch 301/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.839 Epoch 37 Batch 302/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.886 Epoch 37 Batch 303/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.232, Loss: 0.927 Epoch 37 Batch 304/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.907 Epoch 37 Batch 305/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.833 Epoch 37 Batch 306/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.882 Epoch 37 Batch 307/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.969 Epoch 37 Batch 308/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.826 Epoch 37 Batch 309/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.929 Epoch 37 Batch 310/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.894 Epoch 37 Batch 311/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.231, Loss: 0.876 Epoch 37 Batch 312/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.944 Epoch 37 Batch 313/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.814 Epoch 37 Batch 314/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.853 Epoch 37 Batch 315/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.840 Epoch 37 Batch 316/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.867 Epoch 37 Batch 317/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.987 Epoch 37 Batch 318/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.853 Epoch 37 Batch 319/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.903 Epoch 37 Batch 320/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.936 Epoch 37 Batch 321/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.888 Epoch 37 Batch 322/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.232, Loss: 0.882 Epoch 37 Batch 323/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.894 Epoch 37 Batch 324/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.897 Epoch 37 Batch 325/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.868 Epoch 37 Batch 326/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.864 Epoch 37 Batch 327/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.876 Epoch 37 Batch 328/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.881 Epoch 37 Batch 329/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.868 Epoch 37 Batch 330/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.911 Epoch 37 Batch 331/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.836 Epoch 37 Batch 332/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.877 Epoch 37 Batch 333/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.833 Epoch 37 Batch 334/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.801 Epoch 37 Batch 335/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.887 Epoch 37 Batch 336/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.956 Epoch 37 Batch 337/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.877 Epoch 37 Batch 338/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.943 Epoch 37 Batch 339/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.901 Epoch 37 Batch 340/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.929 Epoch 37 Batch 341/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.889 Epoch 37 Batch 342/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.855 Epoch 37 Batch 343/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.831 Epoch 37 Batch 344/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.886 Epoch 37 Batch 345/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.882 Epoch 37 Batch 346/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.887 Epoch 37 Batch 347/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.855 Epoch 37 Batch 348/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.840 Epoch 37 Batch 349/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.842 Epoch 37 Batch 350/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.853 Epoch 37 Batch 351/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.920 Epoch 37 Batch 352/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.904 Epoch 37 Batch 353/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.952 Epoch 37 Batch 354/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.904 Epoch 37 Batch 355/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.860 Epoch 37 Batch 356/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.880 Epoch 37 Batch 357/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.888 Epoch 37 Batch 358/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.900 Epoch 37 Batch 359/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.857 Epoch 37 Batch 360/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.898 Epoch 37 Batch 361/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.872 Epoch 37 Batch 362/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.852 Epoch 37 Batch 363/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.934 Epoch 37 Batch 364/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.841 Epoch 37 Batch 365/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.869 Epoch 37 Batch 366/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.882 Epoch 37 Batch 367/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.824 Epoch 37 Batch 368/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.947 Epoch 37 Batch 369/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.876 Epoch 37 Batch 370/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.902 Epoch 37 Batch 371/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.893 Epoch 37 Batch 372/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.866 Epoch 37 Batch 373/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.895 Epoch 37 Batch 374/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.876 Epoch 37 Batch 375/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.232, Loss: 0.853 Epoch 37 Batch 376/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.232, Loss: 0.858 Epoch 37 Batch 377/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.849 Epoch 37 Batch 378/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.942 Epoch 37 Batch 379/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.908 Epoch 37 Batch 380/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.801 Epoch 37 Batch 381/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.863 Epoch 37 Batch 382/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.908 Epoch 37 Batch 383/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.863 Epoch 37 Batch 384/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.926 Epoch 37 Batch 385/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.819 Epoch 37 Batch 386/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.936 Epoch 37 Batch 387/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.849 Epoch 37 Batch 388/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.232, Loss: 0.858 Epoch 37 Batch 389/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.878 Epoch 37 Batch 390/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.880 Epoch 37 Batch 391/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.921 Epoch 37 Batch 392/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.887 Epoch 37 Batch 393/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.919 Epoch 37 Batch 394/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.853 Epoch 37 Batch 395/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.913 Epoch 37 Batch 396/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.859 Epoch 37 Batch 397/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.887 Epoch 37 Batch 398/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.920 Epoch 37 Batch 399/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.917 Epoch 37 Batch 400/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.892 Epoch 37 Batch 401/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.959 Epoch 37 Batch 402/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.846 Epoch 37 Batch 403/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.879 Epoch 37 Batch 404/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.955 Epoch 37 Batch 405/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.890 Epoch 37 Batch 406/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.907 Epoch 37 Batch 407/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.858 Epoch 37 Batch 408/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.844 Epoch 37 Batch 409/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.923 Epoch 37 Batch 410/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.232, Loss: 0.873 Epoch 37 Batch 411/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.888 Epoch 37 Batch 412/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.827 Epoch 37 Batch 413/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.928 Epoch 37 Batch 414/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.907 Epoch 37 Batch 415/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.917 Epoch 37 Batch 416/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.894 Epoch 37 Batch 417/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.931 Epoch 37 Batch 418/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.831 Epoch 37 Batch 419/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.894 Epoch 37 Batch 420/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.891 Epoch 37 Batch 421/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.985 Epoch 37 Batch 422/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.851 Epoch 37 Batch 423/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.909 Epoch 37 Batch 424/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.873 Epoch 37 Batch 425/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.869 Epoch 37 Batch 426/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.912 Epoch 37 Batch 427/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.924 Epoch 37 Batch 428/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.232, Loss: 0.887 Epoch 37 Batch 429/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.846 Epoch 37 Batch 430/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.877 Epoch 37 Batch 431/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.921 Epoch 37 Batch 432/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.867 Epoch 37 Batch 433/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.937 Epoch 37 Batch 434/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.902 Epoch 37 Batch 435/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.877 Epoch 37 Batch 436/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.873 Epoch 37 Batch 437/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.883 Epoch 37 Batch 438/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.960 Epoch 37 Batch 439/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.896 Epoch 37 Batch 440/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.904 Epoch 37 Batch 441/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.895 Epoch 37 Batch 442/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.909 Epoch 37 Batch 443/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.915 Epoch 37 Batch 444/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.888 Epoch 37 Batch 445/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.897 Epoch 37 Batch 446/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.873 Epoch 37 Batch 447/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.833 Epoch 37 Batch 448/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.880 Epoch 37 Batch 449/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.886 Epoch 37 Batch 450/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.814 Epoch 37 Batch 451/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.859 Epoch 37 Batch 452/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.860 Epoch 37 Batch 453/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.859 Epoch 37 Batch 454/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.896 Epoch 37 Batch 455/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.232, Loss: 0.866 Epoch 37 Batch 456/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.871 Epoch 37 Batch 457/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.929 Epoch 37 Batch 458/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.232, Loss: 0.883 Epoch 37 Batch 459/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.902 Epoch 37 Batch 460/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.866 Epoch 37 Batch 461/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.838 Epoch 37 Batch 462/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.862 Epoch 37 Batch 463/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.892 Epoch 37 Batch 464/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.232, Loss: 0.865 Epoch 37 Batch 465/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.810 Epoch 37 Batch 466/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.865 Epoch 37 Batch 467/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.922 Epoch 37 Batch 468/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.943 Epoch 37 Batch 469/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.918 Epoch 37 Batch 470/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.854 Epoch 37 Batch 471/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.913 Epoch 37 Batch 472/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.899 Epoch 37 Batch 473/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.873 Epoch 37 Batch 474/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.874 Epoch 37 Batch 475/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.910 Epoch 37 Batch 476/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.232, Loss: 0.790 Epoch 37 Batch 477/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.232, Loss: 0.901 Epoch 37 Batch 478/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.861 Epoch 37 Batch 479/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.849 Epoch 37 Batch 480/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.885 Epoch 37 Batch 481/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.884 Epoch 37 Batch 482/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.921 Epoch 37 Batch 483/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.862 Epoch 37 Batch 484/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.939 Epoch 37 Batch 485/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.861 Epoch 37 Batch 486/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.921 Epoch 37 Batch 487/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.816 Epoch 37 Batch 488/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.894 Epoch 37 Batch 489/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.917 Epoch 37 Batch 490/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.868 Epoch 37 Batch 491/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.894 Epoch 37 Batch 492/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.886 Epoch 37 Batch 493/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.902 Epoch 37 Batch 494/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.860 Epoch 37 Batch 495/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.919 Epoch 37 Batch 496/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.911 Epoch 37 Batch 497/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.862 Epoch 37 Batch 498/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.873 Epoch 37 Batch 499/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.834 Epoch 37 Batch 500/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.897 Epoch 37 Batch 501/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.902 Epoch 37 Batch 502/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.858 Epoch 37 Batch 503/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.886 Epoch 37 Batch 504/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.900 Epoch 37 Batch 505/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.837 Epoch 37 Batch 506/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.859 Epoch 37 Batch 507/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.891 Epoch 37 Batch 508/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.854 Epoch 37 Batch 509/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.894 Epoch 37 Batch 510/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.916 Epoch 37 Batch 511/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.823 Epoch 37 Batch 512/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.870 Epoch 37 Batch 513/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.915 Epoch 37 Batch 514/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.886 Epoch 37 Batch 515/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.874 Epoch 37 Batch 516/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.923 Epoch 37 Batch 517/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.912 Epoch 37 Batch 518/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.926 Epoch 37 Batch 519/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.817 Epoch 37 Batch 520/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.934 Epoch 37 Batch 521/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.967 Epoch 37 Batch 522/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.908 Epoch 37 Batch 523/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.914 Epoch 37 Batch 524/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.943 Epoch 37 Batch 525/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.923 Epoch 37 Batch 526/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.874 Epoch 37 Batch 527/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.895 Epoch 37 Batch 528/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.890 Epoch 37 Batch 529/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.843 Epoch 37 Batch 530/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.844 Epoch 37 Batch 531/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.884 Epoch 37 Batch 532/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.883 Epoch 37 Batch 533/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.865 Epoch 37 Batch 534/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.914 Epoch 37 Batch 535/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.912 Epoch 37 Batch 536/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.845 Epoch 37 Batch 537/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.853 Epoch 37 Batch 538/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.871 Epoch 37 Batch 539/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.914 Epoch 37 Batch 540/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.893 Epoch 37 Batch 541/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.914 Epoch 37 Batch 542/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.842 Epoch 37 Batch 543/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.909 Epoch 37 Batch 544/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.872 Epoch 37 Batch 545/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.832 Epoch 37 Batch 546/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.893 Epoch 37 Batch 547/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.891 Epoch 37 Batch 548/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.956 Epoch 37 Batch 549/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.848 Epoch 37 Batch 550/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.881 Epoch 37 Batch 551/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.873 Epoch 37 Batch 552/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.920 Epoch 37 Batch 553/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.843 Epoch 37 Batch 554/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.885 Epoch 37 Batch 555/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.931 Epoch 37 Batch 556/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.871 Epoch 37 Batch 557/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.886 Epoch 37 Batch 558/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.939 Epoch 37 Batch 559/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.976 Epoch 37 Batch 560/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.939 Epoch 37 Batch 561/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.874 Epoch 37 Batch 562/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.923 Epoch 37 Batch 563/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.870 Epoch 37 Batch 564/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.852 Epoch 37 Batch 565/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.878 Epoch 37 Batch 566/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.935 Epoch 37 Batch 567/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.883 Epoch 37 Batch 568/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.841 Epoch 37 Batch 569/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.862 Epoch 37 Batch 570/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.927 Epoch 37 Batch 571/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.844 Epoch 37 Batch 572/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.920 Epoch 37 Batch 573/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.898 Epoch 37 Batch 574/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.901 Epoch 37 Batch 575/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.933 Epoch 37 Batch 576/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.920 Epoch 37 Batch 577/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.893 Epoch 37 Batch 578/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.901 Epoch 37 Batch 579/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.867 Epoch 37 Batch 580/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.925 Epoch 37 Batch 581/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.833 Epoch 37 Batch 582/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.903 Epoch 37 Batch 583/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.924 Epoch 37 Batch 584/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.946 Epoch 37 Batch 585/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.886 Epoch 37 Batch 586/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.879 Epoch 37 Batch 587/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.797 Epoch 37 Batch 588/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.869 Epoch 37 Batch 589/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.873 Epoch 37 Batch 590/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.879 Epoch 37 Batch 591/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.232, Loss: 0.921 Epoch 37 Batch 592/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.954 Epoch 37 Batch 593/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.903 Epoch 37 Batch 594/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.848 Epoch 37 Batch 595/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.884 Epoch 37 Batch 596/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.856 Epoch 37 Batch 597/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.936 Epoch 37 Batch 598/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.894 Epoch 37 Batch 599/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.912 Epoch 37 Batch 600/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.902 Epoch 37 Batch 601/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.231, Loss: 0.920 Epoch 37 Batch 602/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.948 Epoch 37 Batch 603/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.875 Epoch 37 Batch 604/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.875 Epoch 37 Batch 605/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.848 Epoch 37 Batch 606/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.853 Epoch 37 Batch 607/1077 - Train Accuracy: 0.240, Validation Accuracy: 0.232, Loss: 0.889 Epoch 37 Batch 608/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.835 Epoch 37 Batch 609/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.894 Epoch 37 Batch 610/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.941 Epoch 37 Batch 611/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.924 Epoch 37 Batch 612/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.795 Epoch 37 Batch 613/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.904 Epoch 37 Batch 614/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.816 Epoch 37 Batch 615/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.914 Epoch 37 Batch 616/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.815 Epoch 37 Batch 617/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.912 Epoch 37 Batch 618/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.881 Epoch 37 Batch 619/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.232, Loss: 0.892 Epoch 37 Batch 620/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.845 Epoch 37 Batch 621/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.879 Epoch 37 Batch 622/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.954 Epoch 37 Batch 623/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.865 Epoch 37 Batch 624/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.928 Epoch 37 Batch 625/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.863 Epoch 37 Batch 626/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.232, Loss: 0.910 Epoch 37 Batch 627/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.860 Epoch 37 Batch 628/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.885 Epoch 37 Batch 629/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.911 Epoch 37 Batch 630/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.853 Epoch 37 Batch 631/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.909 Epoch 37 Batch 632/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.930 Epoch 37 Batch 633/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.874 Epoch 37 Batch 634/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.837 Epoch 37 Batch 635/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.902 Epoch 37 Batch 636/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.904 Epoch 37 Batch 637/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.904 Epoch 37 Batch 638/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.894 Epoch 37 Batch 639/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.962 Epoch 37 Batch 640/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.952 Epoch 37 Batch 641/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.924 Epoch 37 Batch 642/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.918 Epoch 37 Batch 643/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.850 Epoch 37 Batch 644/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.870 Epoch 37 Batch 645/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.905 Epoch 37 Batch 646/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.879 Epoch 37 Batch 647/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.886 Epoch 37 Batch 648/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.917 Epoch 37 Batch 649/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.959 Epoch 37 Batch 650/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.907 Epoch 37 Batch 651/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.908 Epoch 37 Batch 652/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.900 Epoch 37 Batch 653/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.913 Epoch 37 Batch 654/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.865 Epoch 37 Batch 655/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.905 Epoch 37 Batch 656/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.931 Epoch 37 Batch 657/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.867 Epoch 37 Batch 658/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.899 Epoch 37 Batch 659/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.882 Epoch 37 Batch 660/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.921 Epoch 37 Batch 661/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.859 Epoch 37 Batch 662/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.905 Epoch 37 Batch 663/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.850 Epoch 37 Batch 664/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.869 Epoch 37 Batch 665/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.901 Epoch 37 Batch 666/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 0.847 Epoch 37 Batch 667/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.887 Epoch 37 Batch 668/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.902 Epoch 37 Batch 669/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.232, Loss: 0.874 Epoch 37 Batch 670/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.232, Loss: 0.872 Epoch 37 Batch 671/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.940 Epoch 37 Batch 672/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.912 Epoch 37 Batch 673/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.870 Epoch 37 Batch 674/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.918 Epoch 37 Batch 675/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.911 Epoch 37 Batch 676/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.863 Epoch 37 Batch 677/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.903 Epoch 37 Batch 678/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.940 Epoch 37 Batch 679/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.817 Epoch 37 Batch 680/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.910 Epoch 37 Batch 681/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.900 Epoch 37 Batch 682/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.231, Loss: 0.862 Epoch 37 Batch 683/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.886 Epoch 37 Batch 684/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.875 Epoch 37 Batch 685/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.919 Epoch 37 Batch 686/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.905 Epoch 37 Batch 687/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.876 Epoch 37 Batch 688/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.908 Epoch 37 Batch 689/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.878 Epoch 37 Batch 690/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.904 Epoch 37 Batch 691/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.977 Epoch 37 Batch 692/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.854 Epoch 37 Batch 693/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.936 Epoch 37 Batch 694/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.921 Epoch 37 Batch 695/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.866 Epoch 37 Batch 696/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.878 Epoch 37 Batch 697/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.850 Epoch 37 Batch 698/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.888 Epoch 37 Batch 699/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.232, Loss: 0.905 Epoch 37 Batch 700/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.882 Epoch 37 Batch 701/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.946 Epoch 37 Batch 702/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.865 Epoch 37 Batch 703/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.935 Epoch 37 Batch 704/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.882 Epoch 37 Batch 705/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.831 Epoch 37 Batch 706/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.937 Epoch 37 Batch 707/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.915 Epoch 37 Batch 708/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.903 Epoch 37 Batch 709/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.884 Epoch 37 Batch 710/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.899 Epoch 37 Batch 711/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.855 Epoch 37 Batch 712/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.899 Epoch 37 Batch 713/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.231, Loss: 0.905 Epoch 37 Batch 714/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.232, Loss: 0.903 Epoch 37 Batch 715/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.911 Epoch 37 Batch 716/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.856 Epoch 37 Batch 717/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.889 Epoch 37 Batch 718/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.900 Epoch 37 Batch 719/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.887 Epoch 37 Batch 720/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.910 Epoch 37 Batch 721/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.964 Epoch 37 Batch 722/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.893 Epoch 37 Batch 723/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.862 Epoch 37 Batch 724/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.915 Epoch 37 Batch 725/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.792 Epoch 37 Batch 726/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.883 Epoch 37 Batch 727/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.885 Epoch 37 Batch 728/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.922 Epoch 37 Batch 729/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.890 Epoch 37 Batch 730/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.863 Epoch 37 Batch 731/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.940 Epoch 37 Batch 732/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.853 Epoch 37 Batch 733/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.907 Epoch 37 Batch 734/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.978 Epoch 37 Batch 735/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.843 Epoch 37 Batch 736/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.817 Epoch 37 Batch 737/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.847 Epoch 37 Batch 738/1077 - Train Accuracy: 0.289, Validation Accuracy: 0.233, Loss: 0.907 Epoch 37 Batch 739/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.910 Epoch 37 Batch 740/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.894 Epoch 37 Batch 741/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.902 Epoch 37 Batch 742/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.844 Epoch 37 Batch 743/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.923 Epoch 37 Batch 744/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.863 Epoch 37 Batch 745/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.911 Epoch 37 Batch 746/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.897 Epoch 37 Batch 747/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.853 Epoch 37 Batch 748/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.813 Epoch 37 Batch 749/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.942 Epoch 37 Batch 750/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.931 Epoch 37 Batch 751/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.884 Epoch 37 Batch 752/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.849 Epoch 37 Batch 753/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.884 Epoch 37 Batch 754/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.923 Epoch 37 Batch 755/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.847 Epoch 37 Batch 756/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.843 Epoch 37 Batch 757/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.836 Epoch 37 Batch 758/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.864 Epoch 37 Batch 759/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.839 Epoch 37 Batch 760/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.879 Epoch 37 Batch 761/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.913 Epoch 37 Batch 762/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.900 Epoch 37 Batch 763/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.917 Epoch 37 Batch 764/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.865 Epoch 37 Batch 765/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.872 Epoch 37 Batch 766/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.952 Epoch 37 Batch 767/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.890 Epoch 37 Batch 768/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.847 Epoch 37 Batch 769/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.831 Epoch 37 Batch 770/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.841 Epoch 37 Batch 771/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.917 Epoch 37 Batch 772/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.865 Epoch 37 Batch 773/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.863 Epoch 37 Batch 774/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.953 Epoch 37 Batch 775/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.914 Epoch 37 Batch 776/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.957 Epoch 37 Batch 777/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.867 Epoch 37 Batch 778/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.900 Epoch 37 Batch 779/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.866 Epoch 37 Batch 780/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.860 Epoch 37 Batch 781/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.872 Epoch 37 Batch 782/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.882 Epoch 37 Batch 783/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.870 Epoch 37 Batch 784/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.878 Epoch 37 Batch 785/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.875 Epoch 37 Batch 786/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.904 Epoch 37 Batch 787/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.841 Epoch 37 Batch 788/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.819 Epoch 37 Batch 789/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.894 Epoch 37 Batch 790/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.909 Epoch 37 Batch 791/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.938 Epoch 37 Batch 792/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.858 Epoch 37 Batch 793/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.900 Epoch 37 Batch 794/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.869 Epoch 37 Batch 795/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.901 Epoch 37 Batch 796/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.868 Epoch 37 Batch 797/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.906 Epoch 37 Batch 798/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.844 Epoch 37 Batch 799/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.232, Loss: 0.974 Epoch 37 Batch 800/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.866 Epoch 37 Batch 801/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.880 Epoch 37 Batch 802/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.869 Epoch 37 Batch 803/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.921 Epoch 37 Batch 804/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.883 Epoch 37 Batch 805/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.889 Epoch 37 Batch 806/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.871 Epoch 37 Batch 807/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.860 Epoch 37 Batch 808/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.829 Epoch 37 Batch 809/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.903 Epoch 37 Batch 810/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.892 Epoch 37 Batch 811/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.902 Epoch 37 Batch 812/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.955 Epoch 37 Batch 813/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.923 Epoch 37 Batch 814/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.855 Epoch 37 Batch 815/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.881 Epoch 37 Batch 816/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.926 Epoch 37 Batch 817/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.897 Epoch 37 Batch 818/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.898 Epoch 37 Batch 819/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.854 Epoch 37 Batch 820/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.906 Epoch 37 Batch 821/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.872 Epoch 37 Batch 822/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.809 Epoch 37 Batch 823/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.901 Epoch 37 Batch 824/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.846 Epoch 37 Batch 825/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.886 Epoch 37 Batch 826/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.876 Epoch 37 Batch 827/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.892 Epoch 37 Batch 828/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.918 Epoch 37 Batch 829/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.895 Epoch 37 Batch 830/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.851 Epoch 37 Batch 831/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.232, Loss: 0.903 Epoch 37 Batch 832/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.891 Epoch 37 Batch 833/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.867 Epoch 37 Batch 834/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.232, Loss: 0.855 Epoch 37 Batch 835/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.909 Epoch 37 Batch 836/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.901 Epoch 37 Batch 837/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.885 Epoch 37 Batch 838/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.858 Epoch 37 Batch 839/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.886 Epoch 37 Batch 840/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.896 Epoch 37 Batch 841/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.887 Epoch 37 Batch 842/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.933 Epoch 37 Batch 843/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.808 Epoch 37 Batch 844/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.861 Epoch 37 Batch 845/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.875 Epoch 37 Batch 846/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.231, Loss: 0.893 Epoch 37 Batch 847/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.835 Epoch 37 Batch 848/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.887 Epoch 37 Batch 849/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.902 Epoch 37 Batch 850/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.921 Epoch 37 Batch 851/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.827 Epoch 37 Batch 852/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.909 Epoch 37 Batch 853/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.830 Epoch 37 Batch 854/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.878 Epoch 37 Batch 855/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.845 Epoch 37 Batch 856/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.904 Epoch 37 Batch 857/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.924 Epoch 37 Batch 858/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.884 Epoch 37 Batch 859/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.900 Epoch 37 Batch 860/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.872 Epoch 37 Batch 861/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.880 Epoch 37 Batch 862/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.842 Epoch 37 Batch 863/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.939 Epoch 37 Batch 864/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.927 Epoch 37 Batch 865/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.232, Loss: 0.871 Epoch 37 Batch 866/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.868 Epoch 37 Batch 867/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.967 Epoch 37 Batch 868/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.907 Epoch 37 Batch 869/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.862 Epoch 37 Batch 870/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.232, Loss: 0.921 Epoch 37 Batch 871/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.832 Epoch 37 Batch 872/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.887 Epoch 37 Batch 873/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.852 Epoch 37 Batch 874/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.854 Epoch 37 Batch 875/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.893 Epoch 37 Batch 876/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.910 Epoch 37 Batch 877/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.880 Epoch 37 Batch 878/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.830 Epoch 37 Batch 879/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.853 Epoch 37 Batch 880/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.890 Epoch 37 Batch 881/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.850 Epoch 37 Batch 882/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.851 Epoch 37 Batch 883/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.893 Epoch 37 Batch 884/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.870 Epoch 37 Batch 885/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.232, Loss: 0.854 Epoch 37 Batch 886/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.869 Epoch 37 Batch 887/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.834 Epoch 37 Batch 888/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.888 Epoch 37 Batch 889/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.942 Epoch 37 Batch 890/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.888 Epoch 37 Batch 891/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.903 Epoch 37 Batch 892/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.930 Epoch 37 Batch 893/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.882 Epoch 37 Batch 894/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.849 Epoch 37 Batch 895/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.911 Epoch 37 Batch 896/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.871 Epoch 37 Batch 897/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.890 Epoch 37 Batch 898/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.852 Epoch 37 Batch 899/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.861 Epoch 37 Batch 900/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.885 Epoch 37 Batch 901/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.885 Epoch 37 Batch 902/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.936 Epoch 37 Batch 903/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.872 Epoch 37 Batch 904/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.864 Epoch 37 Batch 905/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.878 Epoch 37 Batch 906/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.927 Epoch 37 Batch 907/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.880 Epoch 37 Batch 908/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.878 Epoch 37 Batch 909/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.907 Epoch 37 Batch 910/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.852 Epoch 37 Batch 911/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.232, Loss: 0.878 Epoch 37 Batch 912/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.896 Epoch 37 Batch 913/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.862 Epoch 37 Batch 914/1077 - Train Accuracy: 0.299, Validation Accuracy: 0.232, Loss: 0.964 Epoch 37 Batch 915/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.870 Epoch 37 Batch 916/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.881 Epoch 37 Batch 917/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.861 Epoch 37 Batch 918/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.830 Epoch 37 Batch 919/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.231, Loss: 0.922 Epoch 37 Batch 920/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.900 Epoch 37 Batch 921/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.892 Epoch 37 Batch 922/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.880 Epoch 37 Batch 923/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.231, Loss: 0.852 Epoch 37 Batch 924/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.231, Loss: 0.911 Epoch 37 Batch 925/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.801 Epoch 37 Batch 926/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.892 Epoch 37 Batch 927/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.231, Loss: 0.940 Epoch 37 Batch 928/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.878 Epoch 37 Batch 929/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.869 Epoch 37 Batch 930/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.923 Epoch 37 Batch 931/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.907 Epoch 37 Batch 932/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.993 Epoch 37 Batch 933/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.887 Epoch 37 Batch 934/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.881 Epoch 37 Batch 935/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.875 Epoch 37 Batch 936/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.904 Epoch 37 Batch 937/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.894 Epoch 37 Batch 938/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.815 Epoch 37 Batch 939/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.900 Epoch 37 Batch 940/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.874 Epoch 37 Batch 941/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.903 Epoch 37 Batch 942/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.896 Epoch 37 Batch 943/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.814 Epoch 37 Batch 944/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.810 Epoch 37 Batch 945/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.870 Epoch 37 Batch 946/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.859 Epoch 37 Batch 947/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.914 Epoch 37 Batch 948/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.873 Epoch 37 Batch 949/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.854 Epoch 37 Batch 950/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.893 Epoch 37 Batch 951/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.819 Epoch 37 Batch 952/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.812 Epoch 37 Batch 953/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.909 Epoch 37 Batch 954/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.930 Epoch 37 Batch 955/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.904 Epoch 37 Batch 956/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.230, Loss: 0.899 Epoch 37 Batch 957/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.848 Epoch 37 Batch 958/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.859 Epoch 37 Batch 959/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.869 Epoch 37 Batch 960/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.863 Epoch 37 Batch 961/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.975 Epoch 37 Batch 962/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.823 Epoch 37 Batch 963/1077 - Train Accuracy: 0.072, Validation Accuracy: 0.230, Loss: 0.908 Epoch 37 Batch 964/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.871 Epoch 37 Batch 965/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.230, Loss: 0.926 Epoch 37 Batch 966/1077 - Train Accuracy: 0.266, Validation Accuracy: 0.231, Loss: 0.860 Epoch 37 Batch 967/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.880 Epoch 37 Batch 968/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.912 Epoch 37 Batch 969/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.903 Epoch 37 Batch 970/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.822 Epoch 37 Batch 971/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.929 Epoch 37 Batch 972/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.872 Epoch 37 Batch 973/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.905 Epoch 37 Batch 974/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.232, Loss: 0.903 Epoch 37 Batch 975/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.231, Loss: 0.866 Epoch 37 Batch 976/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.827 Epoch 37 Batch 977/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.887 Epoch 37 Batch 978/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.887 Epoch 37 Batch 979/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.232, Loss: 0.812 Epoch 37 Batch 980/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.886 Epoch 37 Batch 981/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.908 Epoch 37 Batch 982/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.884 Epoch 37 Batch 983/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.923 Epoch 37 Batch 984/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.825 Epoch 37 Batch 985/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.899 Epoch 37 Batch 986/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.862 Epoch 37 Batch 987/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.889 Epoch 37 Batch 988/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.232, Loss: 0.840 Epoch 37 Batch 989/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.789 Epoch 37 Batch 990/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.927 Epoch 37 Batch 991/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.232, Loss: 0.893 Epoch 37 Batch 992/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.908 Epoch 37 Batch 993/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.931 Epoch 37 Batch 994/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.932 Epoch 37 Batch 995/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.834 Epoch 37 Batch 996/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.899 Epoch 37 Batch 997/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.881 Epoch 37 Batch 998/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.871 Epoch 37 Batch 999/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.849 Epoch 37 Batch 1000/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.918 Epoch 37 Batch 1001/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.231, Loss: 0.855 Epoch 37 Batch 1002/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.231, Loss: 0.881 Epoch 37 Batch 1003/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.960 Epoch 37 Batch 1004/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.845 Epoch 37 Batch 1005/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.848 Epoch 37 Batch 1006/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.876 Epoch 37 Batch 1007/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.877 Epoch 37 Batch 1008/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.929 Epoch 37 Batch 1009/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.891 Epoch 37 Batch 1010/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.867 Epoch 37 Batch 1011/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.826 Epoch 37 Batch 1012/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.231, Loss: 0.895 Epoch 37 Batch 1013/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.875 Epoch 37 Batch 1014/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.899 Epoch 37 Batch 1015/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.980 Epoch 37 Batch 1016/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.912 Epoch 37 Batch 1017/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.231, Loss: 0.946 Epoch 37 Batch 1018/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.859 Epoch 37 Batch 1019/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.867 Epoch 37 Batch 1020/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.859 Epoch 37 Batch 1021/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.914 Epoch 37 Batch 1022/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.855 Epoch 37 Batch 1023/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.232, Loss: 0.860 Epoch 37 Batch 1024/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.925 Epoch 37 Batch 1025/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.898 Epoch 37 Batch 1026/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.903 Epoch 37 Batch 1027/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.885 Epoch 37 Batch 1028/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.863 Epoch 37 Batch 1029/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.861 Epoch 37 Batch 1030/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.867 Epoch 37 Batch 1031/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.923 Epoch 37 Batch 1032/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.893 Epoch 37 Batch 1033/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.899 Epoch 37 Batch 1034/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.863 Epoch 37 Batch 1035/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.844 Epoch 37 Batch 1036/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.905 Epoch 37 Batch 1037/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.231, Loss: 0.923 Epoch 37 Batch 1038/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.910 Epoch 37 Batch 1039/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.868 Epoch 37 Batch 1040/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.902 Epoch 37 Batch 1041/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.879 Epoch 37 Batch 1042/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.879 Epoch 37 Batch 1043/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.837 Epoch 37 Batch 1044/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.828 Epoch 37 Batch 1045/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.936 Epoch 37 Batch 1046/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.839 Epoch 37 Batch 1047/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.912 Epoch 37 Batch 1048/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.924 Epoch 37 Batch 1049/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.924 Epoch 37 Batch 1050/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.884 Epoch 37 Batch 1051/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.834 Epoch 37 Batch 1052/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.889 Epoch 37 Batch 1053/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.851 Epoch 37 Batch 1054/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.895 Epoch 37 Batch 1055/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.829 Epoch 37 Batch 1056/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.869 Epoch 37 Batch 1057/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.922 Epoch 37 Batch 1058/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.872 Epoch 37 Batch 1059/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.934 Epoch 37 Batch 1060/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.921 Epoch 37 Batch 1061/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.973 Epoch 37 Batch 1062/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.865 Epoch 37 Batch 1063/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.854 Epoch 37 Batch 1064/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.853 Epoch 37 Batch 1065/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.887 Epoch 37 Batch 1066/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.870 Epoch 37 Batch 1067/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.911 Epoch 37 Batch 1068/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.902 Epoch 37 Batch 1069/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.902 Epoch 37 Batch 1070/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.837 Epoch 37 Batch 1071/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.889 Epoch 37 Batch 1072/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.924 Epoch 37 Batch 1073/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.875 Epoch 37 Batch 1074/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.846 Epoch 37 Batch 1075/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.915 Epoch 38 Batch 0/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.865 Epoch 38 Batch 1/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.915 Epoch 38 Batch 2/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.231, Loss: 0.889 Epoch 38 Batch 3/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.898 Epoch 38 Batch 4/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.933 Epoch 38 Batch 5/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.974 Epoch 38 Batch 6/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.948 Epoch 38 Batch 7/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.231, Loss: 0.839 Epoch 38 Batch 8/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.917 Epoch 38 Batch 9/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.832 Epoch 38 Batch 10/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.879 Epoch 38 Batch 11/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.933 Epoch 38 Batch 12/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.865 Epoch 38 Batch 13/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.907 Epoch 38 Batch 14/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.890 Epoch 38 Batch 15/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.838 Epoch 38 Batch 16/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.912 Epoch 38 Batch 17/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.806 Epoch 38 Batch 18/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.889 Epoch 38 Batch 19/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.867 Epoch 38 Batch 20/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.936 Epoch 38 Batch 21/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.868 Epoch 38 Batch 22/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.889 Epoch 38 Batch 23/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.952 Epoch 38 Batch 24/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.887 Epoch 38 Batch 25/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.925 Epoch 38 Batch 26/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.918 Epoch 38 Batch 27/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.878 Epoch 38 Batch 28/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.885 Epoch 38 Batch 29/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.913 Epoch 38 Batch 30/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.862 Epoch 38 Batch 31/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.901 Epoch 38 Batch 32/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.903 Epoch 38 Batch 33/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.869 Epoch 38 Batch 34/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.921 Epoch 38 Batch 35/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.887 Epoch 38 Batch 36/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.945 Epoch 38 Batch 37/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.924 Epoch 38 Batch 38/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 0.920 Epoch 38 Batch 39/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.953 Epoch 38 Batch 40/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.827 Epoch 38 Batch 41/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.875 Epoch 38 Batch 42/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.932 Epoch 38 Batch 43/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.232, Loss: 0.873 Epoch 38 Batch 44/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.894 Epoch 38 Batch 45/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.881 Epoch 38 Batch 46/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.231, Loss: 0.946 Epoch 38 Batch 47/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.910 Epoch 38 Batch 48/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.855 Epoch 38 Batch 49/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.231, Loss: 0.915 Epoch 38 Batch 50/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.965 Epoch 38 Batch 51/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.912 Epoch 38 Batch 52/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.867 Epoch 38 Batch 53/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.231, Loss: 0.920 Epoch 38 Batch 54/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.898 Epoch 38 Batch 55/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.863 Epoch 38 Batch 56/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.906 Epoch 38 Batch 57/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.231, Loss: 0.922 Epoch 38 Batch 58/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.883 Epoch 38 Batch 59/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.893 Epoch 38 Batch 60/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.855 Epoch 38 Batch 61/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.968 Epoch 38 Batch 62/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.872 Epoch 38 Batch 63/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.876 Epoch 38 Batch 64/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.891 Epoch 38 Batch 65/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.935 Epoch 38 Batch 66/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.230, Loss: 0.856 Epoch 38 Batch 67/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.230, Loss: 0.889 Epoch 38 Batch 68/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.896 Epoch 38 Batch 69/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.876 Epoch 38 Batch 70/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.945 Epoch 38 Batch 71/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.230, Loss: 0.877 Epoch 38 Batch 72/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.876 Epoch 38 Batch 73/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.934 Epoch 38 Batch 74/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.858 Epoch 38 Batch 75/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.908 Epoch 38 Batch 76/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.874 Epoch 38 Batch 77/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.880 Epoch 38 Batch 78/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.231, Loss: 0.843 Epoch 38 Batch 79/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.872 Epoch 38 Batch 80/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.902 Epoch 38 Batch 81/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.230, Loss: 0.908 Epoch 38 Batch 82/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.230, Loss: 0.900 Epoch 38 Batch 83/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.941 Epoch 38 Batch 84/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.815 Epoch 38 Batch 85/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.910 Epoch 38 Batch 86/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.938 Epoch 38 Batch 87/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.930 Epoch 38 Batch 88/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.845 Epoch 38 Batch 89/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.893 Epoch 38 Batch 90/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.904 Epoch 38 Batch 91/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.901 Epoch 38 Batch 92/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.887 Epoch 38 Batch 93/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.893 Epoch 38 Batch 94/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.871 Epoch 38 Batch 95/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.879 Epoch 38 Batch 96/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.838 Epoch 38 Batch 97/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.901 Epoch 38 Batch 98/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.855 Epoch 38 Batch 99/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.871 Epoch 38 Batch 100/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.838 Epoch 38 Batch 101/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.895 Epoch 38 Batch 102/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.859 Epoch 38 Batch 103/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.914 Epoch 38 Batch 104/1077 - Train Accuracy: 0.102, Validation Accuracy: 0.230, Loss: 0.885 Epoch 38 Batch 105/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.819 Epoch 38 Batch 106/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.231, Loss: 0.886 Epoch 38 Batch 107/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.230, Loss: 0.891 Epoch 38 Batch 108/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.230, Loss: 0.868 Epoch 38 Batch 109/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.914 Epoch 38 Batch 110/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.231, Loss: 0.973 Epoch 38 Batch 111/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.875 Epoch 38 Batch 112/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.949 Epoch 38 Batch 113/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.869 Epoch 38 Batch 114/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.866 Epoch 38 Batch 115/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.933 Epoch 38 Batch 116/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.905 Epoch 38 Batch 117/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.888 Epoch 38 Batch 118/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 0.817 Epoch 38 Batch 119/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.921 Epoch 38 Batch 120/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.901 Epoch 38 Batch 121/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.953 Epoch 38 Batch 122/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.855 Epoch 38 Batch 123/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.929 Epoch 38 Batch 124/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.847 Epoch 38 Batch 125/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.907 Epoch 38 Batch 126/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.842 Epoch 38 Batch 127/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.943 Epoch 38 Batch 128/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.939 Epoch 38 Batch 129/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.861 Epoch 38 Batch 130/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.925 Epoch 38 Batch 131/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.885 Epoch 38 Batch 132/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.871 Epoch 38 Batch 133/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.908 Epoch 38 Batch 134/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.887 Epoch 38 Batch 135/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.917 Epoch 38 Batch 136/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.869 Epoch 38 Batch 137/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.908 Epoch 38 Batch 138/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.948 Epoch 38 Batch 139/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.883 Epoch 38 Batch 140/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.838 Epoch 38 Batch 141/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.907 Epoch 38 Batch 142/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.878 Epoch 38 Batch 143/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.906 Epoch 38 Batch 144/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.844 Epoch 38 Batch 145/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.835 Epoch 38 Batch 146/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.946 Epoch 38 Batch 147/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.922 Epoch 38 Batch 148/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.960 Epoch 38 Batch 149/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.852 Epoch 38 Batch 150/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.887 Epoch 38 Batch 151/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.910 Epoch 38 Batch 152/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.862 Epoch 38 Batch 153/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.859 Epoch 38 Batch 154/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.841 Epoch 38 Batch 155/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.924 Epoch 38 Batch 156/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.930 Epoch 38 Batch 157/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.950 Epoch 38 Batch 158/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.866 Epoch 38 Batch 159/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.834 Epoch 38 Batch 160/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.893 Epoch 38 Batch 161/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.862 Epoch 38 Batch 162/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.845 Epoch 38 Batch 163/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.929 Epoch 38 Batch 164/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.928 Epoch 38 Batch 165/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.868 Epoch 38 Batch 166/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.911 Epoch 38 Batch 167/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.844 Epoch 38 Batch 168/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.863 Epoch 38 Batch 169/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.934 Epoch 38 Batch 170/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.900 Epoch 38 Batch 171/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.233, Loss: 0.917 Epoch 38 Batch 172/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.852 Epoch 38 Batch 173/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.867 Epoch 38 Batch 174/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.905 Epoch 38 Batch 175/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.908 Epoch 38 Batch 176/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.881 Epoch 38 Batch 177/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.821 Epoch 38 Batch 178/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.863 Epoch 38 Batch 179/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.856 Epoch 38 Batch 180/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.886 Epoch 38 Batch 181/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.924 Epoch 38 Batch 182/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.917 Epoch 38 Batch 183/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.974 Epoch 38 Batch 184/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.825 Epoch 38 Batch 185/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.851 Epoch 38 Batch 186/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.858 Epoch 38 Batch 187/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.934 Epoch 38 Batch 188/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.849 Epoch 38 Batch 189/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.879 Epoch 38 Batch 190/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.875 Epoch 38 Batch 191/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.232, Loss: 0.915 Epoch 38 Batch 192/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.914 Epoch 38 Batch 193/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.921 Epoch 38 Batch 194/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.842 Epoch 38 Batch 195/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.889 Epoch 38 Batch 196/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.940 Epoch 38 Batch 197/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.878 Epoch 38 Batch 198/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.877 Epoch 38 Batch 199/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.926 Epoch 38 Batch 200/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.943 Epoch 38 Batch 201/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.911 Epoch 38 Batch 202/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.893 Epoch 38 Batch 203/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.908 Epoch 38 Batch 204/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.872 Epoch 38 Batch 205/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.916 Epoch 38 Batch 206/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.872 Epoch 38 Batch 207/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.918 Epoch 38 Batch 208/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.909 Epoch 38 Batch 209/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.903 Epoch 38 Batch 210/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.860 Epoch 38 Batch 211/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.891 Epoch 38 Batch 212/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.835 Epoch 38 Batch 213/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.898 Epoch 38 Batch 214/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.891 Epoch 38 Batch 215/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.865 Epoch 38 Batch 216/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.890 Epoch 38 Batch 217/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.818 Epoch 38 Batch 218/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.895 Epoch 38 Batch 219/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.231, Loss: 0.860 Epoch 38 Batch 220/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.883 Epoch 38 Batch 221/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.231, Loss: 0.906 Epoch 38 Batch 222/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.897 Epoch 38 Batch 223/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.883 Epoch 38 Batch 224/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.845 Epoch 38 Batch 225/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.890 Epoch 38 Batch 226/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.870 Epoch 38 Batch 227/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.873 Epoch 38 Batch 228/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.887 Epoch 38 Batch 229/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.846 Epoch 38 Batch 230/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.844 Epoch 38 Batch 231/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.817 Epoch 38 Batch 232/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.917 Epoch 38 Batch 233/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.918 Epoch 38 Batch 234/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.232, Loss: 0.879 Epoch 38 Batch 235/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.956 Epoch 38 Batch 236/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.795 Epoch 38 Batch 237/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.848 Epoch 38 Batch 238/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.825 Epoch 38 Batch 239/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.857 Epoch 38 Batch 240/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.881 Epoch 38 Batch 241/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.903 Epoch 38 Batch 242/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.885 Epoch 38 Batch 243/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.889 Epoch 38 Batch 244/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.232, Loss: 0.881 Epoch 38 Batch 245/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.917 Epoch 38 Batch 246/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.903 Epoch 38 Batch 247/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.853 Epoch 38 Batch 248/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.893 Epoch 38 Batch 249/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.855 Epoch 38 Batch 250/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.232, Loss: 0.868 Epoch 38 Batch 251/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.856 Epoch 38 Batch 252/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.874 Epoch 38 Batch 253/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.907 Epoch 38 Batch 254/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.915 Epoch 38 Batch 255/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.933 Epoch 38 Batch 256/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.866 Epoch 38 Batch 257/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.843 Epoch 38 Batch 258/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.860 Epoch 38 Batch 259/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.874 Epoch 38 Batch 260/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.815 Epoch 38 Batch 261/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.233, Loss: 0.918 Epoch 38 Batch 262/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.828 Epoch 38 Batch 263/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.874 Epoch 38 Batch 264/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.905 Epoch 38 Batch 265/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.915 Epoch 38 Batch 266/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.842 Epoch 38 Batch 267/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.233, Loss: 0.928 Epoch 38 Batch 268/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.900 Epoch 38 Batch 269/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.933 Epoch 38 Batch 270/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.837 Epoch 38 Batch 271/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.919 Epoch 38 Batch 272/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.896 Epoch 38 Batch 273/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.864 Epoch 38 Batch 274/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.889 Epoch 38 Batch 275/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.888 Epoch 38 Batch 276/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.904 Epoch 38 Batch 277/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.893 Epoch 38 Batch 278/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.887 Epoch 38 Batch 279/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.914 Epoch 38 Batch 280/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.843 Epoch 38 Batch 281/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.848 Epoch 38 Batch 282/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.921 Epoch 38 Batch 283/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.934 Epoch 38 Batch 284/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.913 Epoch 38 Batch 285/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.900 Epoch 38 Batch 286/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.859 Epoch 38 Batch 287/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.904 Epoch 38 Batch 288/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.877 Epoch 38 Batch 289/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.936 Epoch 38 Batch 290/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.916 Epoch 38 Batch 291/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.891 Epoch 38 Batch 292/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.805 Epoch 38 Batch 293/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.947 Epoch 38 Batch 294/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.818 Epoch 38 Batch 295/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.912 Epoch 38 Batch 296/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.814 Epoch 38 Batch 297/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.851 Epoch 38 Batch 298/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.875 Epoch 38 Batch 299/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.823 Epoch 38 Batch 300/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.866 Epoch 38 Batch 301/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.881 Epoch 38 Batch 302/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.856 Epoch 38 Batch 303/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.232, Loss: 0.865 Epoch 38 Batch 304/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.959 Epoch 38 Batch 305/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.830 Epoch 38 Batch 306/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.978 Epoch 38 Batch 307/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.772 Epoch 38 Batch 308/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.868 Epoch 38 Batch 309/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.930 Epoch 38 Batch 310/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.959 Epoch 38 Batch 311/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.232, Loss: 0.888 Epoch 38 Batch 312/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.853 Epoch 38 Batch 313/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.899 Epoch 38 Batch 314/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.943 Epoch 38 Batch 315/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.814 Epoch 38 Batch 316/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.906 Epoch 38 Batch 317/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.854 Epoch 38 Batch 318/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.873 Epoch 38 Batch 319/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.947 Epoch 38 Batch 320/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.956 Epoch 38 Batch 321/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.917 Epoch 38 Batch 322/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.232, Loss: 0.872 Epoch 38 Batch 323/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.828 Epoch 38 Batch 324/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.871 Epoch 38 Batch 325/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.910 Epoch 38 Batch 326/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.899 Epoch 38 Batch 327/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.885 Epoch 38 Batch 328/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.863 Epoch 38 Batch 329/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.837 Epoch 38 Batch 330/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.854 Epoch 38 Batch 331/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.865 Epoch 38 Batch 332/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.904 Epoch 38 Batch 333/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.890 Epoch 38 Batch 334/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.869 Epoch 38 Batch 335/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.869 Epoch 38 Batch 336/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.922 Epoch 38 Batch 337/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.867 Epoch 38 Batch 338/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.913 Epoch 38 Batch 339/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.886 Epoch 38 Batch 340/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.867 Epoch 38 Batch 341/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.915 Epoch 38 Batch 342/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.862 Epoch 38 Batch 343/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.911 Epoch 38 Batch 344/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.850 Epoch 38 Batch 345/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.872 Epoch 38 Batch 346/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.864 Epoch 38 Batch 347/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.863 Epoch 38 Batch 348/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.849 Epoch 38 Batch 349/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.881 Epoch 38 Batch 350/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.850 Epoch 38 Batch 351/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.838 Epoch 38 Batch 352/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.921 Epoch 38 Batch 353/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.856 Epoch 38 Batch 354/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.908 Epoch 38 Batch 355/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.912 Epoch 38 Batch 356/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.940 Epoch 38 Batch 357/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.852 Epoch 38 Batch 358/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.834 Epoch 38 Batch 359/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.903 Epoch 38 Batch 360/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.851 Epoch 38 Batch 361/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.864 Epoch 38 Batch 362/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.965 Epoch 38 Batch 363/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.897 Epoch 38 Batch 364/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.899 Epoch 38 Batch 365/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.910 Epoch 38 Batch 366/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.936 Epoch 38 Batch 367/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.888 Epoch 38 Batch 368/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.909 Epoch 38 Batch 369/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.943 Epoch 38 Batch 370/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.888 Epoch 38 Batch 371/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.854 Epoch 38 Batch 372/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.901 Epoch 38 Batch 373/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.912 Epoch 38 Batch 374/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.801 Epoch 38 Batch 375/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.233, Loss: 0.924 Epoch 38 Batch 376/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.233, Loss: 0.904 Epoch 38 Batch 377/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.871 Epoch 38 Batch 378/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.836 Epoch 38 Batch 379/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.895 Epoch 38 Batch 380/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.833 Epoch 38 Batch 381/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.868 Epoch 38 Batch 382/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.876 Epoch 38 Batch 383/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.910 Epoch 38 Batch 384/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.857 Epoch 38 Batch 385/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.873 Epoch 38 Batch 386/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.889 Epoch 38 Batch 387/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.909 Epoch 38 Batch 388/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.232, Loss: 0.883 Epoch 38 Batch 389/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.900 Epoch 38 Batch 390/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.900 Epoch 38 Batch 391/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.890 Epoch 38 Batch 392/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.875 Epoch 38 Batch 393/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.842 Epoch 38 Batch 394/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.895 Epoch 38 Batch 395/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.873 Epoch 38 Batch 396/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.873 Epoch 38 Batch 397/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.856 Epoch 38 Batch 398/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.947 Epoch 38 Batch 399/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.882 Epoch 38 Batch 400/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.917 Epoch 38 Batch 401/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.909 Epoch 38 Batch 402/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.852 Epoch 38 Batch 403/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.930 Epoch 38 Batch 404/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.851 Epoch 38 Batch 405/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.899 Epoch 38 Batch 406/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.231, Loss: 0.892 Epoch 38 Batch 407/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.791 Epoch 38 Batch 408/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.837 Epoch 38 Batch 409/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.873 Epoch 38 Batch 410/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.231, Loss: 0.895 Epoch 38 Batch 411/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.876 Epoch 38 Batch 412/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.876 Epoch 38 Batch 413/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.853 Epoch 38 Batch 414/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.902 Epoch 38 Batch 415/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.901 Epoch 38 Batch 416/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.864 Epoch 38 Batch 417/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.904 Epoch 38 Batch 418/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.800 Epoch 38 Batch 419/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.889 Epoch 38 Batch 420/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.905 Epoch 38 Batch 421/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.924 Epoch 38 Batch 422/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.856 Epoch 38 Batch 423/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.927 Epoch 38 Batch 424/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.975 Epoch 38 Batch 425/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.848 Epoch 38 Batch 426/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.869 Epoch 38 Batch 427/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.872 Epoch 38 Batch 428/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.856 Epoch 38 Batch 429/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.849 Epoch 38 Batch 430/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.835 Epoch 38 Batch 431/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.824 Epoch 38 Batch 432/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.866 Epoch 38 Batch 433/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.837 Epoch 38 Batch 434/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.882 Epoch 38 Batch 435/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.878 Epoch 38 Batch 436/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.888 Epoch 38 Batch 437/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.871 Epoch 38 Batch 438/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.834 Epoch 38 Batch 439/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.813 Epoch 38 Batch 440/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.879 Epoch 38 Batch 441/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.893 Epoch 38 Batch 442/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.903 Epoch 38 Batch 443/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.913 Epoch 38 Batch 444/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.929 Epoch 38 Batch 445/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.916 Epoch 38 Batch 446/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.897 Epoch 38 Batch 447/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.832 Epoch 38 Batch 448/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.846 Epoch 38 Batch 449/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.845 Epoch 38 Batch 450/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.885 Epoch 38 Batch 451/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.878 Epoch 38 Batch 452/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.812 Epoch 38 Batch 453/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.838 Epoch 38 Batch 454/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.891 Epoch 38 Batch 455/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.232, Loss: 0.974 Epoch 38 Batch 456/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.865 Epoch 38 Batch 457/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.920 Epoch 38 Batch 458/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.232, Loss: 0.885 Epoch 38 Batch 459/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.851 Epoch 38 Batch 460/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.876 Epoch 38 Batch 461/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.879 Epoch 38 Batch 462/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.915 Epoch 38 Batch 463/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.926 Epoch 38 Batch 464/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.232, Loss: 0.862 Epoch 38 Batch 465/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.888 Epoch 38 Batch 466/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.908 Epoch 38 Batch 467/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.887 Epoch 38 Batch 468/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.829 Epoch 38 Batch 469/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.913 Epoch 38 Batch 470/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.832 Epoch 38 Batch 471/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.852 Epoch 38 Batch 472/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.846 Epoch 38 Batch 473/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.870 Epoch 38 Batch 474/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.890 Epoch 38 Batch 475/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.906 Epoch 38 Batch 476/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.232, Loss: 0.855 Epoch 38 Batch 477/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.232, Loss: 0.923 Epoch 38 Batch 478/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.877 Epoch 38 Batch 479/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.861 Epoch 38 Batch 480/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.871 Epoch 38 Batch 481/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.885 Epoch 38 Batch 482/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.837 Epoch 38 Batch 483/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.882 Epoch 38 Batch 484/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.911 Epoch 38 Batch 485/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.857 Epoch 38 Batch 486/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.910 Epoch 38 Batch 487/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.880 Epoch 38 Batch 488/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.853 Epoch 38 Batch 489/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.900 Epoch 38 Batch 490/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.903 Epoch 38 Batch 491/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.890 Epoch 38 Batch 492/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.880 Epoch 38 Batch 493/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.900 Epoch 38 Batch 494/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.823 Epoch 38 Batch 495/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.910 Epoch 38 Batch 496/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.840 Epoch 38 Batch 497/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.828 Epoch 38 Batch 498/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.873 Epoch 38 Batch 499/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.864 Epoch 38 Batch 500/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.878 Epoch 38 Batch 501/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.835 Epoch 38 Batch 502/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.907 Epoch 38 Batch 503/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.893 Epoch 38 Batch 504/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.895 Epoch 38 Batch 505/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.923 Epoch 38 Batch 506/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.951 Epoch 38 Batch 507/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.812 Epoch 38 Batch 508/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.899 Epoch 38 Batch 509/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.971 Epoch 38 Batch 510/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.880 Epoch 38 Batch 511/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.918 Epoch 38 Batch 512/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.836 Epoch 38 Batch 513/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.852 Epoch 38 Batch 514/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.937 Epoch 38 Batch 515/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.897 Epoch 38 Batch 516/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.842 Epoch 38 Batch 517/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.876 Epoch 38 Batch 518/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.940 Epoch 38 Batch 519/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.883 Epoch 38 Batch 520/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.865 Epoch 38 Batch 521/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.883 Epoch 38 Batch 522/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.875 Epoch 38 Batch 523/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.895 Epoch 38 Batch 524/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.878 Epoch 38 Batch 525/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.889 Epoch 38 Batch 526/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.901 Epoch 38 Batch 527/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.897 Epoch 38 Batch 528/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.901 Epoch 38 Batch 529/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.867 Epoch 38 Batch 530/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.919 Epoch 38 Batch 531/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.889 Epoch 38 Batch 532/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.867 Epoch 38 Batch 533/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.886 Epoch 38 Batch 534/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.910 Epoch 38 Batch 535/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.907 Epoch 38 Batch 536/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.905 Epoch 38 Batch 537/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.835 Epoch 38 Batch 538/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.896 Epoch 38 Batch 539/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.927 Epoch 38 Batch 540/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.887 Epoch 38 Batch 541/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.858 Epoch 38 Batch 542/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.940 Epoch 38 Batch 543/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.815 Epoch 38 Batch 544/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.839 Epoch 38 Batch 545/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.883 Epoch 38 Batch 546/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.906 Epoch 38 Batch 547/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.897 Epoch 38 Batch 548/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.884 Epoch 38 Batch 549/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.875 Epoch 38 Batch 550/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.921 Epoch 38 Batch 551/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.814 Epoch 38 Batch 552/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.912 Epoch 38 Batch 553/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.867 Epoch 38 Batch 554/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.832 Epoch 38 Batch 555/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.889 Epoch 38 Batch 556/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.859 Epoch 38 Batch 557/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.845 Epoch 38 Batch 558/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.875 Epoch 38 Batch 559/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.883 Epoch 38 Batch 560/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.905 Epoch 38 Batch 561/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.890 Epoch 38 Batch 562/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.857 Epoch 38 Batch 563/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.870 Epoch 38 Batch 564/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.890 Epoch 38 Batch 565/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.885 Epoch 38 Batch 566/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.855 Epoch 38 Batch 567/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.899 Epoch 38 Batch 568/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.866 Epoch 38 Batch 569/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.904 Epoch 38 Batch 570/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.840 Epoch 38 Batch 571/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.879 Epoch 38 Batch 572/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.922 Epoch 38 Batch 573/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.962 Epoch 38 Batch 574/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.846 Epoch 38 Batch 575/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.859 Epoch 38 Batch 576/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.891 Epoch 38 Batch 577/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.945 Epoch 38 Batch 578/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.940 Epoch 38 Batch 579/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.853 Epoch 38 Batch 580/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.231, Loss: 0.927 Epoch 38 Batch 581/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.852 Epoch 38 Batch 582/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.917 Epoch 38 Batch 583/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.860 Epoch 38 Batch 584/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.847 Epoch 38 Batch 585/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.897 Epoch 38 Batch 586/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.962 Epoch 38 Batch 587/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.863 Epoch 38 Batch 588/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.894 Epoch 38 Batch 589/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.913 Epoch 38 Batch 590/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.851 Epoch 38 Batch 591/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.231, Loss: 0.861 Epoch 38 Batch 592/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.920 Epoch 38 Batch 593/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.859 Epoch 38 Batch 594/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.832 Epoch 38 Batch 595/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.904 Epoch 38 Batch 596/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.913 Epoch 38 Batch 597/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.232, Loss: 0.910 Epoch 38 Batch 598/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.899 Epoch 38 Batch 599/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.918 Epoch 38 Batch 600/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.933 Epoch 38 Batch 601/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.865 Epoch 38 Batch 602/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.851 Epoch 38 Batch 603/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.819 Epoch 38 Batch 604/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.910 Epoch 38 Batch 605/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.902 Epoch 38 Batch 606/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.832 Epoch 38 Batch 607/1077 - Train Accuracy: 0.240, Validation Accuracy: 0.231, Loss: 0.895 Epoch 38 Batch 608/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.923 Epoch 38 Batch 609/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.870 Epoch 38 Batch 610/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.828 Epoch 38 Batch 611/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.838 Epoch 38 Batch 612/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.851 Epoch 38 Batch 613/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.887 Epoch 38 Batch 614/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.915 Epoch 38 Batch 615/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.878 Epoch 38 Batch 616/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.857 Epoch 38 Batch 617/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.947 Epoch 38 Batch 618/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.838 Epoch 38 Batch 619/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.231, Loss: 0.863 Epoch 38 Batch 620/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.833 Epoch 38 Batch 621/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.884 Epoch 38 Batch 622/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.885 Epoch 38 Batch 623/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.945 Epoch 38 Batch 624/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.919 Epoch 38 Batch 625/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.859 Epoch 38 Batch 626/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.232, Loss: 0.872 Epoch 38 Batch 627/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.959 Epoch 38 Batch 628/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.947 Epoch 38 Batch 629/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.926 Epoch 38 Batch 630/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.898 Epoch 38 Batch 631/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.900 Epoch 38 Batch 632/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.895 Epoch 38 Batch 633/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.895 Epoch 38 Batch 634/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.903 Epoch 38 Batch 635/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.944 Epoch 38 Batch 636/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.902 Epoch 38 Batch 637/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.899 Epoch 38 Batch 638/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.924 Epoch 38 Batch 639/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.938 Epoch 38 Batch 640/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.901 Epoch 38 Batch 641/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.890 Epoch 38 Batch 642/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.920 Epoch 38 Batch 643/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.848 Epoch 38 Batch 644/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.796 Epoch 38 Batch 645/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.842 Epoch 38 Batch 646/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.870 Epoch 38 Batch 647/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.874 Epoch 38 Batch 648/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.882 Epoch 38 Batch 649/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.885 Epoch 38 Batch 650/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.889 Epoch 38 Batch 651/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.924 Epoch 38 Batch 652/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.871 Epoch 38 Batch 653/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.886 Epoch 38 Batch 654/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.825 Epoch 38 Batch 655/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.875 Epoch 38 Batch 656/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.928 Epoch 38 Batch 657/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.887 Epoch 38 Batch 658/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.951 Epoch 38 Batch 659/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.231, Loss: 0.880 Epoch 38 Batch 660/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.938 Epoch 38 Batch 661/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.888 Epoch 38 Batch 662/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.855 Epoch 38 Batch 663/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.903 Epoch 38 Batch 664/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.830 Epoch 38 Batch 665/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.889 Epoch 38 Batch 666/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 0.906 Epoch 38 Batch 667/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.891 Epoch 38 Batch 668/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.896 Epoch 38 Batch 669/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 0.898 Epoch 38 Batch 670/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.231, Loss: 0.907 Epoch 38 Batch 671/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.912 Epoch 38 Batch 672/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.886 Epoch 38 Batch 673/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.868 Epoch 38 Batch 674/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.879 Epoch 38 Batch 675/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.886 Epoch 38 Batch 676/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.838 Epoch 38 Batch 677/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.875 Epoch 38 Batch 678/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.912 Epoch 38 Batch 679/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.851 Epoch 38 Batch 680/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.943 Epoch 38 Batch 681/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.872 Epoch 38 Batch 682/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.232, Loss: 0.865 Epoch 38 Batch 683/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.903 Epoch 38 Batch 684/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.882 Epoch 38 Batch 685/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.917 Epoch 38 Batch 686/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.868 Epoch 38 Batch 687/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.910 Epoch 38 Batch 688/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.833 Epoch 38 Batch 689/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.890 Epoch 38 Batch 690/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.912 Epoch 38 Batch 691/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.889 Epoch 38 Batch 692/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.919 Epoch 38 Batch 693/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.921 Epoch 38 Batch 694/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.851 Epoch 38 Batch 695/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.872 Epoch 38 Batch 696/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.890 Epoch 38 Batch 697/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.908 Epoch 38 Batch 698/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.871 Epoch 38 Batch 699/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.232, Loss: 0.904 Epoch 38 Batch 700/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.927 Epoch 38 Batch 701/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.883 Epoch 38 Batch 702/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.880 Epoch 38 Batch 703/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.849 Epoch 38 Batch 704/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.909 Epoch 38 Batch 705/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.884 Epoch 38 Batch 706/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.934 Epoch 38 Batch 707/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.869 Epoch 38 Batch 708/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.946 Epoch 38 Batch 709/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.930 Epoch 38 Batch 710/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.832 Epoch 38 Batch 711/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.905 Epoch 38 Batch 712/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.812 Epoch 38 Batch 713/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.232, Loss: 0.895 Epoch 38 Batch 714/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.232, Loss: 0.848 Epoch 38 Batch 715/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.848 Epoch 38 Batch 716/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.859 Epoch 38 Batch 717/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.231, Loss: 0.906 Epoch 38 Batch 718/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.866 Epoch 38 Batch 719/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.865 Epoch 38 Batch 720/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.928 Epoch 38 Batch 721/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.886 Epoch 38 Batch 722/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.867 Epoch 38 Batch 723/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.915 Epoch 38 Batch 724/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.840 Epoch 38 Batch 725/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.231, Loss: 0.964 Epoch 38 Batch 726/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.860 Epoch 38 Batch 727/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.877 Epoch 38 Batch 728/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.910 Epoch 38 Batch 729/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.862 Epoch 38 Batch 730/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.957 Epoch 38 Batch 731/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.869 Epoch 38 Batch 732/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.864 Epoch 38 Batch 733/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.900 Epoch 38 Batch 734/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.907 Epoch 38 Batch 735/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.874 Epoch 38 Batch 736/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.877 Epoch 38 Batch 737/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.889 Epoch 38 Batch 738/1077 - Train Accuracy: 0.288, Validation Accuracy: 0.232, Loss: 0.909 Epoch 38 Batch 739/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.857 Epoch 38 Batch 740/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.901 Epoch 38 Batch 741/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.905 Epoch 38 Batch 742/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.923 Epoch 38 Batch 743/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.950 Epoch 38 Batch 744/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.870 Epoch 38 Batch 745/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.877 Epoch 38 Batch 746/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.861 Epoch 38 Batch 747/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.856 Epoch 38 Batch 748/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.861 Epoch 38 Batch 749/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.893 Epoch 38 Batch 750/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.922 Epoch 38 Batch 751/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.910 Epoch 38 Batch 752/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.921 Epoch 38 Batch 753/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.875 Epoch 38 Batch 754/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.879 Epoch 38 Batch 755/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.895 Epoch 38 Batch 756/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.895 Epoch 38 Batch 757/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.891 Epoch 38 Batch 758/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.956 Epoch 38 Batch 759/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.905 Epoch 38 Batch 760/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.870 Epoch 38 Batch 761/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.828 Epoch 38 Batch 762/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.909 Epoch 38 Batch 763/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.868 Epoch 38 Batch 764/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.894 Epoch 38 Batch 765/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.848 Epoch 38 Batch 766/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.955 Epoch 38 Batch 767/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.855 Epoch 38 Batch 768/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.914 Epoch 38 Batch 769/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.863 Epoch 38 Batch 770/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.919 Epoch 38 Batch 771/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.915 Epoch 38 Batch 772/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.841 Epoch 38 Batch 773/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.850 Epoch 38 Batch 774/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.901 Epoch 38 Batch 775/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.919 Epoch 38 Batch 776/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.872 Epoch 38 Batch 777/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.869 Epoch 38 Batch 778/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.915 Epoch 38 Batch 779/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.806 Epoch 38 Batch 780/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.919 Epoch 38 Batch 781/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.917 Epoch 38 Batch 782/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.848 Epoch 38 Batch 783/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.855 Epoch 38 Batch 784/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.902 Epoch 38 Batch 785/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.858 Epoch 38 Batch 786/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.884 Epoch 38 Batch 787/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.885 Epoch 38 Batch 788/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.888 Epoch 38 Batch 789/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.875 Epoch 38 Batch 790/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.877 Epoch 38 Batch 791/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.828 Epoch 38 Batch 792/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.857 Epoch 38 Batch 793/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.799 Epoch 38 Batch 794/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.951 Epoch 38 Batch 795/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.869 Epoch 38 Batch 796/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.903 Epoch 38 Batch 797/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.876 Epoch 38 Batch 798/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.232, Loss: 0.837 Epoch 38 Batch 799/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.232, Loss: 0.955 Epoch 38 Batch 800/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.877 Epoch 38 Batch 801/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.923 Epoch 38 Batch 802/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.931 Epoch 38 Batch 803/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.868 Epoch 38 Batch 804/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.957 Epoch 38 Batch 805/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.897 Epoch 38 Batch 806/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.885 Epoch 38 Batch 807/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.911 Epoch 38 Batch 808/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.867 Epoch 38 Batch 809/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.844 Epoch 38 Batch 810/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.952 Epoch 38 Batch 811/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.917 Epoch 38 Batch 812/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.889 Epoch 38 Batch 813/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.861 Epoch 38 Batch 814/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.934 Epoch 38 Batch 815/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.883 Epoch 38 Batch 816/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.843 Epoch 38 Batch 817/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.874 Epoch 38 Batch 818/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.918 Epoch 38 Batch 819/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.867 Epoch 38 Batch 820/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.907 Epoch 38 Batch 821/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.935 Epoch 38 Batch 822/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.891 Epoch 38 Batch 823/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.826 Epoch 38 Batch 824/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.951 Epoch 38 Batch 825/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.874 Epoch 38 Batch 826/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.932 Epoch 38 Batch 827/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.880 Epoch 38 Batch 828/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.881 Epoch 38 Batch 829/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.976 Epoch 38 Batch 830/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.912 Epoch 38 Batch 831/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.233, Loss: 0.905 Epoch 38 Batch 832/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.869 Epoch 38 Batch 833/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.914 Epoch 38 Batch 834/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.233, Loss: 0.814 Epoch 38 Batch 835/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.869 Epoch 38 Batch 836/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.918 Epoch 38 Batch 837/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.909 Epoch 38 Batch 838/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.919 Epoch 38 Batch 839/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.921 Epoch 38 Batch 840/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.887 Epoch 38 Batch 841/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.926 Epoch 38 Batch 842/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.902 Epoch 38 Batch 843/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.828 Epoch 38 Batch 844/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.874 Epoch 38 Batch 845/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.841 Epoch 38 Batch 846/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.891 Epoch 38 Batch 847/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.828 Epoch 38 Batch 848/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.916 Epoch 38 Batch 849/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.872 Epoch 38 Batch 850/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.875 Epoch 38 Batch 851/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.882 Epoch 38 Batch 852/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.883 Epoch 38 Batch 853/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.832 Epoch 38 Batch 854/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.856 Epoch 38 Batch 855/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.864 Epoch 38 Batch 856/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.840 Epoch 38 Batch 857/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.956 Epoch 38 Batch 858/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.861 Epoch 38 Batch 859/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.869 Epoch 38 Batch 860/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.924 Epoch 38 Batch 861/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.858 Epoch 38 Batch 862/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.896 Epoch 38 Batch 863/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.845 Epoch 38 Batch 864/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.881 Epoch 38 Batch 865/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.233, Loss: 0.892 Epoch 38 Batch 866/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.875 Epoch 38 Batch 867/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.968 Epoch 38 Batch 868/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.883 Epoch 38 Batch 869/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.901 Epoch 38 Batch 870/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.887 Epoch 38 Batch 871/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.964 Epoch 38 Batch 872/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.813 Epoch 38 Batch 873/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.880 Epoch 38 Batch 874/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.813 Epoch 38 Batch 875/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.895 Epoch 38 Batch 876/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.843 Epoch 38 Batch 877/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.886 Epoch 38 Batch 878/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.873 Epoch 38 Batch 879/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.883 Epoch 38 Batch 880/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.877 Epoch 38 Batch 881/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.890 Epoch 38 Batch 882/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.897 Epoch 38 Batch 883/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.947 Epoch 38 Batch 884/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.882 Epoch 38 Batch 885/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.232, Loss: 0.791 Epoch 38 Batch 886/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.835 Epoch 38 Batch 887/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.852 Epoch 38 Batch 888/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.888 Epoch 38 Batch 889/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.949 Epoch 38 Batch 890/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.914 Epoch 38 Batch 891/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.838 Epoch 38 Batch 892/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.903 Epoch 38 Batch 893/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.865 Epoch 38 Batch 894/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.893 Epoch 38 Batch 895/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.948 Epoch 38 Batch 896/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.950 Epoch 38 Batch 897/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.881 Epoch 38 Batch 898/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.865 Epoch 38 Batch 899/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.875 Epoch 38 Batch 900/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.903 Epoch 38 Batch 901/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.867 Epoch 38 Batch 902/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.902 Epoch 38 Batch 903/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.844 Epoch 38 Batch 904/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.866 Epoch 38 Batch 905/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.917 Epoch 38 Batch 906/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.924 Epoch 38 Batch 907/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.870 Epoch 38 Batch 908/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.914 Epoch 38 Batch 909/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.879 Epoch 38 Batch 910/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.978 Epoch 38 Batch 911/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.232, Loss: 0.841 Epoch 38 Batch 912/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.880 Epoch 38 Batch 913/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.843 Epoch 38 Batch 914/1077 - Train Accuracy: 0.299, Validation Accuracy: 0.232, Loss: 0.910 Epoch 38 Batch 915/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.878 Epoch 38 Batch 916/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.852 Epoch 38 Batch 917/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.938 Epoch 38 Batch 918/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.858 Epoch 38 Batch 919/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.232, Loss: 0.850 Epoch 38 Batch 920/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.896 Epoch 38 Batch 921/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.918 Epoch 38 Batch 922/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.873 Epoch 38 Batch 923/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.860 Epoch 38 Batch 924/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.232, Loss: 0.886 Epoch 38 Batch 925/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.879 Epoch 38 Batch 926/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.831 Epoch 38 Batch 927/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.232, Loss: 0.896 Epoch 38 Batch 928/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.870 Epoch 38 Batch 929/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.896 Epoch 38 Batch 930/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.859 Epoch 38 Batch 931/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.907 Epoch 38 Batch 932/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.850 Epoch 38 Batch 933/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.898 Epoch 38 Batch 934/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.905 Epoch 38 Batch 935/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.951 Epoch 38 Batch 936/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.861 Epoch 38 Batch 937/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.929 Epoch 38 Batch 938/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.902 Epoch 38 Batch 939/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.890 Epoch 38 Batch 940/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.876 Epoch 38 Batch 941/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.917 Epoch 38 Batch 942/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.922 Epoch 38 Batch 943/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.884 Epoch 38 Batch 944/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.865 Epoch 38 Batch 945/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.903 Epoch 38 Batch 946/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.900 Epoch 38 Batch 947/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.915 Epoch 38 Batch 948/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.878 Epoch 38 Batch 949/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.890 Epoch 38 Batch 950/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.895 Epoch 38 Batch 951/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.892 Epoch 38 Batch 952/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.882 Epoch 38 Batch 953/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.915 Epoch 38 Batch 954/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.843 Epoch 38 Batch 955/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.911 Epoch 38 Batch 956/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.932 Epoch 38 Batch 957/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.883 Epoch 38 Batch 958/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.943 Epoch 38 Batch 959/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.877 Epoch 38 Batch 960/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.866 Epoch 38 Batch 961/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.840 Epoch 38 Batch 962/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.834 Epoch 38 Batch 963/1077 - Train Accuracy: 0.072, Validation Accuracy: 0.231, Loss: 0.910 Epoch 38 Batch 964/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.889 Epoch 38 Batch 965/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.231, Loss: 0.821 Epoch 38 Batch 966/1077 - Train Accuracy: 0.264, Validation Accuracy: 0.231, Loss: 0.858 Epoch 38 Batch 967/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.928 Epoch 38 Batch 968/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.843 Epoch 38 Batch 969/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.851 Epoch 38 Batch 970/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.917 Epoch 38 Batch 971/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.929 Epoch 38 Batch 972/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.872 Epoch 38 Batch 973/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.866 Epoch 38 Batch 974/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.907 Epoch 38 Batch 975/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.833 Epoch 38 Batch 976/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.833 Epoch 38 Batch 977/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.864 Epoch 38 Batch 978/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.956 Epoch 38 Batch 979/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.232, Loss: 0.934 Epoch 38 Batch 980/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.876 Epoch 38 Batch 981/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.890 Epoch 38 Batch 982/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.816 Epoch 38 Batch 983/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.931 Epoch 38 Batch 984/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.949 Epoch 38 Batch 985/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.815 Epoch 38 Batch 986/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.872 Epoch 38 Batch 987/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.912 Epoch 38 Batch 988/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.232, Loss: 0.885 Epoch 38 Batch 989/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.955 Epoch 38 Batch 990/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.956 Epoch 38 Batch 991/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.232, Loss: 0.883 Epoch 38 Batch 992/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.890 Epoch 38 Batch 993/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.904 Epoch 38 Batch 994/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.902 Epoch 38 Batch 995/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.870 Epoch 38 Batch 996/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.921 Epoch 38 Batch 997/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.231, Loss: 0.841 Epoch 38 Batch 998/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.811 Epoch 38 Batch 999/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.908 Epoch 38 Batch 1000/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.907 Epoch 38 Batch 1001/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.232, Loss: 0.887 Epoch 38 Batch 1002/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.868 Epoch 38 Batch 1003/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.840 Epoch 38 Batch 1004/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.860 Epoch 38 Batch 1005/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.923 Epoch 38 Batch 1006/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.914 Epoch 38 Batch 1007/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.937 Epoch 38 Batch 1008/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.842 Epoch 38 Batch 1009/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.890 Epoch 38 Batch 1010/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.870 Epoch 38 Batch 1011/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.822 Epoch 38 Batch 1012/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.232, Loss: 0.850 Epoch 38 Batch 1013/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.862 Epoch 38 Batch 1014/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.868 Epoch 38 Batch 1015/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.957 Epoch 38 Batch 1016/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.808 Epoch 38 Batch 1017/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.232, Loss: 0.866 Epoch 38 Batch 1018/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.921 Epoch 38 Batch 1019/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.910 Epoch 38 Batch 1020/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.845 Epoch 38 Batch 1021/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.839 Epoch 38 Batch 1022/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.886 Epoch 38 Batch 1023/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.233, Loss: 0.911 Epoch 38 Batch 1024/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.949 Epoch 38 Batch 1025/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.888 Epoch 38 Batch 1026/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.924 Epoch 38 Batch 1027/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.831 Epoch 38 Batch 1028/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.912 Epoch 38 Batch 1029/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.887 Epoch 38 Batch 1030/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.868 Epoch 38 Batch 1031/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.845 Epoch 38 Batch 1032/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.911 Epoch 38 Batch 1033/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.895 Epoch 38 Batch 1034/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.232, Loss: 0.894 Epoch 38 Batch 1035/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.868 Epoch 38 Batch 1036/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.828 Epoch 38 Batch 1037/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.888 Epoch 38 Batch 1038/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.894 Epoch 38 Batch 1039/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.833 Epoch 38 Batch 1040/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.862 Epoch 38 Batch 1041/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.904 Epoch 38 Batch 1042/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.930 Epoch 38 Batch 1043/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.914 Epoch 38 Batch 1044/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.892 Epoch 38 Batch 1045/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.855 Epoch 38 Batch 1046/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.921 Epoch 38 Batch 1047/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.845 Epoch 38 Batch 1048/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.899 Epoch 38 Batch 1049/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.893 Epoch 38 Batch 1050/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.894 Epoch 38 Batch 1051/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.929 Epoch 38 Batch 1052/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.949 Epoch 38 Batch 1053/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.870 Epoch 38 Batch 1054/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.886 Epoch 38 Batch 1055/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.971 Epoch 38 Batch 1056/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.893 Epoch 38 Batch 1057/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.952 Epoch 38 Batch 1058/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.855 Epoch 38 Batch 1059/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.231, Loss: 0.856 Epoch 38 Batch 1060/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.897 Epoch 38 Batch 1061/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.878 Epoch 38 Batch 1062/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.868 Epoch 38 Batch 1063/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.865 Epoch 38 Batch 1064/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.934 Epoch 38 Batch 1065/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.936 Epoch 38 Batch 1066/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.928 Epoch 38 Batch 1067/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.924 Epoch 38 Batch 1068/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.886 Epoch 38 Batch 1069/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.885 Epoch 38 Batch 1070/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.846 Epoch 38 Batch 1071/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.854 Epoch 38 Batch 1072/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.966 Epoch 38 Batch 1073/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.859 Epoch 38 Batch 1074/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.880 Epoch 38 Batch 1075/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.902 Epoch 39 Batch 0/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.871 Epoch 39 Batch 1/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.835 Epoch 39 Batch 2/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.896 Epoch 39 Batch 3/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.852 Epoch 39 Batch 4/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.897 Epoch 39 Batch 5/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.854 Epoch 39 Batch 6/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.929 Epoch 39 Batch 7/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.233, Loss: 0.891 Epoch 39 Batch 8/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.941 Epoch 39 Batch 9/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.802 Epoch 39 Batch 10/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.855 Epoch 39 Batch 11/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.925 Epoch 39 Batch 12/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.879 Epoch 39 Batch 13/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.860 Epoch 39 Batch 14/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.847 Epoch 39 Batch 15/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.877 Epoch 39 Batch 16/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.826 Epoch 39 Batch 17/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.907 Epoch 39 Batch 18/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.882 Epoch 39 Batch 19/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.873 Epoch 39 Batch 20/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.876 Epoch 39 Batch 21/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.883 Epoch 39 Batch 22/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.932 Epoch 39 Batch 23/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.865 Epoch 39 Batch 24/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.902 Epoch 39 Batch 25/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.918 Epoch 39 Batch 26/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.842 Epoch 39 Batch 27/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.847 Epoch 39 Batch 28/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.873 Epoch 39 Batch 29/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.938 Epoch 39 Batch 30/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.925 Epoch 39 Batch 31/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.888 Epoch 39 Batch 32/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.875 Epoch 39 Batch 33/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.864 Epoch 39 Batch 34/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.858 Epoch 39 Batch 35/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.885 Epoch 39 Batch 36/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.923 Epoch 39 Batch 37/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.873 Epoch 39 Batch 38/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.233, Loss: 0.914 Epoch 39 Batch 39/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.913 Epoch 39 Batch 40/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.894 Epoch 39 Batch 41/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.853 Epoch 39 Batch 42/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.942 Epoch 39 Batch 43/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.232, Loss: 0.904 Epoch 39 Batch 44/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.825 Epoch 39 Batch 45/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.821 Epoch 39 Batch 46/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.834 Epoch 39 Batch 47/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.885 Epoch 39 Batch 48/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.872 Epoch 39 Batch 49/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.233, Loss: 0.915 Epoch 39 Batch 50/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.853 Epoch 39 Batch 51/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.857 Epoch 39 Batch 52/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.912 Epoch 39 Batch 53/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.233, Loss: 0.900 Epoch 39 Batch 54/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.912 Epoch 39 Batch 55/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.930 Epoch 39 Batch 56/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.815 Epoch 39 Batch 57/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.232, Loss: 0.861 Epoch 39 Batch 58/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.873 Epoch 39 Batch 59/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.886 Epoch 39 Batch 60/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.914 Epoch 39 Batch 61/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.847 Epoch 39 Batch 62/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.840 Epoch 39 Batch 63/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.882 Epoch 39 Batch 64/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.877 Epoch 39 Batch 65/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.919 Epoch 39 Batch 66/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.232, Loss: 0.856 Epoch 39 Batch 67/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.877 Epoch 39 Batch 68/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.958 Epoch 39 Batch 69/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.910 Epoch 39 Batch 70/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.909 Epoch 39 Batch 71/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.865 Epoch 39 Batch 72/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.938 Epoch 39 Batch 73/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.812 Epoch 39 Batch 74/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.850 Epoch 39 Batch 75/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.852 Epoch 39 Batch 76/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.837 Epoch 39 Batch 77/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.880 Epoch 39 Batch 78/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.846 Epoch 39 Batch 79/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.791 Epoch 39 Batch 80/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.887 Epoch 39 Batch 81/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.232, Loss: 0.866 Epoch 39 Batch 82/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.232, Loss: 0.876 Epoch 39 Batch 83/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.939 Epoch 39 Batch 84/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.896 Epoch 39 Batch 85/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.840 Epoch 39 Batch 86/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.884 Epoch 39 Batch 87/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.857 Epoch 39 Batch 88/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.915 Epoch 39 Batch 89/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.876 Epoch 39 Batch 90/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.870 Epoch 39 Batch 91/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.886 Epoch 39 Batch 92/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.904 Epoch 39 Batch 93/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.810 Epoch 39 Batch 94/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.916 Epoch 39 Batch 95/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.837 Epoch 39 Batch 96/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.850 Epoch 39 Batch 97/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.888 Epoch 39 Batch 98/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.898 Epoch 39 Batch 99/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.871 Epoch 39 Batch 100/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.915 Epoch 39 Batch 101/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.839 Epoch 39 Batch 102/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.942 Epoch 39 Batch 103/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.935 Epoch 39 Batch 104/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.231, Loss: 0.875 Epoch 39 Batch 105/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.856 Epoch 39 Batch 106/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.231, Loss: 0.912 Epoch 39 Batch 107/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.890 Epoch 39 Batch 108/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.232, Loss: 0.838 Epoch 39 Batch 109/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.978 Epoch 39 Batch 110/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.906 Epoch 39 Batch 111/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.837 Epoch 39 Batch 112/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.869 Epoch 39 Batch 113/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.914 Epoch 39 Batch 114/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.867 Epoch 39 Batch 115/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.880 Epoch 39 Batch 116/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.933 Epoch 39 Batch 117/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.863 Epoch 39 Batch 118/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.814 Epoch 39 Batch 119/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.891 Epoch 39 Batch 120/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.874 Epoch 39 Batch 121/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.822 Epoch 39 Batch 122/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.899 Epoch 39 Batch 123/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.841 Epoch 39 Batch 124/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.879 Epoch 39 Batch 125/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.923 Epoch 39 Batch 126/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.884 Epoch 39 Batch 127/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.934 Epoch 39 Batch 128/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.846 Epoch 39 Batch 129/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.907 Epoch 39 Batch 130/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.858 Epoch 39 Batch 131/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.858 Epoch 39 Batch 132/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.871 Epoch 39 Batch 133/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.894 Epoch 39 Batch 134/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.879 Epoch 39 Batch 135/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.813 Epoch 39 Batch 136/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.884 Epoch 39 Batch 137/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.951 Epoch 39 Batch 138/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.912 Epoch 39 Batch 139/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.903 Epoch 39 Batch 140/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.870 Epoch 39 Batch 141/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.894 Epoch 39 Batch 142/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.851 Epoch 39 Batch 143/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.842 Epoch 39 Batch 144/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.889 Epoch 39 Batch 145/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.885 Epoch 39 Batch 146/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.934 Epoch 39 Batch 147/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.851 Epoch 39 Batch 148/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.886 Epoch 39 Batch 149/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.864 Epoch 39 Batch 150/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.886 Epoch 39 Batch 151/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.871 Epoch 39 Batch 152/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.865 Epoch 39 Batch 153/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.891 Epoch 39 Batch 154/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.899 Epoch 39 Batch 155/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.808 Epoch 39 Batch 156/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.875 Epoch 39 Batch 157/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.872 Epoch 39 Batch 158/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.962 Epoch 39 Batch 159/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.893 Epoch 39 Batch 160/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.871 Epoch 39 Batch 161/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.919 Epoch 39 Batch 162/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.871 Epoch 39 Batch 163/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.899 Epoch 39 Batch 164/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.855 Epoch 39 Batch 165/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.837 Epoch 39 Batch 166/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.875 Epoch 39 Batch 167/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.764 Epoch 39 Batch 168/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.953 Epoch 39 Batch 169/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.919 Epoch 39 Batch 170/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.871 Epoch 39 Batch 171/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.232, Loss: 0.877 Epoch 39 Batch 172/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.864 Epoch 39 Batch 173/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.232, Loss: 0.908 Epoch 39 Batch 174/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.866 Epoch 39 Batch 175/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.953 Epoch 39 Batch 176/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.886 Epoch 39 Batch 177/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.922 Epoch 39 Batch 178/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.867 Epoch 39 Batch 179/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.902 Epoch 39 Batch 180/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.871 Epoch 39 Batch 181/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.940 Epoch 39 Batch 182/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.876 Epoch 39 Batch 183/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.927 Epoch 39 Batch 184/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.870 Epoch 39 Batch 185/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.907 Epoch 39 Batch 186/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.885 Epoch 39 Batch 187/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.907 Epoch 39 Batch 188/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.956 Epoch 39 Batch 189/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.861 Epoch 39 Batch 190/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.910 Epoch 39 Batch 191/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.231, Loss: 0.872 Epoch 39 Batch 192/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.927 Epoch 39 Batch 193/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.878 Epoch 39 Batch 194/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.845 Epoch 39 Batch 195/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.862 Epoch 39 Batch 196/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.932 Epoch 39 Batch 197/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.937 Epoch 39 Batch 198/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.841 Epoch 39 Batch 199/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.882 Epoch 39 Batch 200/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.878 Epoch 39 Batch 201/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.894 Epoch 39 Batch 202/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.840 Epoch 39 Batch 203/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.900 Epoch 39 Batch 204/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.829 Epoch 39 Batch 205/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.910 Epoch 39 Batch 206/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.917 Epoch 39 Batch 207/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.915 Epoch 39 Batch 208/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.853 Epoch 39 Batch 209/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.896 Epoch 39 Batch 210/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.231, Loss: 0.914 Epoch 39 Batch 211/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.868 Epoch 39 Batch 212/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.871 Epoch 39 Batch 213/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.900 Epoch 39 Batch 214/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.859 Epoch 39 Batch 215/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.875 Epoch 39 Batch 216/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.892 Epoch 39 Batch 217/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.904 Epoch 39 Batch 218/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.231, Loss: 0.957 Epoch 39 Batch 219/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.231, Loss: 0.870 Epoch 39 Batch 220/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.919 Epoch 39 Batch 221/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.231, Loss: 0.911 Epoch 39 Batch 222/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.955 Epoch 39 Batch 223/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.922 Epoch 39 Batch 224/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.932 Epoch 39 Batch 225/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.908 Epoch 39 Batch 226/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.833 Epoch 39 Batch 227/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.231, Loss: 0.956 Epoch 39 Batch 228/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.853 Epoch 39 Batch 229/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.880 Epoch 39 Batch 230/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.889 Epoch 39 Batch 231/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.872 Epoch 39 Batch 232/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.858 Epoch 39 Batch 233/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.885 Epoch 39 Batch 234/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.231, Loss: 0.890 Epoch 39 Batch 235/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.872 Epoch 39 Batch 236/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.950 Epoch 39 Batch 237/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.933 Epoch 39 Batch 238/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.231, Loss: 0.890 Epoch 39 Batch 239/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.846 Epoch 39 Batch 240/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.870 Epoch 39 Batch 241/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.826 Epoch 39 Batch 242/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.923 Epoch 39 Batch 243/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.881 Epoch 39 Batch 244/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.231, Loss: 0.877 Epoch 39 Batch 245/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.870 Epoch 39 Batch 246/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.928 Epoch 39 Batch 247/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.920 Epoch 39 Batch 248/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.863 Epoch 39 Batch 249/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.869 Epoch 39 Batch 250/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.232, Loss: 0.866 Epoch 39 Batch 251/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.958 Epoch 39 Batch 252/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.874 Epoch 39 Batch 253/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.232, Loss: 0.880 Epoch 39 Batch 254/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.865 Epoch 39 Batch 255/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.946 Epoch 39 Batch 256/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.883 Epoch 39 Batch 257/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.863 Epoch 39 Batch 258/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.907 Epoch 39 Batch 259/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.853 Epoch 39 Batch 260/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.854 Epoch 39 Batch 261/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.231, Loss: 0.892 Epoch 39 Batch 262/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.944 Epoch 39 Batch 263/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.231, Loss: 0.900 Epoch 39 Batch 264/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.909 Epoch 39 Batch 265/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.818 Epoch 39 Batch 266/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.858 Epoch 39 Batch 267/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.232, Loss: 0.861 Epoch 39 Batch 268/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.913 Epoch 39 Batch 269/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.864 Epoch 39 Batch 270/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.911 Epoch 39 Batch 271/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.913 Epoch 39 Batch 272/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.914 Epoch 39 Batch 273/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.904 Epoch 39 Batch 274/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.941 Epoch 39 Batch 275/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.879 Epoch 39 Batch 276/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.984 Epoch 39 Batch 277/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.823 Epoch 39 Batch 278/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.890 Epoch 39 Batch 279/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.848 Epoch 39 Batch 280/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.900 Epoch 39 Batch 281/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.838 Epoch 39 Batch 282/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.913 Epoch 39 Batch 283/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.929 Epoch 39 Batch 284/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.841 Epoch 39 Batch 285/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.944 Epoch 39 Batch 286/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.846 Epoch 39 Batch 287/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.938 Epoch 39 Batch 288/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.888 Epoch 39 Batch 289/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.869 Epoch 39 Batch 290/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.930 Epoch 39 Batch 291/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.870 Epoch 39 Batch 292/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.875 Epoch 39 Batch 293/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.943 Epoch 39 Batch 294/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.231, Loss: 0.918 Epoch 39 Batch 295/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.876 Epoch 39 Batch 296/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.922 Epoch 39 Batch 297/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.854 Epoch 39 Batch 298/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.909 Epoch 39 Batch 299/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.937 Epoch 39 Batch 300/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.879 Epoch 39 Batch 301/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.905 Epoch 39 Batch 302/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.886 Epoch 39 Batch 303/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 0.907 Epoch 39 Batch 304/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.914 Epoch 39 Batch 305/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.925 Epoch 39 Batch 306/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.843 Epoch 39 Batch 307/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.934 Epoch 39 Batch 308/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.926 Epoch 39 Batch 309/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.899 Epoch 39 Batch 310/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.892 Epoch 39 Batch 311/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.232, Loss: 0.901 Epoch 39 Batch 312/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.925 Epoch 39 Batch 313/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.874 Epoch 39 Batch 314/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.885 Epoch 39 Batch 315/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.839 Epoch 39 Batch 316/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.867 Epoch 39 Batch 317/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.882 Epoch 39 Batch 318/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.871 Epoch 39 Batch 319/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.881 Epoch 39 Batch 320/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.903 Epoch 39 Batch 321/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.879 Epoch 39 Batch 322/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.232, Loss: 0.836 Epoch 39 Batch 323/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.946 Epoch 39 Batch 324/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.841 Epoch 39 Batch 325/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.883 Epoch 39 Batch 326/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.890 Epoch 39 Batch 327/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.874 Epoch 39 Batch 328/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.897 Epoch 39 Batch 329/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.954 Epoch 39 Batch 330/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.875 Epoch 39 Batch 331/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.845 Epoch 39 Batch 332/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.877 Epoch 39 Batch 333/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.876 Epoch 39 Batch 334/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.864 Epoch 39 Batch 335/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.863 Epoch 39 Batch 336/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.954 Epoch 39 Batch 337/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.899 Epoch 39 Batch 338/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.876 Epoch 39 Batch 339/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.902 Epoch 39 Batch 340/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.840 Epoch 39 Batch 341/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.890 Epoch 39 Batch 342/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.847 Epoch 39 Batch 343/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.930 Epoch 39 Batch 344/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.842 Epoch 39 Batch 345/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.872 Epoch 39 Batch 346/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.880 Epoch 39 Batch 347/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.858 Epoch 39 Batch 348/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.903 Epoch 39 Batch 349/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.875 Epoch 39 Batch 350/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.878 Epoch 39 Batch 351/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.835 Epoch 39 Batch 352/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.840 Epoch 39 Batch 353/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.899 Epoch 39 Batch 354/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.915 Epoch 39 Batch 355/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.811 Epoch 39 Batch 356/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.886 Epoch 39 Batch 357/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.852 Epoch 39 Batch 358/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.889 Epoch 39 Batch 359/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.892 Epoch 39 Batch 360/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.880 Epoch 39 Batch 361/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.889 Epoch 39 Batch 362/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.875 Epoch 39 Batch 363/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.849 Epoch 39 Batch 364/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.893 Epoch 39 Batch 365/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.856 Epoch 39 Batch 366/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.864 Epoch 39 Batch 367/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.857 Epoch 39 Batch 368/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.849 Epoch 39 Batch 369/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.910 Epoch 39 Batch 370/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.895 Epoch 39 Batch 371/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.863 Epoch 39 Batch 372/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.849 Epoch 39 Batch 373/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.895 Epoch 39 Batch 374/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.886 Epoch 39 Batch 375/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.232, Loss: 0.872 Epoch 39 Batch 376/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.232, Loss: 0.836 Epoch 39 Batch 377/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.919 Epoch 39 Batch 378/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.933 Epoch 39 Batch 379/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.906 Epoch 39 Batch 380/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.918 Epoch 39 Batch 381/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.819 Epoch 39 Batch 382/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.922 Epoch 39 Batch 383/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.895 Epoch 39 Batch 384/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.928 Epoch 39 Batch 385/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.907 Epoch 39 Batch 386/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.851 Epoch 39 Batch 387/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.786 Epoch 39 Batch 388/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.232, Loss: 0.904 Epoch 39 Batch 389/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.924 Epoch 39 Batch 390/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.925 Epoch 39 Batch 391/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.914 Epoch 39 Batch 392/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.893 Epoch 39 Batch 393/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.882 Epoch 39 Batch 394/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.877 Epoch 39 Batch 395/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.871 Epoch 39 Batch 396/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.928 Epoch 39 Batch 397/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.897 Epoch 39 Batch 398/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.869 Epoch 39 Batch 399/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.861 Epoch 39 Batch 400/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.869 Epoch 39 Batch 401/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.900 Epoch 39 Batch 402/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.889 Epoch 39 Batch 403/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.908 Epoch 39 Batch 404/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.870 Epoch 39 Batch 405/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.854 Epoch 39 Batch 406/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.232, Loss: 0.845 Epoch 39 Batch 407/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.877 Epoch 39 Batch 408/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.887 Epoch 39 Batch 409/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.927 Epoch 39 Batch 410/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.231, Loss: 0.863 Epoch 39 Batch 411/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.860 Epoch 39 Batch 412/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.844 Epoch 39 Batch 413/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.901 Epoch 39 Batch 414/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.866 Epoch 39 Batch 415/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.829 Epoch 39 Batch 416/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.852 Epoch 39 Batch 417/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.926 Epoch 39 Batch 418/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.885 Epoch 39 Batch 419/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.840 Epoch 39 Batch 420/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.905 Epoch 39 Batch 421/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.883 Epoch 39 Batch 422/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.911 Epoch 39 Batch 423/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.948 Epoch 39 Batch 424/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.918 Epoch 39 Batch 425/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.897 Epoch 39 Batch 426/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.868 Epoch 39 Batch 427/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.901 Epoch 39 Batch 428/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.232, Loss: 0.897 Epoch 39 Batch 429/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.826 Epoch 39 Batch 430/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.851 Epoch 39 Batch 431/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.798 Epoch 39 Batch 432/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.857 Epoch 39 Batch 433/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.946 Epoch 39 Batch 434/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.954 Epoch 39 Batch 435/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.930 Epoch 39 Batch 436/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.925 Epoch 39 Batch 437/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.864 Epoch 39 Batch 438/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.849 Epoch 39 Batch 439/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.898 Epoch 39 Batch 440/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.914 Epoch 39 Batch 441/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.846 Epoch 39 Batch 442/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.852 Epoch 39 Batch 443/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.943 Epoch 39 Batch 444/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.861 Epoch 39 Batch 445/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.892 Epoch 39 Batch 446/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.862 Epoch 39 Batch 447/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.871 Epoch 39 Batch 448/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.886 Epoch 39 Batch 449/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.836 Epoch 39 Batch 450/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.820 Epoch 39 Batch 451/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.839 Epoch 39 Batch 452/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.895 Epoch 39 Batch 453/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.898 Epoch 39 Batch 454/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.904 Epoch 39 Batch 455/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.232, Loss: 0.895 Epoch 39 Batch 456/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.881 Epoch 39 Batch 457/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.926 Epoch 39 Batch 458/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.232, Loss: 0.958 Epoch 39 Batch 459/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.895 Epoch 39 Batch 460/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.933 Epoch 39 Batch 461/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.919 Epoch 39 Batch 462/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.915 Epoch 39 Batch 463/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.891 Epoch 39 Batch 464/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.232, Loss: 0.919 Epoch 39 Batch 465/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.893 Epoch 39 Batch 466/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.872 Epoch 39 Batch 467/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.882 Epoch 39 Batch 468/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.884 Epoch 39 Batch 469/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.841 Epoch 39 Batch 470/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.916 Epoch 39 Batch 471/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.898 Epoch 39 Batch 472/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.895 Epoch 39 Batch 473/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.924 Epoch 39 Batch 474/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.881 Epoch 39 Batch 475/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.837 Epoch 39 Batch 476/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.232, Loss: 0.907 Epoch 39 Batch 477/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.232, Loss: 0.867 Epoch 39 Batch 478/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.941 Epoch 39 Batch 479/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.861 Epoch 39 Batch 480/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.848 Epoch 39 Batch 481/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.884 Epoch 39 Batch 482/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.901 Epoch 39 Batch 483/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.861 Epoch 39 Batch 484/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.869 Epoch 39 Batch 485/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.842 Epoch 39 Batch 486/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.968 Epoch 39 Batch 487/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.859 Epoch 39 Batch 488/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.886 Epoch 39 Batch 489/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.871 Epoch 39 Batch 490/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.946 Epoch 39 Batch 491/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.894 Epoch 39 Batch 492/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.876 Epoch 39 Batch 493/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.855 Epoch 39 Batch 494/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.882 Epoch 39 Batch 495/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.902 Epoch 39 Batch 496/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.879 Epoch 39 Batch 497/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.869 Epoch 39 Batch 498/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.839 Epoch 39 Batch 499/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.866 Epoch 39 Batch 500/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.860 Epoch 39 Batch 501/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.859 Epoch 39 Batch 502/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.913 Epoch 39 Batch 503/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.912 Epoch 39 Batch 504/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.878 Epoch 39 Batch 505/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.871 Epoch 39 Batch 506/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.872 Epoch 39 Batch 507/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.910 Epoch 39 Batch 508/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.890 Epoch 39 Batch 509/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.849 Epoch 39 Batch 510/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.830 Epoch 39 Batch 511/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.858 Epoch 39 Batch 512/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.884 Epoch 39 Batch 513/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.892 Epoch 39 Batch 514/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.832 Epoch 39 Batch 515/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.899 Epoch 39 Batch 516/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.868 Epoch 39 Batch 517/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.908 Epoch 39 Batch 518/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.860 Epoch 39 Batch 519/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.952 Epoch 39 Batch 520/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.838 Epoch 39 Batch 521/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.915 Epoch 39 Batch 522/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.909 Epoch 39 Batch 523/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.927 Epoch 39 Batch 524/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.831 Epoch 39 Batch 525/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.883 Epoch 39 Batch 526/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.832 Epoch 39 Batch 527/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.802 Epoch 39 Batch 528/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.898 Epoch 39 Batch 529/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.882 Epoch 39 Batch 530/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.896 Epoch 39 Batch 531/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.887 Epoch 39 Batch 532/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.909 Epoch 39 Batch 533/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.932 Epoch 39 Batch 534/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.899 Epoch 39 Batch 535/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.884 Epoch 39 Batch 536/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.881 Epoch 39 Batch 537/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.879 Epoch 39 Batch 538/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.874 Epoch 39 Batch 539/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.884 Epoch 39 Batch 540/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.912 Epoch 39 Batch 541/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.902 Epoch 39 Batch 542/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.926 Epoch 39 Batch 543/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.869 Epoch 39 Batch 544/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.895 Epoch 39 Batch 545/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.933 Epoch 39 Batch 546/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.940 Epoch 39 Batch 547/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.918 Epoch 39 Batch 548/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.936 Epoch 39 Batch 549/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.896 Epoch 39 Batch 550/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.895 Epoch 39 Batch 551/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.834 Epoch 39 Batch 552/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.881 Epoch 39 Batch 553/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.860 Epoch 39 Batch 554/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.834 Epoch 39 Batch 555/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.893 Epoch 39 Batch 556/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.928 Epoch 39 Batch 557/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.902 Epoch 39 Batch 558/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.873 Epoch 39 Batch 559/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.910 Epoch 39 Batch 560/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.861 Epoch 39 Batch 561/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.875 Epoch 39 Batch 562/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.921 Epoch 39 Batch 563/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.970 Epoch 39 Batch 564/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.231, Loss: 0.908 Epoch 39 Batch 565/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.849 Epoch 39 Batch 566/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.856 Epoch 39 Batch 567/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.865 Epoch 39 Batch 568/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.936 Epoch 39 Batch 569/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.893 Epoch 39 Batch 570/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.926 Epoch 39 Batch 571/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.856 Epoch 39 Batch 572/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.889 Epoch 39 Batch 573/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.935 Epoch 39 Batch 574/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.896 Epoch 39 Batch 575/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.845 Epoch 39 Batch 576/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.898 Epoch 39 Batch 577/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.910 Epoch 39 Batch 578/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.835 Epoch 39 Batch 579/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.929 Epoch 39 Batch 580/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.873 Epoch 39 Batch 581/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.894 Epoch 39 Batch 582/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.832 Epoch 39 Batch 583/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.843 Epoch 39 Batch 584/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.865 Epoch 39 Batch 585/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.954 Epoch 39 Batch 586/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.851 Epoch 39 Batch 587/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.879 Epoch 39 Batch 588/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.904 Epoch 39 Batch 589/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.942 Epoch 39 Batch 590/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.910 Epoch 39 Batch 591/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.232, Loss: 0.887 Epoch 39 Batch 592/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.882 Epoch 39 Batch 593/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.922 Epoch 39 Batch 594/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.898 Epoch 39 Batch 595/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.852 Epoch 39 Batch 596/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.876 Epoch 39 Batch 597/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.854 Epoch 39 Batch 598/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.849 Epoch 39 Batch 599/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.854 Epoch 39 Batch 600/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.914 Epoch 39 Batch 601/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.843 Epoch 39 Batch 602/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.851 Epoch 39 Batch 603/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.882 Epoch 39 Batch 604/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.901 Epoch 39 Batch 605/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.864 Epoch 39 Batch 606/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.859 Epoch 39 Batch 607/1077 - Train Accuracy: 0.240, Validation Accuracy: 0.232, Loss: 0.920 Epoch 39 Batch 608/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.830 Epoch 39 Batch 609/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.884 Epoch 39 Batch 610/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.895 Epoch 39 Batch 611/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.979 Epoch 39 Batch 612/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.895 Epoch 39 Batch 613/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.894 Epoch 39 Batch 614/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.935 Epoch 39 Batch 615/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.873 Epoch 39 Batch 616/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.918 Epoch 39 Batch 617/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.841 Epoch 39 Batch 618/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.897 Epoch 39 Batch 619/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.232, Loss: 0.851 Epoch 39 Batch 620/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.838 Epoch 39 Batch 621/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.884 Epoch 39 Batch 622/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.878 Epoch 39 Batch 623/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.812 Epoch 39 Batch 624/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.231, Loss: 0.958 Epoch 39 Batch 625/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.926 Epoch 39 Batch 626/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.231, Loss: 0.920 Epoch 39 Batch 627/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.816 Epoch 39 Batch 628/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.821 Epoch 39 Batch 629/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.805 Epoch 39 Batch 630/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.937 Epoch 39 Batch 631/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.914 Epoch 39 Batch 632/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.878 Epoch 39 Batch 633/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.805 Epoch 39 Batch 634/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.911 Epoch 39 Batch 635/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.231, Loss: 0.862 Epoch 39 Batch 636/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.835 Epoch 39 Batch 637/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.848 Epoch 39 Batch 638/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.935 Epoch 39 Batch 639/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.881 Epoch 39 Batch 640/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.891 Epoch 39 Batch 641/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.889 Epoch 39 Batch 642/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.928 Epoch 39 Batch 643/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.843 Epoch 39 Batch 644/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.909 Epoch 39 Batch 645/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.863 Epoch 39 Batch 646/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.231, Loss: 0.880 Epoch 39 Batch 647/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.893 Epoch 39 Batch 648/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.846 Epoch 39 Batch 649/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.887 Epoch 39 Batch 650/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.911 Epoch 39 Batch 651/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.230, Loss: 0.944 Epoch 39 Batch 652/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.230, Loss: 0.886 Epoch 39 Batch 653/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.230, Loss: 0.885 Epoch 39 Batch 654/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.914 Epoch 39 Batch 655/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.830 Epoch 39 Batch 656/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.904 Epoch 39 Batch 657/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.917 Epoch 39 Batch 658/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.953 Epoch 39 Batch 659/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.231, Loss: 0.887 Epoch 39 Batch 660/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.892 Epoch 39 Batch 661/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.885 Epoch 39 Batch 662/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.876 Epoch 39 Batch 663/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.812 Epoch 39 Batch 664/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.891 Epoch 39 Batch 665/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.899 Epoch 39 Batch 666/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.231, Loss: 0.876 Epoch 39 Batch 667/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.867 Epoch 39 Batch 668/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.887 Epoch 39 Batch 669/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.231, Loss: 0.861 Epoch 39 Batch 670/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.231, Loss: 0.906 Epoch 39 Batch 671/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.889 Epoch 39 Batch 672/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.867 Epoch 39 Batch 673/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.881 Epoch 39 Batch 674/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.914 Epoch 39 Batch 675/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.920 Epoch 39 Batch 676/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.231, Loss: 0.923 Epoch 39 Batch 677/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.865 Epoch 39 Batch 678/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.843 Epoch 39 Batch 679/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.819 Epoch 39 Batch 680/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.915 Epoch 39 Batch 681/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.879 Epoch 39 Batch 682/1077 - Train Accuracy: 0.142, Validation Accuracy: 0.231, Loss: 0.830 Epoch 39 Batch 683/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.874 Epoch 39 Batch 684/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.920 Epoch 39 Batch 685/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.896 Epoch 39 Batch 686/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.875 Epoch 39 Batch 687/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.846 Epoch 39 Batch 688/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.810 Epoch 39 Batch 689/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.882 Epoch 39 Batch 690/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.863 Epoch 39 Batch 691/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.918 Epoch 39 Batch 692/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.918 Epoch 39 Batch 693/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.899 Epoch 39 Batch 694/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.886 Epoch 39 Batch 695/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.942 Epoch 39 Batch 696/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.903 Epoch 39 Batch 697/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.916 Epoch 39 Batch 698/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.873 Epoch 39 Batch 699/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.231, Loss: 0.872 Epoch 39 Batch 700/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.894 Epoch 39 Batch 701/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.927 Epoch 39 Batch 702/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.866 Epoch 39 Batch 703/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.925 Epoch 39 Batch 704/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.877 Epoch 39 Batch 705/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.888 Epoch 39 Batch 706/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.895 Epoch 39 Batch 707/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.879 Epoch 39 Batch 708/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.888 Epoch 39 Batch 709/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.888 Epoch 39 Batch 710/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.231, Loss: 0.823 Epoch 39 Batch 711/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.936 Epoch 39 Batch 712/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.843 Epoch 39 Batch 713/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.232, Loss: 0.959 Epoch 39 Batch 714/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.232, Loss: 0.884 Epoch 39 Batch 715/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.874 Epoch 39 Batch 716/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.921 Epoch 39 Batch 717/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.231, Loss: 0.917 Epoch 39 Batch 718/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.913 Epoch 39 Batch 719/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.870 Epoch 39 Batch 720/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.898 Epoch 39 Batch 721/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.876 Epoch 39 Batch 722/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.869 Epoch 39 Batch 723/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.902 Epoch 39 Batch 724/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.884 Epoch 39 Batch 725/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.230, Loss: 0.890 Epoch 39 Batch 726/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.838 Epoch 39 Batch 727/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.882 Epoch 39 Batch 728/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.959 Epoch 39 Batch 729/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.909 Epoch 39 Batch 730/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.908 Epoch 39 Batch 731/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.232, Loss: 0.895 Epoch 39 Batch 732/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.870 Epoch 39 Batch 733/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.875 Epoch 39 Batch 734/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.877 Epoch 39 Batch 735/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.881 Epoch 39 Batch 736/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.828 Epoch 39 Batch 737/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.876 Epoch 39 Batch 738/1077 - Train Accuracy: 0.290, Validation Accuracy: 0.232, Loss: 0.866 Epoch 39 Batch 739/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.855 Epoch 39 Batch 740/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.823 Epoch 39 Batch 741/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.920 Epoch 39 Batch 742/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.835 Epoch 39 Batch 743/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.896 Epoch 39 Batch 744/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.850 Epoch 39 Batch 745/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.970 Epoch 39 Batch 746/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.945 Epoch 39 Batch 747/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.967 Epoch 39 Batch 748/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.936 Epoch 39 Batch 749/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.921 Epoch 39 Batch 750/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.902 Epoch 39 Batch 751/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.887 Epoch 39 Batch 752/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.892 Epoch 39 Batch 753/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.907 Epoch 39 Batch 754/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.919 Epoch 39 Batch 755/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.904 Epoch 39 Batch 756/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.864 Epoch 39 Batch 757/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.955 Epoch 39 Batch 758/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.889 Epoch 39 Batch 759/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.819 Epoch 39 Batch 760/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.891 Epoch 39 Batch 761/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.922 Epoch 39 Batch 762/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.832 Epoch 39 Batch 763/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.839 Epoch 39 Batch 764/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.891 Epoch 39 Batch 765/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.860 Epoch 39 Batch 766/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.829 Epoch 39 Batch 767/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.929 Epoch 39 Batch 768/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.902 Epoch 39 Batch 769/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.849 Epoch 39 Batch 770/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.891 Epoch 39 Batch 771/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.869 Epoch 39 Batch 772/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.889 Epoch 39 Batch 773/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.915 Epoch 39 Batch 774/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.862 Epoch 39 Batch 775/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.867 Epoch 39 Batch 776/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.849 Epoch 39 Batch 777/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.876 Epoch 39 Batch 778/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.881 Epoch 39 Batch 779/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.875 Epoch 39 Batch 780/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.959 Epoch 39 Batch 781/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.910 Epoch 39 Batch 782/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.875 Epoch 39 Batch 783/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.934 Epoch 39 Batch 784/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.905 Epoch 39 Batch 785/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.903 Epoch 39 Batch 786/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.871 Epoch 39 Batch 787/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.881 Epoch 39 Batch 788/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.967 Epoch 39 Batch 789/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.873 Epoch 39 Batch 790/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.894 Epoch 39 Batch 791/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.921 Epoch 39 Batch 792/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.904 Epoch 39 Batch 793/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.882 Epoch 39 Batch 794/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.875 Epoch 39 Batch 795/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.906 Epoch 39 Batch 796/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.879 Epoch 39 Batch 797/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.863 Epoch 39 Batch 798/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.917 Epoch 39 Batch 799/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.873 Epoch 39 Batch 800/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.796 Epoch 39 Batch 801/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.870 Epoch 39 Batch 802/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.911 Epoch 39 Batch 803/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.889 Epoch 39 Batch 804/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.811 Epoch 39 Batch 805/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.885 Epoch 39 Batch 806/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.943 Epoch 39 Batch 807/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.816 Epoch 39 Batch 808/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 1.013 Epoch 39 Batch 809/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.848 Epoch 39 Batch 810/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.899 Epoch 39 Batch 811/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.853 Epoch 39 Batch 812/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.856 Epoch 39 Batch 813/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.859 Epoch 39 Batch 814/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.869 Epoch 39 Batch 815/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.924 Epoch 39 Batch 816/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.881 Epoch 39 Batch 817/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.876 Epoch 39 Batch 818/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.869 Epoch 39 Batch 819/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.881 Epoch 39 Batch 820/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.877 Epoch 39 Batch 821/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.933 Epoch 39 Batch 822/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.814 Epoch 39 Batch 823/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.887 Epoch 39 Batch 824/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.884 Epoch 39 Batch 825/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.877 Epoch 39 Batch 826/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.877 Epoch 39 Batch 827/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.923 Epoch 39 Batch 828/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.926 Epoch 39 Batch 829/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.883 Epoch 39 Batch 830/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.912 Epoch 39 Batch 831/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.233, Loss: 0.860 Epoch 39 Batch 832/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.877 Epoch 39 Batch 833/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.894 Epoch 39 Batch 834/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.232, Loss: 0.867 Epoch 39 Batch 835/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.874 Epoch 39 Batch 836/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.817 Epoch 39 Batch 837/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.907 Epoch 39 Batch 838/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.874 Epoch 39 Batch 839/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.858 Epoch 39 Batch 840/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.910 Epoch 39 Batch 841/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.863 Epoch 39 Batch 842/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.914 Epoch 39 Batch 843/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.867 Epoch 39 Batch 844/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.878 Epoch 39 Batch 845/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.929 Epoch 39 Batch 846/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.891 Epoch 39 Batch 847/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.913 Epoch 39 Batch 848/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.818 Epoch 39 Batch 849/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.827 Epoch 39 Batch 850/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.912 Epoch 39 Batch 851/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.847 Epoch 39 Batch 852/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.976 Epoch 39 Batch 853/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.889 Epoch 39 Batch 854/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.932 Epoch 39 Batch 855/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.919 Epoch 39 Batch 856/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.906 Epoch 39 Batch 857/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.921 Epoch 39 Batch 858/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.845 Epoch 39 Batch 859/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.875 Epoch 39 Batch 860/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.829 Epoch 39 Batch 861/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.892 Epoch 39 Batch 862/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.891 Epoch 39 Batch 863/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.876 Epoch 39 Batch 864/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.905 Epoch 39 Batch 865/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.233, Loss: 0.922 Epoch 39 Batch 866/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.907 Epoch 39 Batch 867/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.922 Epoch 39 Batch 868/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.890 Epoch 39 Batch 869/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.915 Epoch 39 Batch 870/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.879 Epoch 39 Batch 871/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.927 Epoch 39 Batch 872/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.876 Epoch 39 Batch 873/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.946 Epoch 39 Batch 874/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.916 Epoch 39 Batch 875/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.858 Epoch 39 Batch 876/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.883 Epoch 39 Batch 877/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.824 Epoch 39 Batch 878/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.830 Epoch 39 Batch 879/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.904 Epoch 39 Batch 880/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.799 Epoch 39 Batch 881/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.870 Epoch 39 Batch 882/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.824 Epoch 39 Batch 883/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.889 Epoch 39 Batch 884/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.913 Epoch 39 Batch 885/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.232, Loss: 0.823 Epoch 39 Batch 886/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.920 Epoch 39 Batch 887/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.861 Epoch 39 Batch 888/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.926 Epoch 39 Batch 889/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.915 Epoch 39 Batch 890/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.870 Epoch 39 Batch 891/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.892 Epoch 39 Batch 892/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.871 Epoch 39 Batch 893/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.885 Epoch 39 Batch 894/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.884 Epoch 39 Batch 895/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.828 Epoch 39 Batch 896/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.894 Epoch 39 Batch 897/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.830 Epoch 39 Batch 898/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.915 Epoch 39 Batch 899/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.861 Epoch 39 Batch 900/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.904 Epoch 39 Batch 901/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.896 Epoch 39 Batch 902/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.861 Epoch 39 Batch 903/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.894 Epoch 39 Batch 904/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.831 Epoch 39 Batch 905/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.818 Epoch 39 Batch 906/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.935 Epoch 39 Batch 907/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.852 Epoch 39 Batch 908/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.872 Epoch 39 Batch 909/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.907 Epoch 39 Batch 910/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.874 Epoch 39 Batch 911/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.232, Loss: 0.883 Epoch 39 Batch 912/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.953 Epoch 39 Batch 913/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.902 Epoch 39 Batch 914/1077 - Train Accuracy: 0.299, Validation Accuracy: 0.233, Loss: 0.894 Epoch 39 Batch 915/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.941 Epoch 39 Batch 916/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.832 Epoch 39 Batch 917/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.897 Epoch 39 Batch 918/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.870 Epoch 39 Batch 919/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.233, Loss: 0.874 Epoch 39 Batch 920/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.908 Epoch 39 Batch 921/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.880 Epoch 39 Batch 922/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.885 Epoch 39 Batch 923/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 0.906 Epoch 39 Batch 924/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.233, Loss: 0.877 Epoch 39 Batch 925/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.957 Epoch 39 Batch 926/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.913 Epoch 39 Batch 927/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.233, Loss: 0.918 Epoch 39 Batch 928/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.836 Epoch 39 Batch 929/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.957 Epoch 39 Batch 930/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.934 Epoch 39 Batch 931/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.896 Epoch 39 Batch 932/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.868 Epoch 39 Batch 933/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.870 Epoch 39 Batch 934/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.878 Epoch 39 Batch 935/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.891 Epoch 39 Batch 936/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.927 Epoch 39 Batch 937/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.905 Epoch 39 Batch 938/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.849 Epoch 39 Batch 939/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.919 Epoch 39 Batch 940/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.890 Epoch 39 Batch 941/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.950 Epoch 39 Batch 942/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.907 Epoch 39 Batch 943/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.934 Epoch 39 Batch 944/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.870 Epoch 39 Batch 945/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.804 Epoch 39 Batch 946/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.855 Epoch 39 Batch 947/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.797 Epoch 39 Batch 948/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.868 Epoch 39 Batch 949/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.803 Epoch 39 Batch 950/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.861 Epoch 39 Batch 951/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.891 Epoch 39 Batch 952/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.888 Epoch 39 Batch 953/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.841 Epoch 39 Batch 954/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.851 Epoch 39 Batch 955/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.845 Epoch 39 Batch 956/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.900 Epoch 39 Batch 957/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.911 Epoch 39 Batch 958/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.860 Epoch 39 Batch 959/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.856 Epoch 39 Batch 960/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.876 Epoch 39 Batch 961/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.924 Epoch 39 Batch 962/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.852 Epoch 39 Batch 963/1077 - Train Accuracy: 0.074, Validation Accuracy: 0.232, Loss: 0.926 Epoch 39 Batch 964/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.858 Epoch 39 Batch 965/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.232, Loss: 0.876 Epoch 39 Batch 966/1077 - Train Accuracy: 0.265, Validation Accuracy: 0.232, Loss: 0.907 Epoch 39 Batch 967/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.884 Epoch 39 Batch 968/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.917 Epoch 39 Batch 969/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.849 Epoch 39 Batch 970/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.894 Epoch 39 Batch 971/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.895 Epoch 39 Batch 972/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.853 Epoch 39 Batch 973/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.841 Epoch 39 Batch 974/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.949 Epoch 39 Batch 975/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.886 Epoch 39 Batch 976/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.906 Epoch 39 Batch 977/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.884 Epoch 39 Batch 978/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.894 Epoch 39 Batch 979/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.232, Loss: 0.815 Epoch 39 Batch 980/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.927 Epoch 39 Batch 981/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.917 Epoch 39 Batch 982/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.882 Epoch 39 Batch 983/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.841 Epoch 39 Batch 984/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.920 Epoch 39 Batch 985/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.832 Epoch 39 Batch 986/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.820 Epoch 39 Batch 987/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.908 Epoch 39 Batch 988/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.232, Loss: 0.921 Epoch 39 Batch 989/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.842 Epoch 39 Batch 990/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.855 Epoch 39 Batch 991/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.232, Loss: 0.878 Epoch 39 Batch 992/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.876 Epoch 39 Batch 993/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.868 Epoch 39 Batch 994/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.890 Epoch 39 Batch 995/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.879 Epoch 39 Batch 996/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.853 Epoch 39 Batch 997/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.900 Epoch 39 Batch 998/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.806 Epoch 39 Batch 999/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.913 Epoch 39 Batch 1000/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.899 Epoch 39 Batch 1001/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.232, Loss: 0.809 Epoch 39 Batch 1002/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.232, Loss: 0.910 Epoch 39 Batch 1003/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.850 Epoch 39 Batch 1004/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.872 Epoch 39 Batch 1005/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.839 Epoch 39 Batch 1006/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.894 Epoch 39 Batch 1007/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.903 Epoch 39 Batch 1008/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.853 Epoch 39 Batch 1009/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.868 Epoch 39 Batch 1010/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.907 Epoch 39 Batch 1011/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.906 Epoch 39 Batch 1012/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.232, Loss: 0.884 Epoch 39 Batch 1013/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.883 Epoch 39 Batch 1014/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.836 Epoch 39 Batch 1015/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.950 Epoch 39 Batch 1016/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.920 Epoch 39 Batch 1017/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.232, Loss: 0.850 Epoch 39 Batch 1018/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.878 Epoch 39 Batch 1019/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.824 Epoch 39 Batch 1020/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.914 Epoch 39 Batch 1021/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.894 Epoch 39 Batch 1022/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.891 Epoch 39 Batch 1023/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.232, Loss: 0.882 Epoch 39 Batch 1024/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.867 Epoch 39 Batch 1025/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.884 Epoch 39 Batch 1026/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.900 Epoch 39 Batch 1027/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.858 Epoch 39 Batch 1028/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.921 Epoch 39 Batch 1029/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.865 Epoch 39 Batch 1030/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.911 Epoch 39 Batch 1031/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.904 Epoch 39 Batch 1032/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.881 Epoch 39 Batch 1033/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.892 Epoch 39 Batch 1034/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.937 Epoch 39 Batch 1035/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.852 Epoch 39 Batch 1036/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.850 Epoch 39 Batch 1037/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.862 Epoch 39 Batch 1038/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.849 Epoch 39 Batch 1039/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.818 Epoch 39 Batch 1040/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.842 Epoch 39 Batch 1041/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.877 Epoch 39 Batch 1042/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.836 Epoch 39 Batch 1043/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.232, Loss: 0.923 Epoch 39 Batch 1044/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.881 Epoch 39 Batch 1045/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.916 Epoch 39 Batch 1046/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.891 Epoch 39 Batch 1047/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.951 Epoch 39 Batch 1048/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.890 Epoch 39 Batch 1049/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.906 Epoch 39 Batch 1050/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.841 Epoch 39 Batch 1051/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.887 Epoch 39 Batch 1052/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.887 Epoch 39 Batch 1053/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.899 Epoch 39 Batch 1054/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.898 Epoch 39 Batch 1055/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.837 Epoch 39 Batch 1056/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.889 Epoch 39 Batch 1057/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.877 Epoch 39 Batch 1058/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.905 Epoch 39 Batch 1059/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.920 Epoch 39 Batch 1060/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.900 Epoch 39 Batch 1061/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.950 Epoch 39 Batch 1062/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.923 Epoch 39 Batch 1063/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.898 Epoch 39 Batch 1064/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.890 Epoch 39 Batch 1065/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.945 Epoch 39 Batch 1066/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.921 Epoch 39 Batch 1067/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.864 Epoch 39 Batch 1068/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.847 Epoch 39 Batch 1069/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.837 Epoch 39 Batch 1070/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.833 Epoch 39 Batch 1071/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.884 Epoch 39 Batch 1072/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.844 Epoch 39 Batch 1073/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.891 Epoch 39 Batch 1074/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.854 Epoch 39 Batch 1075/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.859 Epoch 40 Batch 0/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.834 Epoch 40 Batch 1/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.867 Epoch 40 Batch 2/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 0.890 Epoch 40 Batch 3/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.864 Epoch 40 Batch 4/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.847 Epoch 40 Batch 5/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.921 Epoch 40 Batch 6/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.872 Epoch 40 Batch 7/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.234, Loss: 0.880 Epoch 40 Batch 8/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.862 Epoch 40 Batch 9/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.850 Epoch 40 Batch 10/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.874 Epoch 40 Batch 11/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.915 Epoch 40 Batch 12/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.867 Epoch 40 Batch 13/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.906 Epoch 40 Batch 14/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.845 Epoch 40 Batch 15/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.900 Epoch 40 Batch 16/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.876 Epoch 40 Batch 17/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.919 Epoch 40 Batch 18/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.916 Epoch 40 Batch 19/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.833 Epoch 40 Batch 20/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.903 Epoch 40 Batch 21/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.845 Epoch 40 Batch 22/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.880 Epoch 40 Batch 23/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.928 Epoch 40 Batch 24/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.890 Epoch 40 Batch 25/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.871 Epoch 40 Batch 26/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.854 Epoch 40 Batch 27/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.870 Epoch 40 Batch 28/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.882 Epoch 40 Batch 29/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.914 Epoch 40 Batch 30/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.857 Epoch 40 Batch 31/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.797 Epoch 40 Batch 32/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.952 Epoch 40 Batch 33/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.897 Epoch 40 Batch 34/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.877 Epoch 40 Batch 35/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.886 Epoch 40 Batch 36/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.936 Epoch 40 Batch 37/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.955 Epoch 40 Batch 38/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.233, Loss: 0.837 Epoch 40 Batch 39/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.949 Epoch 40 Batch 40/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.926 Epoch 40 Batch 41/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.873 Epoch 40 Batch 42/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.877 Epoch 40 Batch 43/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.870 Epoch 40 Batch 44/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.906 Epoch 40 Batch 45/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.883 Epoch 40 Batch 46/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.895 Epoch 40 Batch 47/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.878 Epoch 40 Batch 48/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.933 Epoch 40 Batch 49/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.233, Loss: 0.915 Epoch 40 Batch 50/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.893 Epoch 40 Batch 51/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.890 Epoch 40 Batch 52/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.931 Epoch 40 Batch 53/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.233, Loss: 0.948 Epoch 40 Batch 54/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.877 Epoch 40 Batch 55/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.891 Epoch 40 Batch 56/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.914 Epoch 40 Batch 57/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.233, Loss: 0.882 Epoch 40 Batch 58/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.880 Epoch 40 Batch 59/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.854 Epoch 40 Batch 60/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.856 Epoch 40 Batch 61/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.836 Epoch 40 Batch 62/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.905 Epoch 40 Batch 63/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.900 Epoch 40 Batch 64/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.916 Epoch 40 Batch 65/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.870 Epoch 40 Batch 66/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.233, Loss: 0.841 Epoch 40 Batch 67/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.880 Epoch 40 Batch 68/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.880 Epoch 40 Batch 69/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.916 Epoch 40 Batch 70/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.854 Epoch 40 Batch 71/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.828 Epoch 40 Batch 72/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.856 Epoch 40 Batch 73/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.862 Epoch 40 Batch 74/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.876 Epoch 40 Batch 75/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.860 Epoch 40 Batch 76/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.885 Epoch 40 Batch 77/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.900 Epoch 40 Batch 78/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.900 Epoch 40 Batch 79/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.827 Epoch 40 Batch 80/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.905 Epoch 40 Batch 81/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.232, Loss: 0.836 Epoch 40 Batch 82/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.232, Loss: 0.869 Epoch 40 Batch 83/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.896 Epoch 40 Batch 84/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.867 Epoch 40 Batch 85/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.886 Epoch 40 Batch 86/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.896 Epoch 40 Batch 87/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.870 Epoch 40 Batch 88/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.948 Epoch 40 Batch 89/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.881 Epoch 40 Batch 90/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.813 Epoch 40 Batch 91/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.836 Epoch 40 Batch 92/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.805 Epoch 40 Batch 93/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.962 Epoch 40 Batch 94/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.905 Epoch 40 Batch 95/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.938 Epoch 40 Batch 96/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.873 Epoch 40 Batch 97/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.866 Epoch 40 Batch 98/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.835 Epoch 40 Batch 99/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.909 Epoch 40 Batch 100/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.878 Epoch 40 Batch 101/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.844 Epoch 40 Batch 102/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.917 Epoch 40 Batch 103/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.921 Epoch 40 Batch 104/1077 - Train Accuracy: 0.103, Validation Accuracy: 0.232, Loss: 0.931 Epoch 40 Batch 105/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.834 Epoch 40 Batch 106/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.232, Loss: 0.888 Epoch 40 Batch 107/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.864 Epoch 40 Batch 108/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.232, Loss: 0.845 Epoch 40 Batch 109/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.879 Epoch 40 Batch 110/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.232, Loss: 0.925 Epoch 40 Batch 111/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.864 Epoch 40 Batch 112/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.891 Epoch 40 Batch 113/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.883 Epoch 40 Batch 114/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.894 Epoch 40 Batch 115/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.876 Epoch 40 Batch 116/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.921 Epoch 40 Batch 117/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.856 Epoch 40 Batch 118/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.855 Epoch 40 Batch 119/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.844 Epoch 40 Batch 120/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.879 Epoch 40 Batch 121/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.919 Epoch 40 Batch 122/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.895 Epoch 40 Batch 123/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.848 Epoch 40 Batch 124/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.923 Epoch 40 Batch 125/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.904 Epoch 40 Batch 126/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.873 Epoch 40 Batch 127/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.860 Epoch 40 Batch 128/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.920 Epoch 40 Batch 129/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.931 Epoch 40 Batch 130/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.912 Epoch 40 Batch 131/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.932 Epoch 40 Batch 132/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.910 Epoch 40 Batch 133/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.941 Epoch 40 Batch 134/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.865 Epoch 40 Batch 135/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.936 Epoch 40 Batch 136/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.878 Epoch 40 Batch 137/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.881 Epoch 40 Batch 138/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.912 Epoch 40 Batch 139/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.884 Epoch 40 Batch 140/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.234, Loss: 0.935 Epoch 40 Batch 141/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.856 Epoch 40 Batch 142/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.896 Epoch 40 Batch 143/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.892 Epoch 40 Batch 144/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.943 Epoch 40 Batch 145/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.827 Epoch 40 Batch 146/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.924 Epoch 40 Batch 147/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.876 Epoch 40 Batch 148/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.860 Epoch 40 Batch 149/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.943 Epoch 40 Batch 150/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.893 Epoch 40 Batch 151/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.814 Epoch 40 Batch 152/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.884 Epoch 40 Batch 153/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.865 Epoch 40 Batch 154/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.942 Epoch 40 Batch 155/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.791 Epoch 40 Batch 156/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.915 Epoch 40 Batch 157/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.913 Epoch 40 Batch 158/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.927 Epoch 40 Batch 159/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.890 Epoch 40 Batch 160/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.847 Epoch 40 Batch 161/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.966 Epoch 40 Batch 162/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.867 Epoch 40 Batch 163/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.864 Epoch 40 Batch 164/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.893 Epoch 40 Batch 165/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.860 Epoch 40 Batch 166/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.884 Epoch 40 Batch 167/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.914 Epoch 40 Batch 168/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.234, Loss: 0.865 Epoch 40 Batch 169/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.867 Epoch 40 Batch 170/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.830 Epoch 40 Batch 171/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.233, Loss: 0.913 Epoch 40 Batch 172/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.855 Epoch 40 Batch 173/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.914 Epoch 40 Batch 174/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.920 Epoch 40 Batch 175/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.913 Epoch 40 Batch 176/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.933 Epoch 40 Batch 177/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.832 Epoch 40 Batch 178/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.920 Epoch 40 Batch 179/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.232, Loss: 0.856 Epoch 40 Batch 180/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.856 Epoch 40 Batch 181/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.944 Epoch 40 Batch 182/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.874 Epoch 40 Batch 183/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.848 Epoch 40 Batch 184/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.921 Epoch 40 Batch 185/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.893 Epoch 40 Batch 186/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.936 Epoch 40 Batch 187/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.892 Epoch 40 Batch 188/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.865 Epoch 40 Batch 189/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.861 Epoch 40 Batch 190/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.909 Epoch 40 Batch 191/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.232, Loss: 0.862 Epoch 40 Batch 192/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.972 Epoch 40 Batch 193/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.902 Epoch 40 Batch 194/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.863 Epoch 40 Batch 195/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.914 Epoch 40 Batch 196/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.854 Epoch 40 Batch 197/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.913 Epoch 40 Batch 198/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.890 Epoch 40 Batch 199/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.929 Epoch 40 Batch 200/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.892 Epoch 40 Batch 201/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.894 Epoch 40 Batch 202/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.900 Epoch 40 Batch 203/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.810 Epoch 40 Batch 204/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.905 Epoch 40 Batch 205/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.905 Epoch 40 Batch 206/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.874 Epoch 40 Batch 207/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.878 Epoch 40 Batch 208/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.857 Epoch 40 Batch 209/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.889 Epoch 40 Batch 210/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.232, Loss: 0.935 Epoch 40 Batch 211/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.826 Epoch 40 Batch 212/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.827 Epoch 40 Batch 213/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.885 Epoch 40 Batch 214/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.857 Epoch 40 Batch 215/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.882 Epoch 40 Batch 216/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.916 Epoch 40 Batch 217/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.827 Epoch 40 Batch 218/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.899 Epoch 40 Batch 219/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.804 Epoch 40 Batch 220/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.926 Epoch 40 Batch 221/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.919 Epoch 40 Batch 222/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.892 Epoch 40 Batch 223/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.882 Epoch 40 Batch 224/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.865 Epoch 40 Batch 225/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.903 Epoch 40 Batch 226/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.861 Epoch 40 Batch 227/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.837 Epoch 40 Batch 228/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.880 Epoch 40 Batch 229/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.830 Epoch 40 Batch 230/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.880 Epoch 40 Batch 231/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.901 Epoch 40 Batch 232/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.862 Epoch 40 Batch 233/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.903 Epoch 40 Batch 234/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.232, Loss: 0.905 Epoch 40 Batch 235/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.904 Epoch 40 Batch 236/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.910 Epoch 40 Batch 237/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.881 Epoch 40 Batch 238/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.892 Epoch 40 Batch 239/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.857 Epoch 40 Batch 240/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.831 Epoch 40 Batch 241/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.868 Epoch 40 Batch 242/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.873 Epoch 40 Batch 243/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.909 Epoch 40 Batch 244/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.232, Loss: 0.842 Epoch 40 Batch 245/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.899 Epoch 40 Batch 246/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.918 Epoch 40 Batch 247/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.842 Epoch 40 Batch 248/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.869 Epoch 40 Batch 249/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.929 Epoch 40 Batch 250/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.802 Epoch 40 Batch 251/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.858 Epoch 40 Batch 252/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.914 Epoch 40 Batch 253/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.943 Epoch 40 Batch 254/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.889 Epoch 40 Batch 255/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.920 Epoch 40 Batch 256/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 1.032 Epoch 40 Batch 257/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.865 Epoch 40 Batch 258/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.909 Epoch 40 Batch 259/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.901 Epoch 40 Batch 260/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.869 Epoch 40 Batch 261/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.233, Loss: 0.890 Epoch 40 Batch 262/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.910 Epoch 40 Batch 263/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.901 Epoch 40 Batch 264/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.875 Epoch 40 Batch 265/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.872 Epoch 40 Batch 266/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.949 Epoch 40 Batch 267/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.233, Loss: 0.867 Epoch 40 Batch 268/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.926 Epoch 40 Batch 269/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.865 Epoch 40 Batch 270/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.842 Epoch 40 Batch 271/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.828 Epoch 40 Batch 272/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.901 Epoch 40 Batch 273/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.869 Epoch 40 Batch 274/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.880 Epoch 40 Batch 275/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.879 Epoch 40 Batch 276/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.920 Epoch 40 Batch 277/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.871 Epoch 40 Batch 278/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.892 Epoch 40 Batch 279/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.843 Epoch 40 Batch 280/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.891 Epoch 40 Batch 281/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.939 Epoch 40 Batch 282/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.831 Epoch 40 Batch 283/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.829 Epoch 40 Batch 284/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.882 Epoch 40 Batch 285/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.921 Epoch 40 Batch 286/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.868 Epoch 40 Batch 287/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.873 Epoch 40 Batch 288/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.890 Epoch 40 Batch 289/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.915 Epoch 40 Batch 290/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.907 Epoch 40 Batch 291/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.936 Epoch 40 Batch 292/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.884 Epoch 40 Batch 293/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.877 Epoch 40 Batch 294/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.233, Loss: 0.857 Epoch 40 Batch 295/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.838 Epoch 40 Batch 296/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.930 Epoch 40 Batch 297/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.889 Epoch 40 Batch 298/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.865 Epoch 40 Batch 299/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.832 Epoch 40 Batch 300/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.843 Epoch 40 Batch 301/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.882 Epoch 40 Batch 302/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.857 Epoch 40 Batch 303/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.903 Epoch 40 Batch 304/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.911 Epoch 40 Batch 305/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.884 Epoch 40 Batch 306/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.921 Epoch 40 Batch 307/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.860 Epoch 40 Batch 308/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.916 Epoch 40 Batch 309/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.903 Epoch 40 Batch 310/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.857 Epoch 40 Batch 311/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.233, Loss: 0.875 Epoch 40 Batch 312/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.919 Epoch 40 Batch 313/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.860 Epoch 40 Batch 314/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.883 Epoch 40 Batch 315/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.891 Epoch 40 Batch 316/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.891 Epoch 40 Batch 317/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.897 Epoch 40 Batch 318/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.911 Epoch 40 Batch 319/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.850 Epoch 40 Batch 320/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.955 Epoch 40 Batch 321/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.896 Epoch 40 Batch 322/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.233, Loss: 0.861 Epoch 40 Batch 323/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.871 Epoch 40 Batch 324/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.866 Epoch 40 Batch 325/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.807 Epoch 40 Batch 326/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.895 Epoch 40 Batch 327/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.849 Epoch 40 Batch 328/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.828 Epoch 40 Batch 329/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.943 Epoch 40 Batch 330/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.892 Epoch 40 Batch 331/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.857 Epoch 40 Batch 332/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.879 Epoch 40 Batch 333/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.840 Epoch 40 Batch 334/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.820 Epoch 40 Batch 335/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.866 Epoch 40 Batch 336/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.892 Epoch 40 Batch 337/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.872 Epoch 40 Batch 338/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.920 Epoch 40 Batch 339/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.919 Epoch 40 Batch 340/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.905 Epoch 40 Batch 341/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.889 Epoch 40 Batch 342/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.882 Epoch 40 Batch 343/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.887 Epoch 40 Batch 344/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.880 Epoch 40 Batch 345/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.865 Epoch 40 Batch 346/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.855 Epoch 40 Batch 347/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.875 Epoch 40 Batch 348/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.918 Epoch 40 Batch 349/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.901 Epoch 40 Batch 350/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.906 Epoch 40 Batch 351/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.859 Epoch 40 Batch 352/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.897 Epoch 40 Batch 353/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.898 Epoch 40 Batch 354/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.886 Epoch 40 Batch 355/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.900 Epoch 40 Batch 356/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.900 Epoch 40 Batch 357/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.931 Epoch 40 Batch 358/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.906 Epoch 40 Batch 359/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.881 Epoch 40 Batch 360/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.863 Epoch 40 Batch 361/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.882 Epoch 40 Batch 362/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.791 Epoch 40 Batch 363/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.974 Epoch 40 Batch 364/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.874 Epoch 40 Batch 365/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.866 Epoch 40 Batch 366/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.884 Epoch 40 Batch 367/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.822 Epoch 40 Batch 368/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.856 Epoch 40 Batch 369/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.932 Epoch 40 Batch 370/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.871 Epoch 40 Batch 371/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.904 Epoch 40 Batch 372/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.882 Epoch 40 Batch 373/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.849 Epoch 40 Batch 374/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.854 Epoch 40 Batch 375/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.233, Loss: 0.840 Epoch 40 Batch 376/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.233, Loss: 0.913 Epoch 40 Batch 377/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.857 Epoch 40 Batch 378/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 1.002 Epoch 40 Batch 379/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.878 Epoch 40 Batch 380/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.894 Epoch 40 Batch 381/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.871 Epoch 40 Batch 382/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.909 Epoch 40 Batch 383/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.888 Epoch 40 Batch 384/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.885 Epoch 40 Batch 385/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.891 Epoch 40 Batch 386/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.879 Epoch 40 Batch 387/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.880 Epoch 40 Batch 388/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.232, Loss: 0.855 Epoch 40 Batch 389/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.858 Epoch 40 Batch 390/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.885 Epoch 40 Batch 391/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.905 Epoch 40 Batch 392/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.920 Epoch 40 Batch 393/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.863 Epoch 40 Batch 394/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.901 Epoch 40 Batch 395/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.939 Epoch 40 Batch 396/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.863 Epoch 40 Batch 397/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.923 Epoch 40 Batch 398/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.865 Epoch 40 Batch 399/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.878 Epoch 40 Batch 400/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.860 Epoch 40 Batch 401/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.876 Epoch 40 Batch 402/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.887 Epoch 40 Batch 403/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.859 Epoch 40 Batch 404/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.887 Epoch 40 Batch 405/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.811 Epoch 40 Batch 406/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.232, Loss: 0.827 Epoch 40 Batch 407/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.935 Epoch 40 Batch 408/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.848 Epoch 40 Batch 409/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.900 Epoch 40 Batch 410/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.232, Loss: 0.840 Epoch 40 Batch 411/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.891 Epoch 40 Batch 412/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.897 Epoch 40 Batch 413/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.877 Epoch 40 Batch 414/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.874 Epoch 40 Batch 415/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.887 Epoch 40 Batch 416/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.918 Epoch 40 Batch 417/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.896 Epoch 40 Batch 418/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.954 Epoch 40 Batch 419/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.869 Epoch 40 Batch 420/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.811 Epoch 40 Batch 421/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.915 Epoch 40 Batch 422/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.894 Epoch 40 Batch 423/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.898 Epoch 40 Batch 424/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.819 Epoch 40 Batch 425/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.876 Epoch 40 Batch 426/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.910 Epoch 40 Batch 427/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.931 Epoch 40 Batch 428/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.232, Loss: 0.867 Epoch 40 Batch 429/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.874 Epoch 40 Batch 430/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.919 Epoch 40 Batch 431/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.879 Epoch 40 Batch 432/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.892 Epoch 40 Batch 433/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.881 Epoch 40 Batch 434/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.873 Epoch 40 Batch 435/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.890 Epoch 40 Batch 436/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.829 Epoch 40 Batch 437/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.890 Epoch 40 Batch 438/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.875 Epoch 40 Batch 439/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.868 Epoch 40 Batch 440/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.889 Epoch 40 Batch 441/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.929 Epoch 40 Batch 442/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.823 Epoch 40 Batch 443/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.854 Epoch 40 Batch 444/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.920 Epoch 40 Batch 445/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.864 Epoch 40 Batch 446/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.884 Epoch 40 Batch 447/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.834 Epoch 40 Batch 448/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.875 Epoch 40 Batch 449/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.888 Epoch 40 Batch 450/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.812 Epoch 40 Batch 451/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.859 Epoch 40 Batch 452/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.885 Epoch 40 Batch 453/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.918 Epoch 40 Batch 454/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.931 Epoch 40 Batch 455/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.232, Loss: 0.845 Epoch 40 Batch 456/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.863 Epoch 40 Batch 457/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.893 Epoch 40 Batch 458/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.232, Loss: 0.882 Epoch 40 Batch 459/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.932 Epoch 40 Batch 460/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.864 Epoch 40 Batch 461/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.841 Epoch 40 Batch 462/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.822 Epoch 40 Batch 463/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.912 Epoch 40 Batch 464/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.232, Loss: 0.866 Epoch 40 Batch 465/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.889 Epoch 40 Batch 466/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.812 Epoch 40 Batch 467/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.892 Epoch 40 Batch 468/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.827 Epoch 40 Batch 469/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.881 Epoch 40 Batch 470/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.894 Epoch 40 Batch 471/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.838 Epoch 40 Batch 472/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.872 Epoch 40 Batch 473/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.905 Epoch 40 Batch 474/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.884 Epoch 40 Batch 475/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.845 Epoch 40 Batch 476/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.232, Loss: 0.923 Epoch 40 Batch 477/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.232, Loss: 0.896 Epoch 40 Batch 478/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.894 Epoch 40 Batch 479/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.921 Epoch 40 Batch 480/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.885 Epoch 40 Batch 481/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.927 Epoch 40 Batch 482/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.898 Epoch 40 Batch 483/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.891 Epoch 40 Batch 484/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.900 Epoch 40 Batch 485/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.821 Epoch 40 Batch 486/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.822 Epoch 40 Batch 487/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.865 Epoch 40 Batch 488/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.875 Epoch 40 Batch 489/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.927 Epoch 40 Batch 490/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.908 Epoch 40 Batch 491/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.915 Epoch 40 Batch 492/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.934 Epoch 40 Batch 493/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.871 Epoch 40 Batch 494/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.852 Epoch 40 Batch 495/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.868 Epoch 40 Batch 496/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.864 Epoch 40 Batch 497/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.957 Epoch 40 Batch 498/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.882 Epoch 40 Batch 499/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.837 Epoch 40 Batch 500/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.902 Epoch 40 Batch 501/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.940 Epoch 40 Batch 502/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.848 Epoch 40 Batch 503/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.926 Epoch 40 Batch 504/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.914 Epoch 40 Batch 505/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.900 Epoch 40 Batch 506/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.849 Epoch 40 Batch 507/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.231, Loss: 0.847 Epoch 40 Batch 508/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.942 Epoch 40 Batch 509/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.915 Epoch 40 Batch 510/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.884 Epoch 40 Batch 511/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.900 Epoch 40 Batch 512/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.832 Epoch 40 Batch 513/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.906 Epoch 40 Batch 514/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.908 Epoch 40 Batch 515/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.845 Epoch 40 Batch 516/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.842 Epoch 40 Batch 517/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.887 Epoch 40 Batch 518/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.929 Epoch 40 Batch 519/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.906 Epoch 40 Batch 520/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.871 Epoch 40 Batch 521/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.862 Epoch 40 Batch 522/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.915 Epoch 40 Batch 523/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.918 Epoch 40 Batch 524/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.902 Epoch 40 Batch 525/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.924 Epoch 40 Batch 526/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.906 Epoch 40 Batch 527/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.868 Epoch 40 Batch 528/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.930 Epoch 40 Batch 529/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.806 Epoch 40 Batch 530/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.819 Epoch 40 Batch 531/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.890 Epoch 40 Batch 532/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.910 Epoch 40 Batch 533/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.892 Epoch 40 Batch 534/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.888 Epoch 40 Batch 535/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.863 Epoch 40 Batch 536/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.971 Epoch 40 Batch 537/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.872 Epoch 40 Batch 538/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.947 Epoch 40 Batch 539/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.855 Epoch 40 Batch 540/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.941 Epoch 40 Batch 541/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.883 Epoch 40 Batch 542/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.922 Epoch 40 Batch 543/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.815 Epoch 40 Batch 544/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.900 Epoch 40 Batch 545/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.826 Epoch 40 Batch 546/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.892 Epoch 40 Batch 547/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.899 Epoch 40 Batch 548/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.921 Epoch 40 Batch 549/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.924 Epoch 40 Batch 550/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.934 Epoch 40 Batch 551/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.864 Epoch 40 Batch 552/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.926 Epoch 40 Batch 553/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.899 Epoch 40 Batch 554/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.863 Epoch 40 Batch 555/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.859 Epoch 40 Batch 556/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.914 Epoch 40 Batch 557/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.871 Epoch 40 Batch 558/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.893 Epoch 40 Batch 559/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.915 Epoch 40 Batch 560/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.909 Epoch 40 Batch 561/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.923 Epoch 40 Batch 562/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.868 Epoch 40 Batch 563/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.931 Epoch 40 Batch 564/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.909 Epoch 40 Batch 565/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.838 Epoch 40 Batch 566/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.905 Epoch 40 Batch 567/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.875 Epoch 40 Batch 568/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.870 Epoch 40 Batch 569/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.871 Epoch 40 Batch 570/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.922 Epoch 40 Batch 571/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.850 Epoch 40 Batch 572/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.858 Epoch 40 Batch 573/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.869 Epoch 40 Batch 574/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.859 Epoch 40 Batch 575/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.914 Epoch 40 Batch 576/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.821 Epoch 40 Batch 577/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.909 Epoch 40 Batch 578/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.899 Epoch 40 Batch 579/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.906 Epoch 40 Batch 580/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.910 Epoch 40 Batch 581/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.906 Epoch 40 Batch 582/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.878 Epoch 40 Batch 583/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.852 Epoch 40 Batch 584/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.907 Epoch 40 Batch 585/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.909 Epoch 40 Batch 586/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.830 Epoch 40 Batch 587/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.866 Epoch 40 Batch 588/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.921 Epoch 40 Batch 589/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.833 Epoch 40 Batch 590/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.837 Epoch 40 Batch 591/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.231, Loss: 0.841 Epoch 40 Batch 592/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.890 Epoch 40 Batch 593/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.879 Epoch 40 Batch 594/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.938 Epoch 40 Batch 595/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.908 Epoch 40 Batch 596/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.848 Epoch 40 Batch 597/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.905 Epoch 40 Batch 598/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.913 Epoch 40 Batch 599/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.920 Epoch 40 Batch 600/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.924 Epoch 40 Batch 601/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.945 Epoch 40 Batch 602/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.864 Epoch 40 Batch 603/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.894 Epoch 40 Batch 604/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.901 Epoch 40 Batch 605/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.909 Epoch 40 Batch 606/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.888 Epoch 40 Batch 607/1077 - Train Accuracy: 0.240, Validation Accuracy: 0.233, Loss: 0.897 Epoch 40 Batch 608/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.883 Epoch 40 Batch 609/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.894 Epoch 40 Batch 610/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.897 Epoch 40 Batch 611/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.877 Epoch 40 Batch 612/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.909 Epoch 40 Batch 613/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.955 Epoch 40 Batch 614/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.887 Epoch 40 Batch 615/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.924 Epoch 40 Batch 616/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.891 Epoch 40 Batch 617/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.923 Epoch 40 Batch 618/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.886 Epoch 40 Batch 619/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.233, Loss: 0.860 Epoch 40 Batch 620/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.849 Epoch 40 Batch 621/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.793 Epoch 40 Batch 622/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.800 Epoch 40 Batch 623/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.927 Epoch 40 Batch 624/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.936 Epoch 40 Batch 625/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.846 Epoch 40 Batch 626/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.233, Loss: 0.896 Epoch 40 Batch 627/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.897 Epoch 40 Batch 628/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.886 Epoch 40 Batch 629/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.870 Epoch 40 Batch 630/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.871 Epoch 40 Batch 631/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.859 Epoch 40 Batch 632/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.892 Epoch 40 Batch 633/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.933 Epoch 40 Batch 634/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.888 Epoch 40 Batch 635/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.233, Loss: 0.891 Epoch 40 Batch 636/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.807 Epoch 40 Batch 637/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.867 Epoch 40 Batch 638/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.846 Epoch 40 Batch 639/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.895 Epoch 40 Batch 640/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.868 Epoch 40 Batch 641/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.868 Epoch 40 Batch 642/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.851 Epoch 40 Batch 643/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.916 Epoch 40 Batch 644/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.835 Epoch 40 Batch 645/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.920 Epoch 40 Batch 646/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.854 Epoch 40 Batch 647/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.861 Epoch 40 Batch 648/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.866 Epoch 40 Batch 649/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.829 Epoch 40 Batch 650/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.872 Epoch 40 Batch 651/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.904 Epoch 40 Batch 652/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.875 Epoch 40 Batch 653/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.901 Epoch 40 Batch 654/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.899 Epoch 40 Batch 655/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.872 Epoch 40 Batch 656/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.903 Epoch 40 Batch 657/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.925 Epoch 40 Batch 658/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.825 Epoch 40 Batch 659/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.847 Epoch 40 Batch 660/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.882 Epoch 40 Batch 661/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.876 Epoch 40 Batch 662/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.874 Epoch 40 Batch 663/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.918 Epoch 40 Batch 664/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.949 Epoch 40 Batch 665/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.868 Epoch 40 Batch 666/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.233, Loss: 0.918 Epoch 40 Batch 667/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.863 Epoch 40 Batch 668/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.893 Epoch 40 Batch 669/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.928 Epoch 40 Batch 670/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.233, Loss: 0.882 Epoch 40 Batch 671/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.920 Epoch 40 Batch 672/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.841 Epoch 40 Batch 673/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.849 Epoch 40 Batch 674/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.881 Epoch 40 Batch 675/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.891 Epoch 40 Batch 676/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.901 Epoch 40 Batch 677/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.888 Epoch 40 Batch 678/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.913 Epoch 40 Batch 679/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.846 Epoch 40 Batch 680/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.913 Epoch 40 Batch 681/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.893 Epoch 40 Batch 682/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.232, Loss: 0.895 Epoch 40 Batch 683/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.863 Epoch 40 Batch 684/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.887 Epoch 40 Batch 685/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.915 Epoch 40 Batch 686/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.871 Epoch 40 Batch 687/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.874 Epoch 40 Batch 688/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.913 Epoch 40 Batch 689/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.883 Epoch 40 Batch 690/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.888 Epoch 40 Batch 691/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.907 Epoch 40 Batch 692/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.843 Epoch 40 Batch 693/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.234, Loss: 0.857 Epoch 40 Batch 694/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.816 Epoch 40 Batch 695/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.835 Epoch 40 Batch 696/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.905 Epoch 40 Batch 697/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.851 Epoch 40 Batch 698/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.859 Epoch 40 Batch 699/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.233, Loss: 0.822 Epoch 40 Batch 700/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.868 Epoch 40 Batch 701/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.883 Epoch 40 Batch 702/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.903 Epoch 40 Batch 703/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.778 Epoch 40 Batch 704/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.932 Epoch 40 Batch 705/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.825 Epoch 40 Batch 706/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.940 Epoch 40 Batch 707/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.855 Epoch 40 Batch 708/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.911 Epoch 40 Batch 709/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.831 Epoch 40 Batch 710/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.884 Epoch 40 Batch 711/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.861 Epoch 40 Batch 712/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.817 Epoch 40 Batch 713/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.232, Loss: 0.864 Epoch 40 Batch 714/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.231, Loss: 0.887 Epoch 40 Batch 715/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.914 Epoch 40 Batch 716/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.929 Epoch 40 Batch 717/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.874 Epoch 40 Batch 718/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.898 Epoch 40 Batch 719/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.834 Epoch 40 Batch 720/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.903 Epoch 40 Batch 721/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.905 Epoch 40 Batch 722/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.862 Epoch 40 Batch 723/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.848 Epoch 40 Batch 724/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.999 Epoch 40 Batch 725/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.906 Epoch 40 Batch 726/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.917 Epoch 40 Batch 727/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.893 Epoch 40 Batch 728/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.921 Epoch 40 Batch 729/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.901 Epoch 40 Batch 730/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.930 Epoch 40 Batch 731/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.233, Loss: 0.863 Epoch 40 Batch 732/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.873 Epoch 40 Batch 733/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.847 Epoch 40 Batch 734/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.866 Epoch 40 Batch 735/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.909 Epoch 40 Batch 736/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.945 Epoch 40 Batch 737/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.887 Epoch 40 Batch 738/1077 - Train Accuracy: 0.289, Validation Accuracy: 0.233, Loss: 0.895 Epoch 40 Batch 739/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.887 Epoch 40 Batch 740/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.887 Epoch 40 Batch 741/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.877 Epoch 40 Batch 742/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.844 Epoch 40 Batch 743/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.882 Epoch 40 Batch 744/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.889 Epoch 40 Batch 745/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.889 Epoch 40 Batch 746/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.933 Epoch 40 Batch 747/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.882 Epoch 40 Batch 748/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.860 Epoch 40 Batch 749/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.914 Epoch 40 Batch 750/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.848 Epoch 40 Batch 751/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.944 Epoch 40 Batch 752/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.884 Epoch 40 Batch 753/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.936 Epoch 40 Batch 754/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.874 Epoch 40 Batch 755/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.845 Epoch 40 Batch 756/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.862 Epoch 40 Batch 757/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.845 Epoch 40 Batch 758/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.894 Epoch 40 Batch 759/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.849 Epoch 40 Batch 760/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.919 Epoch 40 Batch 761/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.883 Epoch 40 Batch 762/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.232, Loss: 0.839 Epoch 40 Batch 763/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.884 Epoch 40 Batch 764/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.936 Epoch 40 Batch 765/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.879 Epoch 40 Batch 766/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.862 Epoch 40 Batch 767/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.901 Epoch 40 Batch 768/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.911 Epoch 40 Batch 769/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.893 Epoch 40 Batch 770/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.915 Epoch 40 Batch 771/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.840 Epoch 40 Batch 772/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.913 Epoch 40 Batch 773/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.902 Epoch 40 Batch 774/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.851 Epoch 40 Batch 775/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.854 Epoch 40 Batch 776/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.881 Epoch 40 Batch 777/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.849 Epoch 40 Batch 778/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.917 Epoch 40 Batch 779/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.937 Epoch 40 Batch 780/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.962 Epoch 40 Batch 781/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.890 Epoch 40 Batch 782/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.923 Epoch 40 Batch 783/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.831 Epoch 40 Batch 784/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.849 Epoch 40 Batch 785/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.893 Epoch 40 Batch 786/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.903 Epoch 40 Batch 787/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.902 Epoch 40 Batch 788/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.942 Epoch 40 Batch 789/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.878 Epoch 40 Batch 790/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.854 Epoch 40 Batch 791/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.906 Epoch 40 Batch 792/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.934 Epoch 40 Batch 793/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.232, Loss: 0.854 Epoch 40 Batch 794/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.842 Epoch 40 Batch 795/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.861 Epoch 40 Batch 796/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.892 Epoch 40 Batch 797/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.920 Epoch 40 Batch 798/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.845 Epoch 40 Batch 799/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.876 Epoch 40 Batch 800/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.913 Epoch 40 Batch 801/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.940 Epoch 40 Batch 802/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.929 Epoch 40 Batch 803/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.911 Epoch 40 Batch 804/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.909 Epoch 40 Batch 805/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.913 Epoch 40 Batch 806/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.802 Epoch 40 Batch 807/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.838 Epoch 40 Batch 808/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.902 Epoch 40 Batch 809/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.951 Epoch 40 Batch 810/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.922 Epoch 40 Batch 811/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.890 Epoch 40 Batch 812/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.877 Epoch 40 Batch 813/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.878 Epoch 40 Batch 814/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.866 Epoch 40 Batch 815/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.859 Epoch 40 Batch 816/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.875 Epoch 40 Batch 817/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.866 Epoch 40 Batch 818/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.890 Epoch 40 Batch 819/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.864 Epoch 40 Batch 820/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.848 Epoch 40 Batch 821/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.813 Epoch 40 Batch 822/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.842 Epoch 40 Batch 823/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.922 Epoch 40 Batch 824/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.889 Epoch 40 Batch 825/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.856 Epoch 40 Batch 826/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.866 Epoch 40 Batch 827/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.959 Epoch 40 Batch 828/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.853 Epoch 40 Batch 829/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.902 Epoch 40 Batch 830/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.904 Epoch 40 Batch 831/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.233, Loss: 0.881 Epoch 40 Batch 832/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.876 Epoch 40 Batch 833/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.868 Epoch 40 Batch 834/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.233, Loss: 0.922 Epoch 40 Batch 835/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.871 Epoch 40 Batch 836/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.933 Epoch 40 Batch 837/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.923 Epoch 40 Batch 838/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.876 Epoch 40 Batch 839/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.895 Epoch 40 Batch 840/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.865 Epoch 40 Batch 841/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.888 Epoch 40 Batch 842/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.826 Epoch 40 Batch 843/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.882 Epoch 40 Batch 844/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.909 Epoch 40 Batch 845/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.867 Epoch 40 Batch 846/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.876 Epoch 40 Batch 847/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.858 Epoch 40 Batch 848/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.893 Epoch 40 Batch 849/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.869 Epoch 40 Batch 850/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.844 Epoch 40 Batch 851/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.948 Epoch 40 Batch 852/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.885 Epoch 40 Batch 853/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.858 Epoch 40 Batch 854/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.899 Epoch 40 Batch 855/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.884 Epoch 40 Batch 856/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.959 Epoch 40 Batch 857/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.908 Epoch 40 Batch 858/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.876 Epoch 40 Batch 859/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.848 Epoch 40 Batch 860/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.890 Epoch 40 Batch 861/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.872 Epoch 40 Batch 862/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.867 Epoch 40 Batch 863/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.901 Epoch 40 Batch 864/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.898 Epoch 40 Batch 865/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.234, Loss: 0.845 Epoch 40 Batch 866/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.901 Epoch 40 Batch 867/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.938 Epoch 40 Batch 868/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.898 Epoch 40 Batch 869/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.827 Epoch 40 Batch 870/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 0.900 Epoch 40 Batch 871/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.833 Epoch 40 Batch 872/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.897 Epoch 40 Batch 873/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.902 Epoch 40 Batch 874/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.854 Epoch 40 Batch 875/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.881 Epoch 40 Batch 876/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.915 Epoch 40 Batch 877/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.881 Epoch 40 Batch 878/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.871 Epoch 40 Batch 879/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.956 Epoch 40 Batch 880/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.853 Epoch 40 Batch 881/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.906 Epoch 40 Batch 882/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.896 Epoch 40 Batch 883/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.836 Epoch 40 Batch 884/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.866 Epoch 40 Batch 885/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.233, Loss: 0.870 Epoch 40 Batch 886/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.897 Epoch 40 Batch 887/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.913 Epoch 40 Batch 888/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.966 Epoch 40 Batch 889/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.831 Epoch 40 Batch 890/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.928 Epoch 40 Batch 891/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.821 Epoch 40 Batch 892/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.851 Epoch 40 Batch 893/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.861 Epoch 40 Batch 894/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.843 Epoch 40 Batch 895/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.887 Epoch 40 Batch 896/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.949 Epoch 40 Batch 897/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.923 Epoch 40 Batch 898/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.886 Epoch 40 Batch 899/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.834 Epoch 40 Batch 900/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.892 Epoch 40 Batch 901/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.873 Epoch 40 Batch 902/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.904 Epoch 40 Batch 903/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.858 Epoch 40 Batch 904/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.884 Epoch 40 Batch 905/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.924 Epoch 40 Batch 906/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.852 Epoch 40 Batch 907/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.912 Epoch 40 Batch 908/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.931 Epoch 40 Batch 909/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.958 Epoch 40 Batch 910/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.815 Epoch 40 Batch 911/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.233, Loss: 0.938 Epoch 40 Batch 912/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.972 Epoch 40 Batch 913/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.912 Epoch 40 Batch 914/1077 - Train Accuracy: 0.300, Validation Accuracy: 0.233, Loss: 0.921 Epoch 40 Batch 915/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.871 Epoch 40 Batch 916/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.933 Epoch 40 Batch 917/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.839 Epoch 40 Batch 918/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.914 Epoch 40 Batch 919/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.232, Loss: 0.886 Epoch 40 Batch 920/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.887 Epoch 40 Batch 921/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.908 Epoch 40 Batch 922/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.912 Epoch 40 Batch 923/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 0.843 Epoch 40 Batch 924/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.232, Loss: 1.004 Epoch 40 Batch 925/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.855 Epoch 40 Batch 926/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.891 Epoch 40 Batch 927/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.232, Loss: 0.954 Epoch 40 Batch 928/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.889 Epoch 40 Batch 929/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.852 Epoch 40 Batch 930/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.886 Epoch 40 Batch 931/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.912 Epoch 40 Batch 932/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.928 Epoch 40 Batch 933/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.942 Epoch 40 Batch 934/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.871 Epoch 40 Batch 935/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.887 Epoch 40 Batch 936/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.912 Epoch 40 Batch 937/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.869 Epoch 40 Batch 938/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.867 Epoch 40 Batch 939/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.864 Epoch 40 Batch 940/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.882 Epoch 40 Batch 941/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.949 Epoch 40 Batch 942/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.947 Epoch 40 Batch 943/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.902 Epoch 40 Batch 944/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.873 Epoch 40 Batch 945/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.837 Epoch 40 Batch 946/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.839 Epoch 40 Batch 947/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.898 Epoch 40 Batch 948/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.841 Epoch 40 Batch 949/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.853 Epoch 40 Batch 950/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.891 Epoch 40 Batch 951/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.913 Epoch 40 Batch 952/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.899 Epoch 40 Batch 953/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.864 Epoch 40 Batch 954/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.911 Epoch 40 Batch 955/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.888 Epoch 40 Batch 956/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.897 Epoch 40 Batch 957/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.869 Epoch 40 Batch 958/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.887 Epoch 40 Batch 959/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.894 Epoch 40 Batch 960/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.876 Epoch 40 Batch 961/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.934 Epoch 40 Batch 962/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.872 Epoch 40 Batch 963/1077 - Train Accuracy: 0.073, Validation Accuracy: 0.232, Loss: 0.920 Epoch 40 Batch 964/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.901 Epoch 40 Batch 965/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.232, Loss: 0.931 Epoch 40 Batch 966/1077 - Train Accuracy: 0.265, Validation Accuracy: 0.232, Loss: 0.916 Epoch 40 Batch 967/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.875 Epoch 40 Batch 968/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.802 Epoch 40 Batch 969/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.882 Epoch 40 Batch 970/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.900 Epoch 40 Batch 971/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.923 Epoch 40 Batch 972/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.881 Epoch 40 Batch 973/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.934 Epoch 40 Batch 974/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.886 Epoch 40 Batch 975/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.920 Epoch 40 Batch 976/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.896 Epoch 40 Batch 977/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.876 Epoch 40 Batch 978/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.831 Epoch 40 Batch 979/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.232, Loss: 0.937 Epoch 40 Batch 980/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.886 Epoch 40 Batch 981/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.960 Epoch 40 Batch 982/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.836 Epoch 40 Batch 983/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.948 Epoch 40 Batch 984/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.854 Epoch 40 Batch 985/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.909 Epoch 40 Batch 986/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.926 Epoch 40 Batch 987/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.872 Epoch 40 Batch 988/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.232, Loss: 0.835 Epoch 40 Batch 989/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.866 Epoch 40 Batch 990/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.890 Epoch 40 Batch 991/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.878 Epoch 40 Batch 992/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.869 Epoch 40 Batch 993/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.866 Epoch 40 Batch 994/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.841 Epoch 40 Batch 995/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.862 Epoch 40 Batch 996/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.842 Epoch 40 Batch 997/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.884 Epoch 40 Batch 998/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.919 Epoch 40 Batch 999/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.912 Epoch 40 Batch 1000/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.843 Epoch 40 Batch 1001/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.232, Loss: 0.907 Epoch 40 Batch 1002/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.863 Epoch 40 Batch 1003/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.931 Epoch 40 Batch 1004/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.923 Epoch 40 Batch 1005/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.880 Epoch 40 Batch 1006/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.815 Epoch 40 Batch 1007/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.854 Epoch 40 Batch 1008/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.909 Epoch 40 Batch 1009/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.844 Epoch 40 Batch 1010/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.933 Epoch 40 Batch 1011/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.853 Epoch 40 Batch 1012/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.232, Loss: 0.835 Epoch 40 Batch 1013/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.872 Epoch 40 Batch 1014/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.875 Epoch 40 Batch 1015/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.903 Epoch 40 Batch 1016/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.843 Epoch 40 Batch 1017/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.232, Loss: 0.869 Epoch 40 Batch 1018/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.855 Epoch 40 Batch 1019/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.943 Epoch 40 Batch 1020/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.893 Epoch 40 Batch 1021/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.890 Epoch 40 Batch 1022/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.949 Epoch 40 Batch 1023/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.232, Loss: 0.849 Epoch 40 Batch 1024/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.926 Epoch 40 Batch 1025/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.915 Epoch 40 Batch 1026/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.841 Epoch 40 Batch 1027/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.911 Epoch 40 Batch 1028/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.891 Epoch 40 Batch 1029/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.830 Epoch 40 Batch 1030/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.889 Epoch 40 Batch 1031/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.955 Epoch 40 Batch 1032/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.865 Epoch 40 Batch 1033/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.896 Epoch 40 Batch 1034/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.831 Epoch 40 Batch 1035/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.887 Epoch 40 Batch 1036/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.915 Epoch 40 Batch 1037/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.899 Epoch 40 Batch 1038/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.911 Epoch 40 Batch 1039/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.907 Epoch 40 Batch 1040/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.856 Epoch 40 Batch 1041/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.897 Epoch 40 Batch 1042/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.795 Epoch 40 Batch 1043/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.843 Epoch 40 Batch 1044/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.920 Epoch 40 Batch 1045/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.907 Epoch 40 Batch 1046/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.874 Epoch 40 Batch 1047/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.862 Epoch 40 Batch 1048/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.838 Epoch 40 Batch 1049/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.946 Epoch 40 Batch 1050/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.836 Epoch 40 Batch 1051/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.887 Epoch 40 Batch 1052/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.954 Epoch 40 Batch 1053/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.907 Epoch 40 Batch 1054/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.898 Epoch 40 Batch 1055/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.836 Epoch 40 Batch 1056/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.921 Epoch 40 Batch 1057/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.876 Epoch 40 Batch 1058/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.852 Epoch 40 Batch 1059/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.884 Epoch 40 Batch 1060/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.853 Epoch 40 Batch 1061/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.859 Epoch 40 Batch 1062/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.874 Epoch 40 Batch 1063/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.889 Epoch 40 Batch 1064/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.843 Epoch 40 Batch 1065/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.895 Epoch 40 Batch 1066/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.880 Epoch 40 Batch 1067/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.900 Epoch 40 Batch 1068/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.810 Epoch 40 Batch 1069/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.878 Epoch 40 Batch 1070/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.947 Epoch 40 Batch 1071/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.875 Epoch 40 Batch 1072/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.895 Epoch 40 Batch 1073/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.899 Epoch 40 Batch 1074/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.882 Epoch 40 Batch 1075/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.952 Epoch 41 Batch 0/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.825 Epoch 41 Batch 1/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.863 Epoch 41 Batch 2/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.893 Epoch 41 Batch 3/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.911 Epoch 41 Batch 4/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.863 Epoch 41 Batch 5/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.843 Epoch 41 Batch 6/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.932 Epoch 41 Batch 7/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.233, Loss: 0.866 Epoch 41 Batch 8/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.951 Epoch 41 Batch 9/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.849 Epoch 41 Batch 10/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.891 Epoch 41 Batch 11/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.867 Epoch 41 Batch 12/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.933 Epoch 41 Batch 13/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.883 Epoch 41 Batch 14/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.890 Epoch 41 Batch 15/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.828 Epoch 41 Batch 16/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.927 Epoch 41 Batch 17/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.909 Epoch 41 Batch 18/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.879 Epoch 41 Batch 19/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.890 Epoch 41 Batch 20/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.849 Epoch 41 Batch 21/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.870 Epoch 41 Batch 22/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.925 Epoch 41 Batch 23/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.871 Epoch 41 Batch 24/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.829 Epoch 41 Batch 25/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.808 Epoch 41 Batch 26/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.846 Epoch 41 Batch 27/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.843 Epoch 41 Batch 28/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.857 Epoch 41 Batch 29/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.891 Epoch 41 Batch 30/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.900 Epoch 41 Batch 31/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.855 Epoch 41 Batch 32/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.834 Epoch 41 Batch 33/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.883 Epoch 41 Batch 34/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.880 Epoch 41 Batch 35/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.857 Epoch 41 Batch 36/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.861 Epoch 41 Batch 37/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.865 Epoch 41 Batch 38/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 0.836 Epoch 41 Batch 39/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.849 Epoch 41 Batch 40/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.890 Epoch 41 Batch 41/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.867 Epoch 41 Batch 42/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.912 Epoch 41 Batch 43/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.233, Loss: 0.757 Epoch 41 Batch 44/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.854 Epoch 41 Batch 45/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.866 Epoch 41 Batch 46/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.232, Loss: 0.878 Epoch 41 Batch 47/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.954 Epoch 41 Batch 48/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.864 Epoch 41 Batch 49/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.232, Loss: 0.940 Epoch 41 Batch 50/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.856 Epoch 41 Batch 51/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.864 Epoch 41 Batch 52/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.792 Epoch 41 Batch 53/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.232, Loss: 0.982 Epoch 41 Batch 54/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.882 Epoch 41 Batch 55/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.842 Epoch 41 Batch 56/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.852 Epoch 41 Batch 57/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.233, Loss: 0.914 Epoch 41 Batch 58/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.876 Epoch 41 Batch 59/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.877 Epoch 41 Batch 60/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.884 Epoch 41 Batch 61/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.925 Epoch 41 Batch 62/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.895 Epoch 41 Batch 63/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.864 Epoch 41 Batch 64/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.909 Epoch 41 Batch 65/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.911 Epoch 41 Batch 66/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.232, Loss: 0.816 Epoch 41 Batch 67/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.834 Epoch 41 Batch 68/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.885 Epoch 41 Batch 69/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.873 Epoch 41 Batch 70/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.901 Epoch 41 Batch 71/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.857 Epoch 41 Batch 72/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.902 Epoch 41 Batch 73/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.894 Epoch 41 Batch 74/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.872 Epoch 41 Batch 75/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.899 Epoch 41 Batch 76/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.875 Epoch 41 Batch 77/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.816 Epoch 41 Batch 78/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.890 Epoch 41 Batch 79/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.900 Epoch 41 Batch 80/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.883 Epoch 41 Batch 81/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.232, Loss: 0.859 Epoch 41 Batch 82/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.232, Loss: 0.941 Epoch 41 Batch 83/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.874 Epoch 41 Batch 84/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.857 Epoch 41 Batch 85/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.922 Epoch 41 Batch 86/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.903 Epoch 41 Batch 87/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.871 Epoch 41 Batch 88/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.856 Epoch 41 Batch 89/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.904 Epoch 41 Batch 90/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.960 Epoch 41 Batch 91/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.839 Epoch 41 Batch 92/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.908 Epoch 41 Batch 93/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.899 Epoch 41 Batch 94/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.916 Epoch 41 Batch 95/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.839 Epoch 41 Batch 96/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.927 Epoch 41 Batch 97/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.910 Epoch 41 Batch 98/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.870 Epoch 41 Batch 99/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.919 Epoch 41 Batch 100/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.859 Epoch 41 Batch 101/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.905 Epoch 41 Batch 102/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.893 Epoch 41 Batch 103/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.890 Epoch 41 Batch 104/1077 - Train Accuracy: 0.103, Validation Accuracy: 0.232, Loss: 0.891 Epoch 41 Batch 105/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.918 Epoch 41 Batch 106/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.232, Loss: 0.897 Epoch 41 Batch 107/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.889 Epoch 41 Batch 108/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.232, Loss: 0.907 Epoch 41 Batch 109/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.983 Epoch 41 Batch 110/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.860 Epoch 41 Batch 111/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.921 Epoch 41 Batch 112/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.879 Epoch 41 Batch 113/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.876 Epoch 41 Batch 114/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.881 Epoch 41 Batch 115/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.932 Epoch 41 Batch 116/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.896 Epoch 41 Batch 117/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.895 Epoch 41 Batch 118/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.927 Epoch 41 Batch 119/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.891 Epoch 41 Batch 120/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.850 Epoch 41 Batch 121/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.861 Epoch 41 Batch 122/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.818 Epoch 41 Batch 123/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.902 Epoch 41 Batch 124/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.928 Epoch 41 Batch 125/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.896 Epoch 41 Batch 126/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.882 Epoch 41 Batch 127/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.908 Epoch 41 Batch 128/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.801 Epoch 41 Batch 129/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.819 Epoch 41 Batch 130/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.855 Epoch 41 Batch 131/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.923 Epoch 41 Batch 132/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.900 Epoch 41 Batch 133/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.847 Epoch 41 Batch 134/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.933 Epoch 41 Batch 135/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.870 Epoch 41 Batch 136/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.844 Epoch 41 Batch 137/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.867 Epoch 41 Batch 138/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.883 Epoch 41 Batch 139/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.871 Epoch 41 Batch 140/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.912 Epoch 41 Batch 141/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.890 Epoch 41 Batch 142/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.839 Epoch 41 Batch 143/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.880 Epoch 41 Batch 144/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.893 Epoch 41 Batch 145/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.852 Epoch 41 Batch 146/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.911 Epoch 41 Batch 147/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.890 Epoch 41 Batch 148/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.940 Epoch 41 Batch 149/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.873 Epoch 41 Batch 150/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.968 Epoch 41 Batch 151/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.885 Epoch 41 Batch 152/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.910 Epoch 41 Batch 153/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.914 Epoch 41 Batch 154/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.911 Epoch 41 Batch 155/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.894 Epoch 41 Batch 156/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.955 Epoch 41 Batch 157/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.796 Epoch 41 Batch 158/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.860 Epoch 41 Batch 159/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.864 Epoch 41 Batch 160/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.893 Epoch 41 Batch 161/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.847 Epoch 41 Batch 162/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.837 Epoch 41 Batch 163/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.890 Epoch 41 Batch 164/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.882 Epoch 41 Batch 165/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.892 Epoch 41 Batch 166/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.848 Epoch 41 Batch 167/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.853 Epoch 41 Batch 168/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.829 Epoch 41 Batch 169/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.889 Epoch 41 Batch 170/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.903 Epoch 41 Batch 171/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.933 Epoch 41 Batch 172/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.867 Epoch 41 Batch 173/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.941 Epoch 41 Batch 174/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.882 Epoch 41 Batch 175/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.949 Epoch 41 Batch 176/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.875 Epoch 41 Batch 177/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.885 Epoch 41 Batch 178/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.863 Epoch 41 Batch 179/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.829 Epoch 41 Batch 180/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.834 Epoch 41 Batch 181/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.901 Epoch 41 Batch 182/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.888 Epoch 41 Batch 183/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.861 Epoch 41 Batch 184/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.877 Epoch 41 Batch 185/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.889 Epoch 41 Batch 186/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.811 Epoch 41 Batch 187/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.902 Epoch 41 Batch 188/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.890 Epoch 41 Batch 189/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.914 Epoch 41 Batch 190/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.907 Epoch 41 Batch 191/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.232, Loss: 0.882 Epoch 41 Batch 192/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.847 Epoch 41 Batch 193/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.886 Epoch 41 Batch 194/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.871 Epoch 41 Batch 195/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.809 Epoch 41 Batch 196/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.933 Epoch 41 Batch 197/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.927 Epoch 41 Batch 198/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.881 Epoch 41 Batch 199/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.875 Epoch 41 Batch 200/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.892 Epoch 41 Batch 201/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.831 Epoch 41 Batch 202/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.864 Epoch 41 Batch 203/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.895 Epoch 41 Batch 204/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.929 Epoch 41 Batch 205/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.889 Epoch 41 Batch 206/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.859 Epoch 41 Batch 207/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.895 Epoch 41 Batch 208/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.881 Epoch 41 Batch 209/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.825 Epoch 41 Batch 210/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.884 Epoch 41 Batch 211/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.875 Epoch 41 Batch 212/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.819 Epoch 41 Batch 213/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.913 Epoch 41 Batch 214/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.938 Epoch 41 Batch 215/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.904 Epoch 41 Batch 216/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.929 Epoch 41 Batch 217/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.872 Epoch 41 Batch 218/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.231, Loss: 0.807 Epoch 41 Batch 219/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.231, Loss: 0.849 Epoch 41 Batch 220/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.231, Loss: 0.869 Epoch 41 Batch 221/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.868 Epoch 41 Batch 222/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.898 Epoch 41 Batch 223/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.876 Epoch 41 Batch 224/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.851 Epoch 41 Batch 225/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.874 Epoch 41 Batch 226/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.920 Epoch 41 Batch 227/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.897 Epoch 41 Batch 228/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.938 Epoch 41 Batch 229/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.834 Epoch 41 Batch 230/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.918 Epoch 41 Batch 231/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.881 Epoch 41 Batch 232/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.830 Epoch 41 Batch 233/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.841 Epoch 41 Batch 234/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.232, Loss: 0.884 Epoch 41 Batch 235/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.928 Epoch 41 Batch 236/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.908 Epoch 41 Batch 237/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.817 Epoch 41 Batch 238/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.866 Epoch 41 Batch 239/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.917 Epoch 41 Batch 240/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.916 Epoch 41 Batch 241/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.834 Epoch 41 Batch 242/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.831 Epoch 41 Batch 243/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.877 Epoch 41 Batch 244/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.233, Loss: 0.880 Epoch 41 Batch 245/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.852 Epoch 41 Batch 246/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.889 Epoch 41 Batch 247/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.891 Epoch 41 Batch 248/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.841 Epoch 41 Batch 249/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.868 Epoch 41 Batch 250/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.234, Loss: 0.893 Epoch 41 Batch 251/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.897 Epoch 41 Batch 252/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.885 Epoch 41 Batch 253/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.233, Loss: 0.862 Epoch 41 Batch 254/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.899 Epoch 41 Batch 255/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.901 Epoch 41 Batch 256/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.898 Epoch 41 Batch 257/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.905 Epoch 41 Batch 258/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.855 Epoch 41 Batch 259/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.863 Epoch 41 Batch 260/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.898 Epoch 41 Batch 261/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.925 Epoch 41 Batch 262/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.886 Epoch 41 Batch 263/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.833 Epoch 41 Batch 264/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.886 Epoch 41 Batch 265/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.908 Epoch 41 Batch 266/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.880 Epoch 41 Batch 267/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.233, Loss: 0.850 Epoch 41 Batch 268/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.831 Epoch 41 Batch 269/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.881 Epoch 41 Batch 270/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.852 Epoch 41 Batch 271/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.882 Epoch 41 Batch 272/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.924 Epoch 41 Batch 273/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.850 Epoch 41 Batch 274/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.910 Epoch 41 Batch 275/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.888 Epoch 41 Batch 276/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.889 Epoch 41 Batch 277/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.868 Epoch 41 Batch 278/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.842 Epoch 41 Batch 279/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.843 Epoch 41 Batch 280/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.944 Epoch 41 Batch 281/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.936 Epoch 41 Batch 282/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.889 Epoch 41 Batch 283/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.851 Epoch 41 Batch 284/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.868 Epoch 41 Batch 285/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.866 Epoch 41 Batch 286/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.853 Epoch 41 Batch 287/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.879 Epoch 41 Batch 288/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.893 Epoch 41 Batch 289/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.903 Epoch 41 Batch 290/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.911 Epoch 41 Batch 291/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.915 Epoch 41 Batch 292/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.829 Epoch 41 Batch 293/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.912 Epoch 41 Batch 294/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.233, Loss: 0.914 Epoch 41 Batch 295/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.881 Epoch 41 Batch 296/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.953 Epoch 41 Batch 297/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.898 Epoch 41 Batch 298/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.903 Epoch 41 Batch 299/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.916 Epoch 41 Batch 300/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.234, Loss: 0.879 Epoch 41 Batch 301/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.858 Epoch 41 Batch 302/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.859 Epoch 41 Batch 303/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.233, Loss: 0.950 Epoch 41 Batch 304/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.897 Epoch 41 Batch 305/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.864 Epoch 41 Batch 306/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.901 Epoch 41 Batch 307/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.849 Epoch 41 Batch 308/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.900 Epoch 41 Batch 309/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.922 Epoch 41 Batch 310/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.855 Epoch 41 Batch 311/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.233, Loss: 0.842 Epoch 41 Batch 312/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.884 Epoch 41 Batch 313/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.867 Epoch 41 Batch 314/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.914 Epoch 41 Batch 315/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.879 Epoch 41 Batch 316/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.863 Epoch 41 Batch 317/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.232, Loss: 0.827 Epoch 41 Batch 318/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.829 Epoch 41 Batch 319/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.896 Epoch 41 Batch 320/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.911 Epoch 41 Batch 321/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.919 Epoch 41 Batch 322/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.233, Loss: 0.835 Epoch 41 Batch 323/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.932 Epoch 41 Batch 324/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.860 Epoch 41 Batch 325/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.860 Epoch 41 Batch 326/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.837 Epoch 41 Batch 327/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.863 Epoch 41 Batch 328/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.919 Epoch 41 Batch 329/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.861 Epoch 41 Batch 330/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.885 Epoch 41 Batch 331/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.857 Epoch 41 Batch 332/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.885 Epoch 41 Batch 333/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.828 Epoch 41 Batch 334/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.914 Epoch 41 Batch 335/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.857 Epoch 41 Batch 336/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.887 Epoch 41 Batch 337/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.870 Epoch 41 Batch 338/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.877 Epoch 41 Batch 339/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.891 Epoch 41 Batch 340/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.878 Epoch 41 Batch 341/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.901 Epoch 41 Batch 342/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.897 Epoch 41 Batch 343/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.849 Epoch 41 Batch 344/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.913 Epoch 41 Batch 345/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.944 Epoch 41 Batch 346/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.850 Epoch 41 Batch 347/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.809 Epoch 41 Batch 348/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.232, Loss: 0.917 Epoch 41 Batch 349/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.888 Epoch 41 Batch 350/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.924 Epoch 41 Batch 351/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.842 Epoch 41 Batch 352/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.930 Epoch 41 Batch 353/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.895 Epoch 41 Batch 354/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.917 Epoch 41 Batch 355/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.924 Epoch 41 Batch 356/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.891 Epoch 41 Batch 357/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.789 Epoch 41 Batch 358/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.897 Epoch 41 Batch 359/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.902 Epoch 41 Batch 360/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.938 Epoch 41 Batch 361/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.877 Epoch 41 Batch 362/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.890 Epoch 41 Batch 363/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.849 Epoch 41 Batch 364/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.896 Epoch 41 Batch 365/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.867 Epoch 41 Batch 366/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.849 Epoch 41 Batch 367/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.866 Epoch 41 Batch 368/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.847 Epoch 41 Batch 369/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.888 Epoch 41 Batch 370/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.922 Epoch 41 Batch 371/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.806 Epoch 41 Batch 372/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.924 Epoch 41 Batch 373/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.811 Epoch 41 Batch 374/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.891 Epoch 41 Batch 375/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.233, Loss: 0.891 Epoch 41 Batch 376/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.233, Loss: 0.850 Epoch 41 Batch 377/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.832 Epoch 41 Batch 378/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.883 Epoch 41 Batch 379/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.881 Epoch 41 Batch 380/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.866 Epoch 41 Batch 381/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.888 Epoch 41 Batch 382/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.898 Epoch 41 Batch 383/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.838 Epoch 41 Batch 384/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.888 Epoch 41 Batch 385/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.919 Epoch 41 Batch 386/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.911 Epoch 41 Batch 387/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.857 Epoch 41 Batch 388/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.233, Loss: 0.844 Epoch 41 Batch 389/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.829 Epoch 41 Batch 390/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.893 Epoch 41 Batch 391/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.863 Epoch 41 Batch 392/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.854 Epoch 41 Batch 393/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.910 Epoch 41 Batch 394/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.897 Epoch 41 Batch 395/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.900 Epoch 41 Batch 396/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.895 Epoch 41 Batch 397/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.872 Epoch 41 Batch 398/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.839 Epoch 41 Batch 399/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.865 Epoch 41 Batch 400/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.859 Epoch 41 Batch 401/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.832 Epoch 41 Batch 402/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.866 Epoch 41 Batch 403/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.832 Epoch 41 Batch 404/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.902 Epoch 41 Batch 405/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.895 Epoch 41 Batch 406/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.232, Loss: 0.859 Epoch 41 Batch 407/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.867 Epoch 41 Batch 408/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.872 Epoch 41 Batch 409/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.858 Epoch 41 Batch 410/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.232, Loss: 0.910 Epoch 41 Batch 411/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.977 Epoch 41 Batch 412/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.865 Epoch 41 Batch 413/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.892 Epoch 41 Batch 414/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.923 Epoch 41 Batch 415/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.858 Epoch 41 Batch 416/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.894 Epoch 41 Batch 417/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.855 Epoch 41 Batch 418/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.864 Epoch 41 Batch 419/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.884 Epoch 41 Batch 420/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.779 Epoch 41 Batch 421/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.912 Epoch 41 Batch 422/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.879 Epoch 41 Batch 423/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.858 Epoch 41 Batch 424/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.851 Epoch 41 Batch 425/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.930 Epoch 41 Batch 426/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.918 Epoch 41 Batch 427/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.921 Epoch 41 Batch 428/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.901 Epoch 41 Batch 429/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.857 Epoch 41 Batch 430/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.854 Epoch 41 Batch 431/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.835 Epoch 41 Batch 432/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.909 Epoch 41 Batch 433/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.885 Epoch 41 Batch 434/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.831 Epoch 41 Batch 435/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.899 Epoch 41 Batch 436/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.871 Epoch 41 Batch 437/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.894 Epoch 41 Batch 438/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.895 Epoch 41 Batch 439/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.894 Epoch 41 Batch 440/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.936 Epoch 41 Batch 441/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.877 Epoch 41 Batch 442/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.917 Epoch 41 Batch 443/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.910 Epoch 41 Batch 444/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.844 Epoch 41 Batch 445/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.900 Epoch 41 Batch 446/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.875 Epoch 41 Batch 447/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.818 Epoch 41 Batch 448/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.876 Epoch 41 Batch 449/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.829 Epoch 41 Batch 450/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.860 Epoch 41 Batch 451/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.898 Epoch 41 Batch 452/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.876 Epoch 41 Batch 453/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.864 Epoch 41 Batch 454/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.941 Epoch 41 Batch 455/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.233, Loss: 0.812 Epoch 41 Batch 456/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.848 Epoch 41 Batch 457/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.905 Epoch 41 Batch 458/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.233, Loss: 0.894 Epoch 41 Batch 459/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.903 Epoch 41 Batch 460/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.879 Epoch 41 Batch 461/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.884 Epoch 41 Batch 462/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.862 Epoch 41 Batch 463/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.860 Epoch 41 Batch 464/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.912 Epoch 41 Batch 465/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.824 Epoch 41 Batch 466/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.883 Epoch 41 Batch 467/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.865 Epoch 41 Batch 468/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.885 Epoch 41 Batch 469/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.825 Epoch 41 Batch 470/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.856 Epoch 41 Batch 471/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.806 Epoch 41 Batch 472/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.821 Epoch 41 Batch 473/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.864 Epoch 41 Batch 474/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.935 Epoch 41 Batch 475/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.915 Epoch 41 Batch 476/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.233, Loss: 0.842 Epoch 41 Batch 477/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.233, Loss: 0.896 Epoch 41 Batch 478/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.870 Epoch 41 Batch 479/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.884 Epoch 41 Batch 480/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.915 Epoch 41 Batch 481/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.895 Epoch 41 Batch 482/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.902 Epoch 41 Batch 483/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.834 Epoch 41 Batch 484/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.937 Epoch 41 Batch 485/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.943 Epoch 41 Batch 486/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.941 Epoch 41 Batch 487/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.911 Epoch 41 Batch 488/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.863 Epoch 41 Batch 489/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.903 Epoch 41 Batch 490/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.877 Epoch 41 Batch 491/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.888 Epoch 41 Batch 492/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.886 Epoch 41 Batch 493/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.868 Epoch 41 Batch 494/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.884 Epoch 41 Batch 495/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.880 Epoch 41 Batch 496/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.912 Epoch 41 Batch 497/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.894 Epoch 41 Batch 498/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.883 Epoch 41 Batch 499/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.894 Epoch 41 Batch 500/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.893 Epoch 41 Batch 501/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.869 Epoch 41 Batch 502/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.893 Epoch 41 Batch 503/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.858 Epoch 41 Batch 504/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.879 Epoch 41 Batch 505/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.851 Epoch 41 Batch 506/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.902 Epoch 41 Batch 507/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.936 Epoch 41 Batch 508/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.890 Epoch 41 Batch 509/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.805 Epoch 41 Batch 510/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.945 Epoch 41 Batch 511/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.882 Epoch 41 Batch 512/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.909 Epoch 41 Batch 513/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.873 Epoch 41 Batch 514/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.871 Epoch 41 Batch 515/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.912 Epoch 41 Batch 516/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.864 Epoch 41 Batch 517/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.855 Epoch 41 Batch 518/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.809 Epoch 41 Batch 519/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.848 Epoch 41 Batch 520/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.892 Epoch 41 Batch 521/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.909 Epoch 41 Batch 522/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.866 Epoch 41 Batch 523/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.834 Epoch 41 Batch 524/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.894 Epoch 41 Batch 525/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.966 Epoch 41 Batch 526/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.835 Epoch 41 Batch 527/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.874 Epoch 41 Batch 528/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.856 Epoch 41 Batch 529/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.885 Epoch 41 Batch 530/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.922 Epoch 41 Batch 531/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.900 Epoch 41 Batch 532/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.890 Epoch 41 Batch 533/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.915 Epoch 41 Batch 534/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.834 Epoch 41 Batch 535/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.944 Epoch 41 Batch 536/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.874 Epoch 41 Batch 537/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.822 Epoch 41 Batch 538/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.856 Epoch 41 Batch 539/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.864 Epoch 41 Batch 540/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.879 Epoch 41 Batch 541/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.793 Epoch 41 Batch 542/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.833 Epoch 41 Batch 543/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.878 Epoch 41 Batch 544/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.866 Epoch 41 Batch 545/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.884 Epoch 41 Batch 546/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.846 Epoch 41 Batch 547/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.889 Epoch 41 Batch 548/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.910 Epoch 41 Batch 549/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.873 Epoch 41 Batch 550/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.930 Epoch 41 Batch 551/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.886 Epoch 41 Batch 552/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.856 Epoch 41 Batch 553/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.893 Epoch 41 Batch 554/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.871 Epoch 41 Batch 555/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.885 Epoch 41 Batch 556/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.833 Epoch 41 Batch 557/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.876 Epoch 41 Batch 558/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.891 Epoch 41 Batch 559/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.863 Epoch 41 Batch 560/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.894 Epoch 41 Batch 561/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.864 Epoch 41 Batch 562/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.921 Epoch 41 Batch 563/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.879 Epoch 41 Batch 564/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.862 Epoch 41 Batch 565/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.911 Epoch 41 Batch 566/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.888 Epoch 41 Batch 567/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.900 Epoch 41 Batch 568/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.831 Epoch 41 Batch 569/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.848 Epoch 41 Batch 570/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.887 Epoch 41 Batch 571/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.898 Epoch 41 Batch 572/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.940 Epoch 41 Batch 573/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.871 Epoch 41 Batch 574/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.916 Epoch 41 Batch 575/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.908 Epoch 41 Batch 576/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.895 Epoch 41 Batch 577/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.876 Epoch 41 Batch 578/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.888 Epoch 41 Batch 579/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.904 Epoch 41 Batch 580/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.897 Epoch 41 Batch 581/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.826 Epoch 41 Batch 582/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.953 Epoch 41 Batch 583/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.923 Epoch 41 Batch 584/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.917 Epoch 41 Batch 585/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.904 Epoch 41 Batch 586/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.899 Epoch 41 Batch 587/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.911 Epoch 41 Batch 588/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.820 Epoch 41 Batch 589/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.902 Epoch 41 Batch 590/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.847 Epoch 41 Batch 591/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.867 Epoch 41 Batch 592/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.867 Epoch 41 Batch 593/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.890 Epoch 41 Batch 594/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.894 Epoch 41 Batch 595/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.891 Epoch 41 Batch 596/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.952 Epoch 41 Batch 597/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.888 Epoch 41 Batch 598/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.897 Epoch 41 Batch 599/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.923 Epoch 41 Batch 600/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.852 Epoch 41 Batch 601/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.881 Epoch 41 Batch 602/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.878 Epoch 41 Batch 603/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.882 Epoch 41 Batch 604/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.891 Epoch 41 Batch 605/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.884 Epoch 41 Batch 606/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.910 Epoch 41 Batch 607/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.233, Loss: 0.901 Epoch 41 Batch 608/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.924 Epoch 41 Batch 609/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.927 Epoch 41 Batch 610/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.841 Epoch 41 Batch 611/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.913 Epoch 41 Batch 612/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.840 Epoch 41 Batch 613/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.910 Epoch 41 Batch 614/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.876 Epoch 41 Batch 615/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.935 Epoch 41 Batch 616/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.842 Epoch 41 Batch 617/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.863 Epoch 41 Batch 618/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.894 Epoch 41 Batch 619/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.233, Loss: 0.886 Epoch 41 Batch 620/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.870 Epoch 41 Batch 621/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.849 Epoch 41 Batch 622/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.920 Epoch 41 Batch 623/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.850 Epoch 41 Batch 624/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.845 Epoch 41 Batch 625/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.960 Epoch 41 Batch 626/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.233, Loss: 0.853 Epoch 41 Batch 627/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.912 Epoch 41 Batch 628/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.869 Epoch 41 Batch 629/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.876 Epoch 41 Batch 630/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.873 Epoch 41 Batch 631/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.914 Epoch 41 Batch 632/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.860 Epoch 41 Batch 633/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.947 Epoch 41 Batch 634/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.864 Epoch 41 Batch 635/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.896 Epoch 41 Batch 636/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.869 Epoch 41 Batch 637/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.861 Epoch 41 Batch 638/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.902 Epoch 41 Batch 639/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.891 Epoch 41 Batch 640/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.915 Epoch 41 Batch 641/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.899 Epoch 41 Batch 642/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.887 Epoch 41 Batch 643/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.914 Epoch 41 Batch 644/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.870 Epoch 41 Batch 645/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.894 Epoch 41 Batch 646/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.884 Epoch 41 Batch 647/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.874 Epoch 41 Batch 648/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.879 Epoch 41 Batch 649/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.902 Epoch 41 Batch 650/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.889 Epoch 41 Batch 651/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.869 Epoch 41 Batch 652/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.888 Epoch 41 Batch 653/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.842 Epoch 41 Batch 654/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.822 Epoch 41 Batch 655/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.874 Epoch 41 Batch 656/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.928 Epoch 41 Batch 657/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.898 Epoch 41 Batch 658/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.910 Epoch 41 Batch 659/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.869 Epoch 41 Batch 660/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.858 Epoch 41 Batch 661/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.909 Epoch 41 Batch 662/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.848 Epoch 41 Batch 663/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.906 Epoch 41 Batch 664/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.907 Epoch 41 Batch 665/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.824 Epoch 41 Batch 666/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.233, Loss: 0.923 Epoch 41 Batch 667/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.925 Epoch 41 Batch 668/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.853 Epoch 41 Batch 669/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.905 Epoch 41 Batch 670/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.233, Loss: 0.870 Epoch 41 Batch 671/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.892 Epoch 41 Batch 672/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.862 Epoch 41 Batch 673/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.895 Epoch 41 Batch 674/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.928 Epoch 41 Batch 675/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.935 Epoch 41 Batch 676/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.874 Epoch 41 Batch 677/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.904 Epoch 41 Batch 678/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.848 Epoch 41 Batch 679/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.877 Epoch 41 Batch 680/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.940 Epoch 41 Batch 681/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.899 Epoch 41 Batch 682/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.233, Loss: 0.932 Epoch 41 Batch 683/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.880 Epoch 41 Batch 684/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.906 Epoch 41 Batch 685/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.892 Epoch 41 Batch 686/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.859 Epoch 41 Batch 687/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.846 Epoch 41 Batch 688/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.904 Epoch 41 Batch 689/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.850 Epoch 41 Batch 690/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.890 Epoch 41 Batch 691/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.924 Epoch 41 Batch 692/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.966 Epoch 41 Batch 693/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.894 Epoch 41 Batch 694/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.878 Epoch 41 Batch 695/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.845 Epoch 41 Batch 696/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.910 Epoch 41 Batch 697/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.863 Epoch 41 Batch 698/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.870 Epoch 41 Batch 699/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.233, Loss: 0.885 Epoch 41 Batch 700/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.850 Epoch 41 Batch 701/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.851 Epoch 41 Batch 702/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.900 Epoch 41 Batch 703/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.884 Epoch 41 Batch 704/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.862 Epoch 41 Batch 705/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.875 Epoch 41 Batch 706/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.907 Epoch 41 Batch 707/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.911 Epoch 41 Batch 708/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.894 Epoch 41 Batch 709/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.887 Epoch 41 Batch 710/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.884 Epoch 41 Batch 711/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.932 Epoch 41 Batch 712/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.868 Epoch 41 Batch 713/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.232, Loss: 0.890 Epoch 41 Batch 714/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.232, Loss: 0.850 Epoch 41 Batch 715/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.921 Epoch 41 Batch 716/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.877 Epoch 41 Batch 717/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.870 Epoch 41 Batch 718/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.855 Epoch 41 Batch 719/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.923 Epoch 41 Batch 720/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.867 Epoch 41 Batch 721/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.856 Epoch 41 Batch 722/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.896 Epoch 41 Batch 723/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.867 Epoch 41 Batch 724/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.844 Epoch 41 Batch 725/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.833 Epoch 41 Batch 726/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.827 Epoch 41 Batch 727/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.908 Epoch 41 Batch 728/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.893 Epoch 41 Batch 729/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.891 Epoch 41 Batch 730/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.866 Epoch 41 Batch 731/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.912 Epoch 41 Batch 732/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.892 Epoch 41 Batch 733/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.845 Epoch 41 Batch 734/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.977 Epoch 41 Batch 735/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.900 Epoch 41 Batch 736/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.867 Epoch 41 Batch 737/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.900 Epoch 41 Batch 738/1077 - Train Accuracy: 0.290, Validation Accuracy: 0.233, Loss: 0.873 Epoch 41 Batch 739/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.866 Epoch 41 Batch 740/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.903 Epoch 41 Batch 741/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.935 Epoch 41 Batch 742/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.918 Epoch 41 Batch 743/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.895 Epoch 41 Batch 744/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.937 Epoch 41 Batch 745/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.894 Epoch 41 Batch 746/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.946 Epoch 41 Batch 747/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.886 Epoch 41 Batch 748/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.887 Epoch 41 Batch 749/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.928 Epoch 41 Batch 750/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.835 Epoch 41 Batch 751/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.910 Epoch 41 Batch 752/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.832 Epoch 41 Batch 753/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.824 Epoch 41 Batch 754/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.918 Epoch 41 Batch 755/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.917 Epoch 41 Batch 756/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.899 Epoch 41 Batch 757/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.874 Epoch 41 Batch 758/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.893 Epoch 41 Batch 759/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.865 Epoch 41 Batch 760/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.882 Epoch 41 Batch 761/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.860 Epoch 41 Batch 762/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.906 Epoch 41 Batch 763/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.873 Epoch 41 Batch 764/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.827 Epoch 41 Batch 765/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.942 Epoch 41 Batch 766/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.933 Epoch 41 Batch 767/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.838 Epoch 41 Batch 768/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.889 Epoch 41 Batch 769/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.873 Epoch 41 Batch 770/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.915 Epoch 41 Batch 771/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.889 Epoch 41 Batch 772/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.929 Epoch 41 Batch 773/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.928 Epoch 41 Batch 774/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.841 Epoch 41 Batch 775/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.851 Epoch 41 Batch 776/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.845 Epoch 41 Batch 777/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.875 Epoch 41 Batch 778/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.850 Epoch 41 Batch 779/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.845 Epoch 41 Batch 780/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.894 Epoch 41 Batch 781/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.894 Epoch 41 Batch 782/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.923 Epoch 41 Batch 783/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.877 Epoch 41 Batch 784/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.904 Epoch 41 Batch 785/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.860 Epoch 41 Batch 786/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.915 Epoch 41 Batch 787/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.858 Epoch 41 Batch 788/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.883 Epoch 41 Batch 789/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.920 Epoch 41 Batch 790/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.855 Epoch 41 Batch 791/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.838 Epoch 41 Batch 792/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.898 Epoch 41 Batch 793/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.856 Epoch 41 Batch 794/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.923 Epoch 41 Batch 795/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.883 Epoch 41 Batch 796/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.929 Epoch 41 Batch 797/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.859 Epoch 41 Batch 798/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.834 Epoch 41 Batch 799/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.876 Epoch 41 Batch 800/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.850 Epoch 41 Batch 801/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.895 Epoch 41 Batch 802/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.860 Epoch 41 Batch 803/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.919 Epoch 41 Batch 804/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.946 Epoch 41 Batch 805/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.830 Epoch 41 Batch 806/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.832 Epoch 41 Batch 807/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.921 Epoch 41 Batch 808/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.828 Epoch 41 Batch 809/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.915 Epoch 41 Batch 810/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.868 Epoch 41 Batch 811/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.883 Epoch 41 Batch 812/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.945 Epoch 41 Batch 813/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.911 Epoch 41 Batch 814/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.906 Epoch 41 Batch 815/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.856 Epoch 41 Batch 816/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.833 Epoch 41 Batch 817/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.901 Epoch 41 Batch 818/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.848 Epoch 41 Batch 819/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.857 Epoch 41 Batch 820/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.909 Epoch 41 Batch 821/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.892 Epoch 41 Batch 822/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.799 Epoch 41 Batch 823/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.922 Epoch 41 Batch 824/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.862 Epoch 41 Batch 825/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.927 Epoch 41 Batch 826/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.913 Epoch 41 Batch 827/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.887 Epoch 41 Batch 828/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.852 Epoch 41 Batch 829/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.886 Epoch 41 Batch 830/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.869 Epoch 41 Batch 831/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.233, Loss: 0.947 Epoch 41 Batch 832/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.947 Epoch 41 Batch 833/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.866 Epoch 41 Batch 834/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.233, Loss: 0.877 Epoch 41 Batch 835/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.900 Epoch 41 Batch 836/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.840 Epoch 41 Batch 837/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.848 Epoch 41 Batch 838/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.838 Epoch 41 Batch 839/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.879 Epoch 41 Batch 840/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.876 Epoch 41 Batch 841/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.836 Epoch 41 Batch 842/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.891 Epoch 41 Batch 843/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.843 Epoch 41 Batch 844/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.907 Epoch 41 Batch 845/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.890 Epoch 41 Batch 846/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.870 Epoch 41 Batch 847/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.891 Epoch 41 Batch 848/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.908 Epoch 41 Batch 849/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.858 Epoch 41 Batch 850/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.858 Epoch 41 Batch 851/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.878 Epoch 41 Batch 852/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.871 Epoch 41 Batch 853/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.847 Epoch 41 Batch 854/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.848 Epoch 41 Batch 855/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.906 Epoch 41 Batch 856/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.857 Epoch 41 Batch 857/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.906 Epoch 41 Batch 858/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.842 Epoch 41 Batch 859/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.856 Epoch 41 Batch 860/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.908 Epoch 41 Batch 861/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.879 Epoch 41 Batch 862/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.899 Epoch 41 Batch 863/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.853 Epoch 41 Batch 864/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.910 Epoch 41 Batch 865/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.234, Loss: 0.918 Epoch 41 Batch 866/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.849 Epoch 41 Batch 867/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.918 Epoch 41 Batch 868/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.865 Epoch 41 Batch 869/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.905 Epoch 41 Batch 870/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 0.872 Epoch 41 Batch 871/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.891 Epoch 41 Batch 872/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.831 Epoch 41 Batch 873/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.866 Epoch 41 Batch 874/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.913 Epoch 41 Batch 875/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 0.890 Epoch 41 Batch 876/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.856 Epoch 41 Batch 877/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.846 Epoch 41 Batch 878/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.884 Epoch 41 Batch 879/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.873 Epoch 41 Batch 880/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.840 Epoch 41 Batch 881/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.883 Epoch 41 Batch 882/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.946 Epoch 41 Batch 883/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.234, Loss: 0.916 Epoch 41 Batch 884/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.837 Epoch 41 Batch 885/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.234, Loss: 0.924 Epoch 41 Batch 886/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.870 Epoch 41 Batch 887/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.882 Epoch 41 Batch 888/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 0.839 Epoch 41 Batch 889/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 0.879 Epoch 41 Batch 890/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 0.914 Epoch 41 Batch 891/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 0.888 Epoch 41 Batch 892/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 0.971 Epoch 41 Batch 893/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.905 Epoch 41 Batch 894/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.912 Epoch 41 Batch 895/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.830 Epoch 41 Batch 896/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.234, Loss: 0.858 Epoch 41 Batch 897/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.828 Epoch 41 Batch 898/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.842 Epoch 41 Batch 899/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.902 Epoch 41 Batch 900/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.926 Epoch 41 Batch 901/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 0.891 Epoch 41 Batch 902/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.880 Epoch 41 Batch 903/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.863 Epoch 41 Batch 904/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.838 Epoch 41 Batch 905/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.846 Epoch 41 Batch 906/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.895 Epoch 41 Batch 907/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.926 Epoch 41 Batch 908/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.891 Epoch 41 Batch 909/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.893 Epoch 41 Batch 910/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.884 Epoch 41 Batch 911/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.233, Loss: 0.906 Epoch 41 Batch 912/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.865 Epoch 41 Batch 913/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.929 Epoch 41 Batch 914/1077 - Train Accuracy: 0.299, Validation Accuracy: 0.234, Loss: 0.922 Epoch 41 Batch 915/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.234, Loss: 0.846 Epoch 41 Batch 916/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.930 Epoch 41 Batch 917/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.920 Epoch 41 Batch 918/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.857 Epoch 41 Batch 919/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.233, Loss: 0.941 Epoch 41 Batch 920/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.869 Epoch 41 Batch 921/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.865 Epoch 41 Batch 922/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.234, Loss: 0.897 Epoch 41 Batch 923/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.234, Loss: 0.876 Epoch 41 Batch 924/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.233, Loss: 0.951 Epoch 41 Batch 925/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.873 Epoch 41 Batch 926/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.918 Epoch 41 Batch 927/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.232, Loss: 0.872 Epoch 41 Batch 928/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.904 Epoch 41 Batch 929/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.889 Epoch 41 Batch 930/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.842 Epoch 41 Batch 931/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.892 Epoch 41 Batch 932/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.886 Epoch 41 Batch 933/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.868 Epoch 41 Batch 934/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.853 Epoch 41 Batch 935/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.855 Epoch 41 Batch 936/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.896 Epoch 41 Batch 937/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.904 Epoch 41 Batch 938/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.906 Epoch 41 Batch 939/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.922 Epoch 41 Batch 940/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.854 Epoch 41 Batch 941/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.937 Epoch 41 Batch 942/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.930 Epoch 41 Batch 943/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.891 Epoch 41 Batch 944/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.846 Epoch 41 Batch 945/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.800 Epoch 41 Batch 946/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.872 Epoch 41 Batch 947/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.892 Epoch 41 Batch 948/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.910 Epoch 41 Batch 949/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.922 Epoch 41 Batch 950/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.903 Epoch 41 Batch 951/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.916 Epoch 41 Batch 952/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.868 Epoch 41 Batch 953/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.860 Epoch 41 Batch 954/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.921 Epoch 41 Batch 955/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.849 Epoch 41 Batch 956/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.895 Epoch 41 Batch 957/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.899 Epoch 41 Batch 958/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.906 Epoch 41 Batch 959/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.894 Epoch 41 Batch 960/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.877 Epoch 41 Batch 961/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.962 Epoch 41 Batch 962/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.831 Epoch 41 Batch 963/1077 - Train Accuracy: 0.072, Validation Accuracy: 0.231, Loss: 0.926 Epoch 41 Batch 964/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.909 Epoch 41 Batch 965/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.231, Loss: 0.927 Epoch 41 Batch 966/1077 - Train Accuracy: 0.267, Validation Accuracy: 0.232, Loss: 0.892 Epoch 41 Batch 967/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.880 Epoch 41 Batch 968/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.899 Epoch 41 Batch 969/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.903 Epoch 41 Batch 970/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.905 Epoch 41 Batch 971/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.889 Epoch 41 Batch 972/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.875 Epoch 41 Batch 973/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.897 Epoch 41 Batch 974/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.820 Epoch 41 Batch 975/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.916 Epoch 41 Batch 976/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.934 Epoch 41 Batch 977/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.877 Epoch 41 Batch 978/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.855 Epoch 41 Batch 979/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 0.840 Epoch 41 Batch 980/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.940 Epoch 41 Batch 981/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.867 Epoch 41 Batch 982/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.898 Epoch 41 Batch 983/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.879 Epoch 41 Batch 984/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.853 Epoch 41 Batch 985/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.829 Epoch 41 Batch 986/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.853 Epoch 41 Batch 987/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.896 Epoch 41 Batch 988/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.232, Loss: 0.896 Epoch 41 Batch 989/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.855 Epoch 41 Batch 990/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.948 Epoch 41 Batch 991/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.232, Loss: 0.918 Epoch 41 Batch 992/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.904 Epoch 41 Batch 993/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.909 Epoch 41 Batch 994/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.774 Epoch 41 Batch 995/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.860 Epoch 41 Batch 996/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.867 Epoch 41 Batch 997/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.937 Epoch 41 Batch 998/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.883 Epoch 41 Batch 999/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.894 Epoch 41 Batch 1000/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.898 Epoch 41 Batch 1001/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.232, Loss: 0.840 Epoch 41 Batch 1002/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.844 Epoch 41 Batch 1003/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.867 Epoch 41 Batch 1004/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.818 Epoch 41 Batch 1005/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.916 Epoch 41 Batch 1006/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.866 Epoch 41 Batch 1007/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.889 Epoch 41 Batch 1008/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.897 Epoch 41 Batch 1009/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.891 Epoch 41 Batch 1010/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.846 Epoch 41 Batch 1011/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.875 Epoch 41 Batch 1012/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.231, Loss: 0.909 Epoch 41 Batch 1013/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.850 Epoch 41 Batch 1014/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.910 Epoch 41 Batch 1015/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.908 Epoch 41 Batch 1016/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.874 Epoch 41 Batch 1017/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.232, Loss: 0.851 Epoch 41 Batch 1018/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.937 Epoch 41 Batch 1019/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.906 Epoch 41 Batch 1020/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.888 Epoch 41 Batch 1021/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.835 Epoch 41 Batch 1022/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.862 Epoch 41 Batch 1023/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.232, Loss: 0.942 Epoch 41 Batch 1024/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.832 Epoch 41 Batch 1025/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.919 Epoch 41 Batch 1026/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.927 Epoch 41 Batch 1027/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.874 Epoch 41 Batch 1028/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.900 Epoch 41 Batch 1029/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.899 Epoch 41 Batch 1030/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.881 Epoch 41 Batch 1031/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.922 Epoch 41 Batch 1032/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.921 Epoch 41 Batch 1033/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.885 Epoch 41 Batch 1034/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.872 Epoch 41 Batch 1035/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.854 Epoch 41 Batch 1036/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.909 Epoch 41 Batch 1037/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.875 Epoch 41 Batch 1038/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.904 Epoch 41 Batch 1039/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.885 Epoch 41 Batch 1040/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.887 Epoch 41 Batch 1041/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.853 Epoch 41 Batch 1042/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.892 Epoch 41 Batch 1043/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.232, Loss: 0.860 Epoch 41 Batch 1044/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.968 Epoch 41 Batch 1045/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.822 Epoch 41 Batch 1046/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.882 Epoch 41 Batch 1047/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.858 Epoch 41 Batch 1048/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.869 Epoch 41 Batch 1049/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.845 Epoch 41 Batch 1050/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.822 Epoch 41 Batch 1051/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.861 Epoch 41 Batch 1052/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.874 Epoch 41 Batch 1053/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.863 Epoch 41 Batch 1054/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.901 Epoch 41 Batch 1055/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.918 Epoch 41 Batch 1056/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.884 Epoch 41 Batch 1057/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.867 Epoch 41 Batch 1058/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 1.000 Epoch 41 Batch 1059/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.904 Epoch 41 Batch 1060/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.853 Epoch 41 Batch 1061/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.975 Epoch 41 Batch 1062/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.908 Epoch 41 Batch 1063/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.857 Epoch 41 Batch 1064/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.895 Epoch 41 Batch 1065/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.896 Epoch 41 Batch 1066/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.910 Epoch 41 Batch 1067/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.887 Epoch 41 Batch 1068/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.892 Epoch 41 Batch 1069/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.887 Epoch 41 Batch 1070/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.856 Epoch 41 Batch 1071/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.868 Epoch 41 Batch 1072/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.923 Epoch 41 Batch 1073/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.865 Epoch 41 Batch 1074/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.875 Epoch 41 Batch 1075/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.863 Epoch 42 Batch 0/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.833 Epoch 42 Batch 1/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.838 Epoch 42 Batch 2/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.889 Epoch 42 Batch 3/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.922 Epoch 42 Batch 4/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.846 Epoch 42 Batch 5/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.848 Epoch 42 Batch 6/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.864 Epoch 42 Batch 7/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.233, Loss: 0.878 Epoch 42 Batch 8/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.881 Epoch 42 Batch 9/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.892 Epoch 42 Batch 10/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.860 Epoch 42 Batch 11/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.914 Epoch 42 Batch 12/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.896 Epoch 42 Batch 13/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.888 Epoch 42 Batch 14/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.916 Epoch 42 Batch 15/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.883 Epoch 42 Batch 16/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.924 Epoch 42 Batch 17/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.855 Epoch 42 Batch 18/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.907 Epoch 42 Batch 19/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.848 Epoch 42 Batch 20/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.838 Epoch 42 Batch 21/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.893 Epoch 42 Batch 22/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.885 Epoch 42 Batch 23/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.862 Epoch 42 Batch 24/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.875 Epoch 42 Batch 25/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.886 Epoch 42 Batch 26/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.910 Epoch 42 Batch 27/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.915 Epoch 42 Batch 28/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.866 Epoch 42 Batch 29/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.893 Epoch 42 Batch 30/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.901 Epoch 42 Batch 31/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.874 Epoch 42 Batch 32/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.906 Epoch 42 Batch 33/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.923 Epoch 42 Batch 34/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.902 Epoch 42 Batch 35/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.902 Epoch 42 Batch 36/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.873 Epoch 42 Batch 37/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.922 Epoch 42 Batch 38/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 0.844 Epoch 42 Batch 39/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.819 Epoch 42 Batch 40/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.888 Epoch 42 Batch 41/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.861 Epoch 42 Batch 42/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.851 Epoch 42 Batch 43/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.233, Loss: 0.942 Epoch 42 Batch 44/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.855 Epoch 42 Batch 45/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.888 Epoch 42 Batch 46/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.911 Epoch 42 Batch 47/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.887 Epoch 42 Batch 48/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.885 Epoch 42 Batch 49/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.233, Loss: 0.871 Epoch 42 Batch 50/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.948 Epoch 42 Batch 51/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.924 Epoch 42 Batch 52/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.927 Epoch 42 Batch 53/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.232, Loss: 0.866 Epoch 42 Batch 54/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.906 Epoch 42 Batch 55/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.795 Epoch 42 Batch 56/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.904 Epoch 42 Batch 57/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.232, Loss: 0.844 Epoch 42 Batch 58/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.970 Epoch 42 Batch 59/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.858 Epoch 42 Batch 60/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.877 Epoch 42 Batch 61/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.893 Epoch 42 Batch 62/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.890 Epoch 42 Batch 63/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.839 Epoch 42 Batch 64/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.975 Epoch 42 Batch 65/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.872 Epoch 42 Batch 66/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.232, Loss: 0.850 Epoch 42 Batch 67/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.889 Epoch 42 Batch 68/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.860 Epoch 42 Batch 69/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.900 Epoch 42 Batch 70/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.919 Epoch 42 Batch 71/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.845 Epoch 42 Batch 72/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.928 Epoch 42 Batch 73/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.905 Epoch 42 Batch 74/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.911 Epoch 42 Batch 75/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.896 Epoch 42 Batch 76/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.871 Epoch 42 Batch 77/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.896 Epoch 42 Batch 78/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.231, Loss: 0.840 Epoch 42 Batch 79/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.920 Epoch 42 Batch 80/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.880 Epoch 42 Batch 81/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.231, Loss: 0.953 Epoch 42 Batch 82/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.231, Loss: 0.865 Epoch 42 Batch 83/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.876 Epoch 42 Batch 84/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.892 Epoch 42 Batch 85/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.841 Epoch 42 Batch 86/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.831 Epoch 42 Batch 87/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.906 Epoch 42 Batch 88/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.948 Epoch 42 Batch 89/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.830 Epoch 42 Batch 90/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.852 Epoch 42 Batch 91/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.863 Epoch 42 Batch 92/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.841 Epoch 42 Batch 93/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.837 Epoch 42 Batch 94/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.869 Epoch 42 Batch 95/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.852 Epoch 42 Batch 96/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.851 Epoch 42 Batch 97/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.888 Epoch 42 Batch 98/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.871 Epoch 42 Batch 99/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.898 Epoch 42 Batch 100/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.862 Epoch 42 Batch 101/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.843 Epoch 42 Batch 102/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.862 Epoch 42 Batch 103/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.832 Epoch 42 Batch 104/1077 - Train Accuracy: 0.102, Validation Accuracy: 0.232, Loss: 0.902 Epoch 42 Batch 105/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.877 Epoch 42 Batch 106/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.232, Loss: 0.916 Epoch 42 Batch 107/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.919 Epoch 42 Batch 108/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.232, Loss: 0.919 Epoch 42 Batch 109/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.856 Epoch 42 Batch 110/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.232, Loss: 0.813 Epoch 42 Batch 111/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.870 Epoch 42 Batch 112/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.832 Epoch 42 Batch 113/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.836 Epoch 42 Batch 114/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.909 Epoch 42 Batch 115/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.837 Epoch 42 Batch 116/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.873 Epoch 42 Batch 117/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.948 Epoch 42 Batch 118/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.867 Epoch 42 Batch 119/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.938 Epoch 42 Batch 120/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.885 Epoch 42 Batch 121/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.918 Epoch 42 Batch 122/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.943 Epoch 42 Batch 123/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.847 Epoch 42 Batch 124/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.926 Epoch 42 Batch 125/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.870 Epoch 42 Batch 126/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.908 Epoch 42 Batch 127/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.875 Epoch 42 Batch 128/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.863 Epoch 42 Batch 129/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.905 Epoch 42 Batch 130/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.904 Epoch 42 Batch 131/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.859 Epoch 42 Batch 132/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.826 Epoch 42 Batch 133/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.849 Epoch 42 Batch 134/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.923 Epoch 42 Batch 135/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.846 Epoch 42 Batch 136/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.874 Epoch 42 Batch 137/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.818 Epoch 42 Batch 138/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.852 Epoch 42 Batch 139/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.854 Epoch 42 Batch 140/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.883 Epoch 42 Batch 141/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.823 Epoch 42 Batch 142/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.932 Epoch 42 Batch 143/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.842 Epoch 42 Batch 144/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.861 Epoch 42 Batch 145/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.923 Epoch 42 Batch 146/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.888 Epoch 42 Batch 147/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.870 Epoch 42 Batch 148/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.887 Epoch 42 Batch 149/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.875 Epoch 42 Batch 150/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.890 Epoch 42 Batch 151/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.877 Epoch 42 Batch 152/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.898 Epoch 42 Batch 153/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.876 Epoch 42 Batch 154/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.806 Epoch 42 Batch 155/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.925 Epoch 42 Batch 156/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.905 Epoch 42 Batch 157/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.898 Epoch 42 Batch 158/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.926 Epoch 42 Batch 159/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.867 Epoch 42 Batch 160/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.846 Epoch 42 Batch 161/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.877 Epoch 42 Batch 162/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.843 Epoch 42 Batch 163/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.917 Epoch 42 Batch 164/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.909 Epoch 42 Batch 165/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.897 Epoch 42 Batch 166/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.885 Epoch 42 Batch 167/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.884 Epoch 42 Batch 168/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.913 Epoch 42 Batch 169/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.895 Epoch 42 Batch 170/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.837 Epoch 42 Batch 171/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.232, Loss: 0.915 Epoch 42 Batch 172/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.880 Epoch 42 Batch 173/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.232, Loss: 0.936 Epoch 42 Batch 174/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.870 Epoch 42 Batch 175/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.885 Epoch 42 Batch 176/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.840 Epoch 42 Batch 177/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.932 Epoch 42 Batch 178/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.845 Epoch 42 Batch 179/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.878 Epoch 42 Batch 180/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.910 Epoch 42 Batch 181/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.914 Epoch 42 Batch 182/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.888 Epoch 42 Batch 183/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.858 Epoch 42 Batch 184/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.834 Epoch 42 Batch 185/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.935 Epoch 42 Batch 186/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.889 Epoch 42 Batch 187/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.800 Epoch 42 Batch 188/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.917 Epoch 42 Batch 189/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.887 Epoch 42 Batch 190/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.858 Epoch 42 Batch 191/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.232, Loss: 0.888 Epoch 42 Batch 192/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.875 Epoch 42 Batch 193/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.878 Epoch 42 Batch 194/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.908 Epoch 42 Batch 195/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.890 Epoch 42 Batch 196/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.855 Epoch 42 Batch 197/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.889 Epoch 42 Batch 198/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.888 Epoch 42 Batch 199/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.846 Epoch 42 Batch 200/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.897 Epoch 42 Batch 201/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.845 Epoch 42 Batch 202/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.862 Epoch 42 Batch 203/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.879 Epoch 42 Batch 204/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.883 Epoch 42 Batch 205/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.908 Epoch 42 Batch 206/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.905 Epoch 42 Batch 207/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.927 Epoch 42 Batch 208/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.891 Epoch 42 Batch 209/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.847 Epoch 42 Batch 210/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.863 Epoch 42 Batch 211/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.891 Epoch 42 Batch 212/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.843 Epoch 42 Batch 213/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.855 Epoch 42 Batch 214/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.848 Epoch 42 Batch 215/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.866 Epoch 42 Batch 216/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.837 Epoch 42 Batch 217/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.846 Epoch 42 Batch 218/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.231, Loss: 0.901 Epoch 42 Batch 219/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.231, Loss: 0.878 Epoch 42 Batch 220/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.231, Loss: 0.872 Epoch 42 Batch 221/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.827 Epoch 42 Batch 222/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.911 Epoch 42 Batch 223/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.917 Epoch 42 Batch 224/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.924 Epoch 42 Batch 225/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.831 Epoch 42 Batch 226/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.920 Epoch 42 Batch 227/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.869 Epoch 42 Batch 228/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.893 Epoch 42 Batch 229/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.914 Epoch 42 Batch 230/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.851 Epoch 42 Batch 231/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.860 Epoch 42 Batch 232/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.825 Epoch 42 Batch 233/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.894 Epoch 42 Batch 234/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.232, Loss: 0.941 Epoch 42 Batch 235/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.853 Epoch 42 Batch 236/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.899 Epoch 42 Batch 237/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.835 Epoch 42 Batch 238/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.883 Epoch 42 Batch 239/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.885 Epoch 42 Batch 240/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.881 Epoch 42 Batch 241/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.871 Epoch 42 Batch 242/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.865 Epoch 42 Batch 243/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.869 Epoch 42 Batch 244/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.232, Loss: 0.882 Epoch 42 Batch 245/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.899 Epoch 42 Batch 246/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.852 Epoch 42 Batch 247/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.832 Epoch 42 Batch 248/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.922 Epoch 42 Batch 249/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.876 Epoch 42 Batch 250/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.233, Loss: 0.914 Epoch 42 Batch 251/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.905 Epoch 42 Batch 252/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.884 Epoch 42 Batch 253/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.233, Loss: 0.892 Epoch 42 Batch 254/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.882 Epoch 42 Batch 255/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.896 Epoch 42 Batch 256/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.908 Epoch 42 Batch 257/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.869 Epoch 42 Batch 258/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.854 Epoch 42 Batch 259/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.850 Epoch 42 Batch 260/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.927 Epoch 42 Batch 261/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.845 Epoch 42 Batch 262/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.884 Epoch 42 Batch 263/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.830 Epoch 42 Batch 264/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.892 Epoch 42 Batch 265/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.924 Epoch 42 Batch 266/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.875 Epoch 42 Batch 267/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.232, Loss: 0.842 Epoch 42 Batch 268/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.890 Epoch 42 Batch 269/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.887 Epoch 42 Batch 270/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.850 Epoch 42 Batch 271/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.839 Epoch 42 Batch 272/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.892 Epoch 42 Batch 273/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.909 Epoch 42 Batch 274/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.893 Epoch 42 Batch 275/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.913 Epoch 42 Batch 276/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.916 Epoch 42 Batch 277/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.898 Epoch 42 Batch 278/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.884 Epoch 42 Batch 279/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.869 Epoch 42 Batch 280/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.976 Epoch 42 Batch 281/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.912 Epoch 42 Batch 282/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.914 Epoch 42 Batch 283/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.860 Epoch 42 Batch 284/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.896 Epoch 42 Batch 285/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.880 Epoch 42 Batch 286/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.910 Epoch 42 Batch 287/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.891 Epoch 42 Batch 288/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.900 Epoch 42 Batch 289/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.824 Epoch 42 Batch 290/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.878 Epoch 42 Batch 291/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.883 Epoch 42 Batch 292/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.818 Epoch 42 Batch 293/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.920 Epoch 42 Batch 294/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.232, Loss: 0.838 Epoch 42 Batch 295/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.807 Epoch 42 Batch 296/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.917 Epoch 42 Batch 297/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.927 Epoch 42 Batch 298/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.914 Epoch 42 Batch 299/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.903 Epoch 42 Batch 300/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.921 Epoch 42 Batch 301/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.933 Epoch 42 Batch 302/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.890 Epoch 42 Batch 303/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.232, Loss: 0.915 Epoch 42 Batch 304/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.861 Epoch 42 Batch 305/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.894 Epoch 42 Batch 306/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.852 Epoch 42 Batch 307/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.933 Epoch 42 Batch 308/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.895 Epoch 42 Batch 309/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.884 Epoch 42 Batch 310/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.860 Epoch 42 Batch 311/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.232, Loss: 0.909 Epoch 42 Batch 312/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.876 Epoch 42 Batch 313/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.893 Epoch 42 Batch 314/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.870 Epoch 42 Batch 315/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.895 Epoch 42 Batch 316/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.849 Epoch 42 Batch 317/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.873 Epoch 42 Batch 318/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.808 Epoch 42 Batch 319/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.909 Epoch 42 Batch 320/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.904 Epoch 42 Batch 321/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.914 Epoch 42 Batch 322/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.232, Loss: 0.888 Epoch 42 Batch 323/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.874 Epoch 42 Batch 324/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.843 Epoch 42 Batch 325/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.900 Epoch 42 Batch 326/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.832 Epoch 42 Batch 327/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.870 Epoch 42 Batch 328/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.880 Epoch 42 Batch 329/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.892 Epoch 42 Batch 330/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.884 Epoch 42 Batch 331/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.871 Epoch 42 Batch 332/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.851 Epoch 42 Batch 333/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.860 Epoch 42 Batch 334/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.921 Epoch 42 Batch 335/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.855 Epoch 42 Batch 336/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.902 Epoch 42 Batch 337/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.911 Epoch 42 Batch 338/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.893 Epoch 42 Batch 339/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.863 Epoch 42 Batch 340/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.957 Epoch 42 Batch 341/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.855 Epoch 42 Batch 342/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.877 Epoch 42 Batch 343/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.911 Epoch 42 Batch 344/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.868 Epoch 42 Batch 345/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.860 Epoch 42 Batch 346/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.911 Epoch 42 Batch 347/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.902 Epoch 42 Batch 348/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.911 Epoch 42 Batch 349/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.875 Epoch 42 Batch 350/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.866 Epoch 42 Batch 351/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.876 Epoch 42 Batch 352/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.854 Epoch 42 Batch 353/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.920 Epoch 42 Batch 354/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.932 Epoch 42 Batch 355/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.850 Epoch 42 Batch 356/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.964 Epoch 42 Batch 357/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.853 Epoch 42 Batch 358/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.868 Epoch 42 Batch 359/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.886 Epoch 42 Batch 360/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.844 Epoch 42 Batch 361/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.847 Epoch 42 Batch 362/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.864 Epoch 42 Batch 363/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.891 Epoch 42 Batch 364/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.905 Epoch 42 Batch 365/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.918 Epoch 42 Batch 366/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.837 Epoch 42 Batch 367/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.922 Epoch 42 Batch 368/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.935 Epoch 42 Batch 369/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.894 Epoch 42 Batch 370/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.936 Epoch 42 Batch 371/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.898 Epoch 42 Batch 372/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.782 Epoch 42 Batch 373/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.916 Epoch 42 Batch 374/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.879 Epoch 42 Batch 375/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.232, Loss: 0.916 Epoch 42 Batch 376/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.232, Loss: 0.896 Epoch 42 Batch 377/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.817 Epoch 42 Batch 378/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.870 Epoch 42 Batch 379/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.856 Epoch 42 Batch 380/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.892 Epoch 42 Batch 381/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.838 Epoch 42 Batch 382/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.858 Epoch 42 Batch 383/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.900 Epoch 42 Batch 384/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.850 Epoch 42 Batch 385/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.829 Epoch 42 Batch 386/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.861 Epoch 42 Batch 387/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.823 Epoch 42 Batch 388/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.233, Loss: 0.898 Epoch 42 Batch 389/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.840 Epoch 42 Batch 390/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.934 Epoch 42 Batch 391/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.877 Epoch 42 Batch 392/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.943 Epoch 42 Batch 393/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.842 Epoch 42 Batch 394/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.845 Epoch 42 Batch 395/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.958 Epoch 42 Batch 396/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.929 Epoch 42 Batch 397/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.846 Epoch 42 Batch 398/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.854 Epoch 42 Batch 399/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.959 Epoch 42 Batch 400/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.859 Epoch 42 Batch 401/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.920 Epoch 42 Batch 402/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.880 Epoch 42 Batch 403/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.894 Epoch 42 Batch 404/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.879 Epoch 42 Batch 405/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.885 Epoch 42 Batch 406/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.850 Epoch 42 Batch 407/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.826 Epoch 42 Batch 408/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.830 Epoch 42 Batch 409/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.864 Epoch 42 Batch 410/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.233, Loss: 0.893 Epoch 42 Batch 411/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.934 Epoch 42 Batch 412/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.897 Epoch 42 Batch 413/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.894 Epoch 42 Batch 414/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.816 Epoch 42 Batch 415/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.824 Epoch 42 Batch 416/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.883 Epoch 42 Batch 417/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.952 Epoch 42 Batch 418/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.862 Epoch 42 Batch 419/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.864 Epoch 42 Batch 420/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.841 Epoch 42 Batch 421/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.848 Epoch 42 Batch 422/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.923 Epoch 42 Batch 423/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.838 Epoch 42 Batch 424/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.886 Epoch 42 Batch 425/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.938 Epoch 42 Batch 426/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.872 Epoch 42 Batch 427/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.880 Epoch 42 Batch 428/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.232, Loss: 0.849 Epoch 42 Batch 429/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.828 Epoch 42 Batch 430/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.919 Epoch 42 Batch 431/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.975 Epoch 42 Batch 432/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.879 Epoch 42 Batch 433/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.859 Epoch 42 Batch 434/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.849 Epoch 42 Batch 435/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.836 Epoch 42 Batch 436/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.874 Epoch 42 Batch 437/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.860 Epoch 42 Batch 438/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.881 Epoch 42 Batch 439/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.862 Epoch 42 Batch 440/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.876 Epoch 42 Batch 441/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.877 Epoch 42 Batch 442/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.819 Epoch 42 Batch 443/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.897 Epoch 42 Batch 444/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.899 Epoch 42 Batch 445/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.893 Epoch 42 Batch 446/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.829 Epoch 42 Batch 447/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.849 Epoch 42 Batch 448/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.866 Epoch 42 Batch 449/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.859 Epoch 42 Batch 450/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.889 Epoch 42 Batch 451/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.882 Epoch 42 Batch 452/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.993 Epoch 42 Batch 453/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.874 Epoch 42 Batch 454/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.886 Epoch 42 Batch 455/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.232, Loss: 0.885 Epoch 42 Batch 456/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.836 Epoch 42 Batch 457/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.848 Epoch 42 Batch 458/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.232, Loss: 0.892 Epoch 42 Batch 459/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.895 Epoch 42 Batch 460/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.807 Epoch 42 Batch 461/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.824 Epoch 42 Batch 462/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.879 Epoch 42 Batch 463/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.827 Epoch 42 Batch 464/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.232, Loss: 0.872 Epoch 42 Batch 465/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.905 Epoch 42 Batch 466/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.902 Epoch 42 Batch 467/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.846 Epoch 42 Batch 468/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.871 Epoch 42 Batch 469/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.843 Epoch 42 Batch 470/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.880 Epoch 42 Batch 471/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.874 Epoch 42 Batch 472/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.882 Epoch 42 Batch 473/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.869 Epoch 42 Batch 474/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.902 Epoch 42 Batch 475/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.926 Epoch 42 Batch 476/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.232, Loss: 0.867 Epoch 42 Batch 477/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.232, Loss: 0.884 Epoch 42 Batch 478/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.836 Epoch 42 Batch 479/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.841 Epoch 42 Batch 480/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.848 Epoch 42 Batch 481/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.872 Epoch 42 Batch 482/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.927 Epoch 42 Batch 483/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.911 Epoch 42 Batch 484/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.912 Epoch 42 Batch 485/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.843 Epoch 42 Batch 486/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.935 Epoch 42 Batch 487/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.869 Epoch 42 Batch 488/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.906 Epoch 42 Batch 489/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.882 Epoch 42 Batch 490/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.952 Epoch 42 Batch 491/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.921 Epoch 42 Batch 492/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.933 Epoch 42 Batch 493/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.934 Epoch 42 Batch 494/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.862 Epoch 42 Batch 495/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.896 Epoch 42 Batch 496/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.876 Epoch 42 Batch 497/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.900 Epoch 42 Batch 498/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.838 Epoch 42 Batch 499/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.231, Loss: 0.878 Epoch 42 Batch 500/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.883 Epoch 42 Batch 501/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.874 Epoch 42 Batch 502/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.830 Epoch 42 Batch 503/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.886 Epoch 42 Batch 504/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.941 Epoch 42 Batch 505/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.972 Epoch 42 Batch 506/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.930 Epoch 42 Batch 507/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.231, Loss: 0.920 Epoch 42 Batch 508/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.898 Epoch 42 Batch 509/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.922 Epoch 42 Batch 510/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.903 Epoch 42 Batch 511/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.907 Epoch 42 Batch 512/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.886 Epoch 42 Batch 513/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.935 Epoch 42 Batch 514/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.882 Epoch 42 Batch 515/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.826 Epoch 42 Batch 516/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.878 Epoch 42 Batch 517/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.883 Epoch 42 Batch 518/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.915 Epoch 42 Batch 519/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.884 Epoch 42 Batch 520/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.815 Epoch 42 Batch 521/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.888 Epoch 42 Batch 522/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.906 Epoch 42 Batch 523/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.853 Epoch 42 Batch 524/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.870 Epoch 42 Batch 525/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.948 Epoch 42 Batch 526/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.880 Epoch 42 Batch 527/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.231, Loss: 0.919 Epoch 42 Batch 528/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.921 Epoch 42 Batch 529/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.871 Epoch 42 Batch 530/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.859 Epoch 42 Batch 531/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.960 Epoch 42 Batch 532/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.880 Epoch 42 Batch 533/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.852 Epoch 42 Batch 534/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.817 Epoch 42 Batch 535/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.854 Epoch 42 Batch 536/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.878 Epoch 42 Batch 537/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.862 Epoch 42 Batch 538/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.906 Epoch 42 Batch 539/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.922 Epoch 42 Batch 540/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.948 Epoch 42 Batch 541/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.874 Epoch 42 Batch 542/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.868 Epoch 42 Batch 543/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.874 Epoch 42 Batch 544/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.846 Epoch 42 Batch 545/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.850 Epoch 42 Batch 546/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.884 Epoch 42 Batch 547/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.952 Epoch 42 Batch 548/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.860 Epoch 42 Batch 549/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.932 Epoch 42 Batch 550/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.891 Epoch 42 Batch 551/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.928 Epoch 42 Batch 552/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.876 Epoch 42 Batch 553/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.891 Epoch 42 Batch 554/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.843 Epoch 42 Batch 555/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.921 Epoch 42 Batch 556/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.932 Epoch 42 Batch 557/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.853 Epoch 42 Batch 558/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.813 Epoch 42 Batch 559/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.883 Epoch 42 Batch 560/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.858 Epoch 42 Batch 561/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.878 Epoch 42 Batch 562/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.839 Epoch 42 Batch 563/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.826 Epoch 42 Batch 564/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.231, Loss: 0.845 Epoch 42 Batch 565/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.868 Epoch 42 Batch 566/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.852 Epoch 42 Batch 567/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.873 Epoch 42 Batch 568/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.972 Epoch 42 Batch 569/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.845 Epoch 42 Batch 570/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.874 Epoch 42 Batch 571/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.853 Epoch 42 Batch 572/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.852 Epoch 42 Batch 573/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.851 Epoch 42 Batch 574/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.928 Epoch 42 Batch 575/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.880 Epoch 42 Batch 576/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.899 Epoch 42 Batch 577/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.933 Epoch 42 Batch 578/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.891 Epoch 42 Batch 579/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.901 Epoch 42 Batch 580/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.901 Epoch 42 Batch 581/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.914 Epoch 42 Batch 582/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.872 Epoch 42 Batch 583/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.854 Epoch 42 Batch 584/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.870 Epoch 42 Batch 585/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.875 Epoch 42 Batch 586/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.872 Epoch 42 Batch 587/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.918 Epoch 42 Batch 588/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.901 Epoch 42 Batch 589/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.885 Epoch 42 Batch 590/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.788 Epoch 42 Batch 591/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.232, Loss: 0.907 Epoch 42 Batch 592/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.885 Epoch 42 Batch 593/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.928 Epoch 42 Batch 594/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.898 Epoch 42 Batch 595/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.845 Epoch 42 Batch 596/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.946 Epoch 42 Batch 597/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.232, Loss: 0.864 Epoch 42 Batch 598/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.869 Epoch 42 Batch 599/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.922 Epoch 42 Batch 600/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.873 Epoch 42 Batch 601/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.841 Epoch 42 Batch 602/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.850 Epoch 42 Batch 603/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.888 Epoch 42 Batch 604/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.966 Epoch 42 Batch 605/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.810 Epoch 42 Batch 606/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.916 Epoch 42 Batch 607/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.231, Loss: 0.914 Epoch 42 Batch 608/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.887 Epoch 42 Batch 609/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.877 Epoch 42 Batch 610/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.949 Epoch 42 Batch 611/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.846 Epoch 42 Batch 612/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.866 Epoch 42 Batch 613/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.873 Epoch 42 Batch 614/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.906 Epoch 42 Batch 615/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.857 Epoch 42 Batch 616/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.891 Epoch 42 Batch 617/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.859 Epoch 42 Batch 618/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.940 Epoch 42 Batch 619/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.232, Loss: 0.873 Epoch 42 Batch 620/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.905 Epoch 42 Batch 621/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.904 Epoch 42 Batch 622/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.862 Epoch 42 Batch 623/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.933 Epoch 42 Batch 624/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.892 Epoch 42 Batch 625/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.897 Epoch 42 Batch 626/1077 - Train Accuracy: 0.223, Validation Accuracy: 0.231, Loss: 0.897 Epoch 42 Batch 627/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.846 Epoch 42 Batch 628/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.863 Epoch 42 Batch 629/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.963 Epoch 42 Batch 630/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.888 Epoch 42 Batch 631/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.877 Epoch 42 Batch 632/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.870 Epoch 42 Batch 633/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.870 Epoch 42 Batch 634/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.922 Epoch 42 Batch 635/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.879 Epoch 42 Batch 636/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.865 Epoch 42 Batch 637/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.855 Epoch 42 Batch 638/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.862 Epoch 42 Batch 639/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.918 Epoch 42 Batch 640/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.872 Epoch 42 Batch 641/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.841 Epoch 42 Batch 642/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.907 Epoch 42 Batch 643/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.843 Epoch 42 Batch 644/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.915 Epoch 42 Batch 645/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.877 Epoch 42 Batch 646/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.943 Epoch 42 Batch 647/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.884 Epoch 42 Batch 648/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.851 Epoch 42 Batch 649/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.817 Epoch 42 Batch 650/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.891 Epoch 42 Batch 651/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.842 Epoch 42 Batch 652/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.916 Epoch 42 Batch 653/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.232, Loss: 0.875 Epoch 42 Batch 654/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.894 Epoch 42 Batch 655/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.811 Epoch 42 Batch 656/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.875 Epoch 42 Batch 657/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.867 Epoch 42 Batch 658/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.844 Epoch 42 Batch 659/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.860 Epoch 42 Batch 660/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.875 Epoch 42 Batch 661/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.901 Epoch 42 Batch 662/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.884 Epoch 42 Batch 663/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.918 Epoch 42 Batch 664/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.856 Epoch 42 Batch 665/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.938 Epoch 42 Batch 666/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 0.884 Epoch 42 Batch 667/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 1.001 Epoch 42 Batch 668/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.897 Epoch 42 Batch 669/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.895 Epoch 42 Batch 670/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.232, Loss: 0.877 Epoch 42 Batch 671/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.895 Epoch 42 Batch 672/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.855 Epoch 42 Batch 673/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.918 Epoch 42 Batch 674/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.903 Epoch 42 Batch 675/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.873 Epoch 42 Batch 676/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.231, Loss: 0.920 Epoch 42 Batch 677/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.862 Epoch 42 Batch 678/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.826 Epoch 42 Batch 679/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.901 Epoch 42 Batch 680/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.846 Epoch 42 Batch 681/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.932 Epoch 42 Batch 682/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.231, Loss: 0.914 Epoch 42 Batch 683/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.894 Epoch 42 Batch 684/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.892 Epoch 42 Batch 685/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.916 Epoch 42 Batch 686/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.844 Epoch 42 Batch 687/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.924 Epoch 42 Batch 688/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.893 Epoch 42 Batch 689/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.921 Epoch 42 Batch 690/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.923 Epoch 42 Batch 691/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.905 Epoch 42 Batch 692/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.855 Epoch 42 Batch 693/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.856 Epoch 42 Batch 694/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.874 Epoch 42 Batch 695/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.902 Epoch 42 Batch 696/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.894 Epoch 42 Batch 697/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.868 Epoch 42 Batch 698/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.922 Epoch 42 Batch 699/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.232, Loss: 0.857 Epoch 42 Batch 700/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.902 Epoch 42 Batch 701/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.851 Epoch 42 Batch 702/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.897 Epoch 42 Batch 703/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.806 Epoch 42 Batch 704/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.894 Epoch 42 Batch 705/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.880 Epoch 42 Batch 706/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.909 Epoch 42 Batch 707/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.841 Epoch 42 Batch 708/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.892 Epoch 42 Batch 709/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.875 Epoch 42 Batch 710/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.924 Epoch 42 Batch 711/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.907 Epoch 42 Batch 712/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.877 Epoch 42 Batch 713/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.232, Loss: 0.922 Epoch 42 Batch 714/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.232, Loss: 0.883 Epoch 42 Batch 715/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.880 Epoch 42 Batch 716/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.793 Epoch 42 Batch 717/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.880 Epoch 42 Batch 718/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.828 Epoch 42 Batch 719/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.828 Epoch 42 Batch 720/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.894 Epoch 42 Batch 721/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.884 Epoch 42 Batch 722/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.891 Epoch 42 Batch 723/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.904 Epoch 42 Batch 724/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.892 Epoch 42 Batch 725/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.827 Epoch 42 Batch 726/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.871 Epoch 42 Batch 727/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.818 Epoch 42 Batch 728/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.862 Epoch 42 Batch 729/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.910 Epoch 42 Batch 730/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.859 Epoch 42 Batch 731/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.888 Epoch 42 Batch 732/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.958 Epoch 42 Batch 733/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.845 Epoch 42 Batch 734/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.869 Epoch 42 Batch 735/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.823 Epoch 42 Batch 736/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.898 Epoch 42 Batch 737/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.898 Epoch 42 Batch 738/1077 - Train Accuracy: 0.290, Validation Accuracy: 0.232, Loss: 0.905 Epoch 42 Batch 739/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.863 Epoch 42 Batch 740/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.900 Epoch 42 Batch 741/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.974 Epoch 42 Batch 742/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.898 Epoch 42 Batch 743/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.890 Epoch 42 Batch 744/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.933 Epoch 42 Batch 745/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.868 Epoch 42 Batch 746/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.842 Epoch 42 Batch 747/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.846 Epoch 42 Batch 748/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.870 Epoch 42 Batch 749/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.858 Epoch 42 Batch 750/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.903 Epoch 42 Batch 751/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.913 Epoch 42 Batch 752/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.857 Epoch 42 Batch 753/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.874 Epoch 42 Batch 754/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.919 Epoch 42 Batch 755/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.873 Epoch 42 Batch 756/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.960 Epoch 42 Batch 757/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.917 Epoch 42 Batch 758/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.925 Epoch 42 Batch 759/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.856 Epoch 42 Batch 760/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.855 Epoch 42 Batch 761/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.857 Epoch 42 Batch 762/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.850 Epoch 42 Batch 763/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.906 Epoch 42 Batch 764/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.889 Epoch 42 Batch 765/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.914 Epoch 42 Batch 766/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.839 Epoch 42 Batch 767/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.902 Epoch 42 Batch 768/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.812 Epoch 42 Batch 769/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.900 Epoch 42 Batch 770/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.879 Epoch 42 Batch 771/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.870 Epoch 42 Batch 772/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.967 Epoch 42 Batch 773/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.873 Epoch 42 Batch 774/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.895 Epoch 42 Batch 775/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.930 Epoch 42 Batch 776/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.901 Epoch 42 Batch 777/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.910 Epoch 42 Batch 778/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.850 Epoch 42 Batch 779/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.849 Epoch 42 Batch 780/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.893 Epoch 42 Batch 781/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.835 Epoch 42 Batch 782/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.856 Epoch 42 Batch 783/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.887 Epoch 42 Batch 784/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.794 Epoch 42 Batch 785/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.881 Epoch 42 Batch 786/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.848 Epoch 42 Batch 787/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.891 Epoch 42 Batch 788/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.889 Epoch 42 Batch 789/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.941 Epoch 42 Batch 790/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.899 Epoch 42 Batch 791/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.927 Epoch 42 Batch 792/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.872 Epoch 42 Batch 793/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.906 Epoch 42 Batch 794/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.896 Epoch 42 Batch 795/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.880 Epoch 42 Batch 796/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.872 Epoch 42 Batch 797/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.905 Epoch 42 Batch 798/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.859 Epoch 42 Batch 799/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.920 Epoch 42 Batch 800/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.911 Epoch 42 Batch 801/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.853 Epoch 42 Batch 802/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.910 Epoch 42 Batch 803/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.909 Epoch 42 Batch 804/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.896 Epoch 42 Batch 805/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.868 Epoch 42 Batch 806/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.922 Epoch 42 Batch 807/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.891 Epoch 42 Batch 808/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.853 Epoch 42 Batch 809/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.917 Epoch 42 Batch 810/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.939 Epoch 42 Batch 811/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.907 Epoch 42 Batch 812/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.891 Epoch 42 Batch 813/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.896 Epoch 42 Batch 814/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.940 Epoch 42 Batch 815/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.942 Epoch 42 Batch 816/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.897 Epoch 42 Batch 817/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.834 Epoch 42 Batch 818/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.866 Epoch 42 Batch 819/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.915 Epoch 42 Batch 820/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.901 Epoch 42 Batch 821/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.894 Epoch 42 Batch 822/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.894 Epoch 42 Batch 823/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.911 Epoch 42 Batch 824/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.889 Epoch 42 Batch 825/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.864 Epoch 42 Batch 826/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.908 Epoch 42 Batch 827/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.876 Epoch 42 Batch 828/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.870 Epoch 42 Batch 829/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.881 Epoch 42 Batch 830/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.847 Epoch 42 Batch 831/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.233, Loss: 0.881 Epoch 42 Batch 832/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.936 Epoch 42 Batch 833/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.879 Epoch 42 Batch 834/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.233, Loss: 0.878 Epoch 42 Batch 835/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.869 Epoch 42 Batch 836/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.904 Epoch 42 Batch 837/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.886 Epoch 42 Batch 838/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.904 Epoch 42 Batch 839/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.889 Epoch 42 Batch 840/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.873 Epoch 42 Batch 841/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.873 Epoch 42 Batch 842/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.894 Epoch 42 Batch 843/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.904 Epoch 42 Batch 844/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.892 Epoch 42 Batch 845/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.886 Epoch 42 Batch 846/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.902 Epoch 42 Batch 847/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.837 Epoch 42 Batch 848/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.899 Epoch 42 Batch 849/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.887 Epoch 42 Batch 850/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.867 Epoch 42 Batch 851/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.881 Epoch 42 Batch 852/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.837 Epoch 42 Batch 853/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.888 Epoch 42 Batch 854/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.871 Epoch 42 Batch 855/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.890 Epoch 42 Batch 856/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.909 Epoch 42 Batch 857/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.902 Epoch 42 Batch 858/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.871 Epoch 42 Batch 859/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.836 Epoch 42 Batch 860/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.885 Epoch 42 Batch 861/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.826 Epoch 42 Batch 862/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.906 Epoch 42 Batch 863/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.859 Epoch 42 Batch 864/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.846 Epoch 42 Batch 865/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.233, Loss: 0.882 Epoch 42 Batch 866/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.897 Epoch 42 Batch 867/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.900 Epoch 42 Batch 868/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.929 Epoch 42 Batch 869/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.876 Epoch 42 Batch 870/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.867 Epoch 42 Batch 871/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.852 Epoch 42 Batch 872/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.889 Epoch 42 Batch 873/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.834 Epoch 42 Batch 874/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.960 Epoch 42 Batch 875/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.891 Epoch 42 Batch 876/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.860 Epoch 42 Batch 877/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.895 Epoch 42 Batch 878/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.835 Epoch 42 Batch 879/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.824 Epoch 42 Batch 880/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.874 Epoch 42 Batch 881/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.861 Epoch 42 Batch 882/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.832 Epoch 42 Batch 883/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.925 Epoch 42 Batch 884/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.849 Epoch 42 Batch 885/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.232, Loss: 0.886 Epoch 42 Batch 886/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.899 Epoch 42 Batch 887/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.964 Epoch 42 Batch 888/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.852 Epoch 42 Batch 889/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.863 Epoch 42 Batch 890/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.880 Epoch 42 Batch 891/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.844 Epoch 42 Batch 892/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.867 Epoch 42 Batch 893/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.880 Epoch 42 Batch 894/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.858 Epoch 42 Batch 895/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.882 Epoch 42 Batch 896/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.834 Epoch 42 Batch 897/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.927 Epoch 42 Batch 898/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.953 Epoch 42 Batch 899/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.928 Epoch 42 Batch 900/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.944 Epoch 42 Batch 901/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.862 Epoch 42 Batch 902/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.938 Epoch 42 Batch 903/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.895 Epoch 42 Batch 904/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.904 Epoch 42 Batch 905/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.931 Epoch 42 Batch 906/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.887 Epoch 42 Batch 907/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.944 Epoch 42 Batch 908/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.900 Epoch 42 Batch 909/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.795 Epoch 42 Batch 910/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.923 Epoch 42 Batch 911/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.231, Loss: 0.866 Epoch 42 Batch 912/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.881 Epoch 42 Batch 913/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.905 Epoch 42 Batch 914/1077 - Train Accuracy: 0.299, Validation Accuracy: 0.232, Loss: 0.970 Epoch 42 Batch 915/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.880 Epoch 42 Batch 916/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.878 Epoch 42 Batch 917/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.930 Epoch 42 Batch 918/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.899 Epoch 42 Batch 919/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.232, Loss: 0.932 Epoch 42 Batch 920/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.865 Epoch 42 Batch 921/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.925 Epoch 42 Batch 922/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.909 Epoch 42 Batch 923/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.233, Loss: 0.928 Epoch 42 Batch 924/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.233, Loss: 0.859 Epoch 42 Batch 925/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.861 Epoch 42 Batch 926/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.848 Epoch 42 Batch 927/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.232, Loss: 0.906 Epoch 42 Batch 928/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.935 Epoch 42 Batch 929/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.923 Epoch 42 Batch 930/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.894 Epoch 42 Batch 931/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.860 Epoch 42 Batch 932/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.835 Epoch 42 Batch 933/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.908 Epoch 42 Batch 934/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.921 Epoch 42 Batch 935/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.841 Epoch 42 Batch 936/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.883 Epoch 42 Batch 937/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.825 Epoch 42 Batch 938/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.950 Epoch 42 Batch 939/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.890 Epoch 42 Batch 940/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.900 Epoch 42 Batch 941/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.893 Epoch 42 Batch 942/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.850 Epoch 42 Batch 943/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.866 Epoch 42 Batch 944/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.854 Epoch 42 Batch 945/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.832 Epoch 42 Batch 946/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.788 Epoch 42 Batch 947/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.921 Epoch 42 Batch 948/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.846 Epoch 42 Batch 949/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.870 Epoch 42 Batch 950/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.918 Epoch 42 Batch 951/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.908 Epoch 42 Batch 952/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.899 Epoch 42 Batch 953/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.846 Epoch 42 Batch 954/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.908 Epoch 42 Batch 955/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.896 Epoch 42 Batch 956/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.852 Epoch 42 Batch 957/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.866 Epoch 42 Batch 958/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.891 Epoch 42 Batch 959/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.900 Epoch 42 Batch 960/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.863 Epoch 42 Batch 961/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.880 Epoch 42 Batch 962/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.857 Epoch 42 Batch 963/1077 - Train Accuracy: 0.071, Validation Accuracy: 0.231, Loss: 0.893 Epoch 42 Batch 964/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.914 Epoch 42 Batch 965/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.231, Loss: 0.941 Epoch 42 Batch 966/1077 - Train Accuracy: 0.266, Validation Accuracy: 0.232, Loss: 0.893 Epoch 42 Batch 967/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.905 Epoch 42 Batch 968/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.910 Epoch 42 Batch 969/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.881 Epoch 42 Batch 970/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.922 Epoch 42 Batch 971/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.854 Epoch 42 Batch 972/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.876 Epoch 42 Batch 973/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.868 Epoch 42 Batch 974/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.853 Epoch 42 Batch 975/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.878 Epoch 42 Batch 976/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.865 Epoch 42 Batch 977/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.880 Epoch 42 Batch 978/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.835 Epoch 42 Batch 979/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.231, Loss: 0.888 Epoch 42 Batch 980/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.925 Epoch 42 Batch 981/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.847 Epoch 42 Batch 982/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.880 Epoch 42 Batch 983/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.880 Epoch 42 Batch 984/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.846 Epoch 42 Batch 985/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.868 Epoch 42 Batch 986/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.872 Epoch 42 Batch 987/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.908 Epoch 42 Batch 988/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.231, Loss: 0.934 Epoch 42 Batch 989/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.835 Epoch 42 Batch 990/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.231, Loss: 0.895 Epoch 42 Batch 991/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.231, Loss: 0.912 Epoch 42 Batch 992/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.896 Epoch 42 Batch 993/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.889 Epoch 42 Batch 994/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.900 Epoch 42 Batch 995/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.922 Epoch 42 Batch 996/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.906 Epoch 42 Batch 997/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.902 Epoch 42 Batch 998/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.896 Epoch 42 Batch 999/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.920 Epoch 42 Batch 1000/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.230, Loss: 0.835 Epoch 42 Batch 1001/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.230, Loss: 0.859 Epoch 42 Batch 1002/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.230, Loss: 0.853 Epoch 42 Batch 1003/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.846 Epoch 42 Batch 1004/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.964 Epoch 42 Batch 1005/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.892 Epoch 42 Batch 1006/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.896 Epoch 42 Batch 1007/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.917 Epoch 42 Batch 1008/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.872 Epoch 42 Batch 1009/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.887 Epoch 42 Batch 1010/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.845 Epoch 42 Batch 1011/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.871 Epoch 42 Batch 1012/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.231, Loss: 0.905 Epoch 42 Batch 1013/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.855 Epoch 42 Batch 1014/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.914 Epoch 42 Batch 1015/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.907 Epoch 42 Batch 1016/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.829 Epoch 42 Batch 1017/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.232, Loss: 0.940 Epoch 42 Batch 1018/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.823 Epoch 42 Batch 1019/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.828 Epoch 42 Batch 1020/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.808 Epoch 42 Batch 1021/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.863 Epoch 42 Batch 1022/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.924 Epoch 42 Batch 1023/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.232, Loss: 0.868 Epoch 42 Batch 1024/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.919 Epoch 42 Batch 1025/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.855 Epoch 42 Batch 1026/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.847 Epoch 42 Batch 1027/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.876 Epoch 42 Batch 1028/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.874 Epoch 42 Batch 1029/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.891 Epoch 42 Batch 1030/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.909 Epoch 42 Batch 1031/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.848 Epoch 42 Batch 1032/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.887 Epoch 42 Batch 1033/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.786 Epoch 42 Batch 1034/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.232, Loss: 0.886 Epoch 42 Batch 1035/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.864 Epoch 42 Batch 1036/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.903 Epoch 42 Batch 1037/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.886 Epoch 42 Batch 1038/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.930 Epoch 42 Batch 1039/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.879 Epoch 42 Batch 1040/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.893 Epoch 42 Batch 1041/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.929 Epoch 42 Batch 1042/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.861 Epoch 42 Batch 1043/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.891 Epoch 42 Batch 1044/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.792 Epoch 42 Batch 1045/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.901 Epoch 42 Batch 1046/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.882 Epoch 42 Batch 1047/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.860 Epoch 42 Batch 1048/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.895 Epoch 42 Batch 1049/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.879 Epoch 42 Batch 1050/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.894 Epoch 42 Batch 1051/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.885 Epoch 42 Batch 1052/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.896 Epoch 42 Batch 1053/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.897 Epoch 42 Batch 1054/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.914 Epoch 42 Batch 1055/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.865 Epoch 42 Batch 1056/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.815 Epoch 42 Batch 1057/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.866 Epoch 42 Batch 1058/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.857 Epoch 42 Batch 1059/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.942 Epoch 42 Batch 1060/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.863 Epoch 42 Batch 1061/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.864 Epoch 42 Batch 1062/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.906 Epoch 42 Batch 1063/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.885 Epoch 42 Batch 1064/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.898 Epoch 42 Batch 1065/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.869 Epoch 42 Batch 1066/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.910 Epoch 42 Batch 1067/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.914 Epoch 42 Batch 1068/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.876 Epoch 42 Batch 1069/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.885 Epoch 42 Batch 1070/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.838 Epoch 42 Batch 1071/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.898 Epoch 42 Batch 1072/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.883 Epoch 42 Batch 1073/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.895 Epoch 42 Batch 1074/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.898 Epoch 42 Batch 1075/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.880 Epoch 43 Batch 0/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.900 Epoch 43 Batch 1/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.855 Epoch 43 Batch 2/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.826 Epoch 43 Batch 3/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.885 Epoch 43 Batch 4/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.836 Epoch 43 Batch 5/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.820 Epoch 43 Batch 6/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.858 Epoch 43 Batch 7/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.233, Loss: 0.864 Epoch 43 Batch 8/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.921 Epoch 43 Batch 9/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.808 Epoch 43 Batch 10/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.898 Epoch 43 Batch 11/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.884 Epoch 43 Batch 12/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.859 Epoch 43 Batch 13/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.883 Epoch 43 Batch 14/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.863 Epoch 43 Batch 15/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.892 Epoch 43 Batch 16/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.850 Epoch 43 Batch 17/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.884 Epoch 43 Batch 18/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.856 Epoch 43 Batch 19/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.877 Epoch 43 Batch 20/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.825 Epoch 43 Batch 21/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.851 Epoch 43 Batch 22/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.834 Epoch 43 Batch 23/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.851 Epoch 43 Batch 24/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.963 Epoch 43 Batch 25/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.908 Epoch 43 Batch 26/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.896 Epoch 43 Batch 27/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.864 Epoch 43 Batch 28/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.970 Epoch 43 Batch 29/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.863 Epoch 43 Batch 30/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.873 Epoch 43 Batch 31/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.851 Epoch 43 Batch 32/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.860 Epoch 43 Batch 33/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.881 Epoch 43 Batch 34/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.937 Epoch 43 Batch 35/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.861 Epoch 43 Batch 36/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.848 Epoch 43 Batch 37/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.847 Epoch 43 Batch 38/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 0.983 Epoch 43 Batch 39/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.938 Epoch 43 Batch 40/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.887 Epoch 43 Batch 41/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.920 Epoch 43 Batch 42/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.897 Epoch 43 Batch 43/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.823 Epoch 43 Batch 44/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.915 Epoch 43 Batch 45/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.970 Epoch 43 Batch 46/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.884 Epoch 43 Batch 47/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.862 Epoch 43 Batch 48/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.894 Epoch 43 Batch 49/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.232, Loss: 0.893 Epoch 43 Batch 50/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.934 Epoch 43 Batch 51/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.861 Epoch 43 Batch 52/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.871 Epoch 43 Batch 53/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.232, Loss: 0.921 Epoch 43 Batch 54/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 1.001 Epoch 43 Batch 55/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.895 Epoch 43 Batch 56/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.820 Epoch 43 Batch 57/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.232, Loss: 0.888 Epoch 43 Batch 58/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.877 Epoch 43 Batch 59/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.827 Epoch 43 Batch 60/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.865 Epoch 43 Batch 61/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.889 Epoch 43 Batch 62/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.839 Epoch 43 Batch 63/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.894 Epoch 43 Batch 64/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.882 Epoch 43 Batch 65/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.850 Epoch 43 Batch 66/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.232, Loss: 0.819 Epoch 43 Batch 67/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.871 Epoch 43 Batch 68/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.878 Epoch 43 Batch 69/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.879 Epoch 43 Batch 70/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.851 Epoch 43 Batch 71/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.810 Epoch 43 Batch 72/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.808 Epoch 43 Batch 73/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.868 Epoch 43 Batch 74/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.948 Epoch 43 Batch 75/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.939 Epoch 43 Batch 76/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.865 Epoch 43 Batch 77/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.889 Epoch 43 Batch 78/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.844 Epoch 43 Batch 79/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.954 Epoch 43 Batch 80/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.868 Epoch 43 Batch 81/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.232, Loss: 0.838 Epoch 43 Batch 82/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.232, Loss: 0.936 Epoch 43 Batch 83/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.791 Epoch 43 Batch 84/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.897 Epoch 43 Batch 85/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.835 Epoch 43 Batch 86/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.899 Epoch 43 Batch 87/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.931 Epoch 43 Batch 88/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.912 Epoch 43 Batch 89/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.847 Epoch 43 Batch 90/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.892 Epoch 43 Batch 91/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.896 Epoch 43 Batch 92/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.919 Epoch 43 Batch 93/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.914 Epoch 43 Batch 94/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.847 Epoch 43 Batch 95/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.896 Epoch 43 Batch 96/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.834 Epoch 43 Batch 97/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.939 Epoch 43 Batch 98/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.890 Epoch 43 Batch 99/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.866 Epoch 43 Batch 100/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.858 Epoch 43 Batch 101/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.891 Epoch 43 Batch 102/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.863 Epoch 43 Batch 103/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.873 Epoch 43 Batch 104/1077 - Train Accuracy: 0.102, Validation Accuracy: 0.231, Loss: 0.850 Epoch 43 Batch 105/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.887 Epoch 43 Batch 106/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.232, Loss: 0.912 Epoch 43 Batch 107/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.926 Epoch 43 Batch 108/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.232, Loss: 0.882 Epoch 43 Batch 109/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.915 Epoch 43 Batch 110/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.796 Epoch 43 Batch 111/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.940 Epoch 43 Batch 112/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.945 Epoch 43 Batch 113/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.896 Epoch 43 Batch 114/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.852 Epoch 43 Batch 115/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.857 Epoch 43 Batch 116/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.853 Epoch 43 Batch 117/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.847 Epoch 43 Batch 118/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.826 Epoch 43 Batch 119/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.907 Epoch 43 Batch 120/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.832 Epoch 43 Batch 121/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.870 Epoch 43 Batch 122/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.868 Epoch 43 Batch 123/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.914 Epoch 43 Batch 124/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.875 Epoch 43 Batch 125/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.895 Epoch 43 Batch 126/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.915 Epoch 43 Batch 127/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.894 Epoch 43 Batch 128/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.882 Epoch 43 Batch 129/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.919 Epoch 43 Batch 130/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.879 Epoch 43 Batch 131/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.844 Epoch 43 Batch 132/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.860 Epoch 43 Batch 133/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.876 Epoch 43 Batch 134/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.896 Epoch 43 Batch 135/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.896 Epoch 43 Batch 136/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.865 Epoch 43 Batch 137/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.894 Epoch 43 Batch 138/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.929 Epoch 43 Batch 139/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.865 Epoch 43 Batch 140/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.896 Epoch 43 Batch 141/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.832 Epoch 43 Batch 142/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.939 Epoch 43 Batch 143/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.911 Epoch 43 Batch 144/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.925 Epoch 43 Batch 145/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.855 Epoch 43 Batch 146/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.865 Epoch 43 Batch 147/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.890 Epoch 43 Batch 148/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.872 Epoch 43 Batch 149/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.916 Epoch 43 Batch 150/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.868 Epoch 43 Batch 151/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.886 Epoch 43 Batch 152/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.901 Epoch 43 Batch 153/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.873 Epoch 43 Batch 154/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.863 Epoch 43 Batch 155/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.939 Epoch 43 Batch 156/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.876 Epoch 43 Batch 157/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.870 Epoch 43 Batch 158/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.952 Epoch 43 Batch 159/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.901 Epoch 43 Batch 160/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.869 Epoch 43 Batch 161/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.868 Epoch 43 Batch 162/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.851 Epoch 43 Batch 163/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.913 Epoch 43 Batch 164/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.847 Epoch 43 Batch 165/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.914 Epoch 43 Batch 166/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.916 Epoch 43 Batch 167/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.854 Epoch 43 Batch 168/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.884 Epoch 43 Batch 169/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.861 Epoch 43 Batch 170/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.903 Epoch 43 Batch 171/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.232, Loss: 0.867 Epoch 43 Batch 172/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.879 Epoch 43 Batch 173/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.907 Epoch 43 Batch 174/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.846 Epoch 43 Batch 175/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.946 Epoch 43 Batch 176/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.866 Epoch 43 Batch 177/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.934 Epoch 43 Batch 178/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.855 Epoch 43 Batch 179/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.232, Loss: 0.887 Epoch 43 Batch 180/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.826 Epoch 43 Batch 181/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.910 Epoch 43 Batch 182/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.911 Epoch 43 Batch 183/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.917 Epoch 43 Batch 184/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.884 Epoch 43 Batch 185/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.859 Epoch 43 Batch 186/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.874 Epoch 43 Batch 187/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.878 Epoch 43 Batch 188/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.960 Epoch 43 Batch 189/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.889 Epoch 43 Batch 190/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.904 Epoch 43 Batch 191/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.233, Loss: 0.877 Epoch 43 Batch 192/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.847 Epoch 43 Batch 193/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.864 Epoch 43 Batch 194/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.927 Epoch 43 Batch 195/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.868 Epoch 43 Batch 196/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.882 Epoch 43 Batch 197/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.907 Epoch 43 Batch 198/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.906 Epoch 43 Batch 199/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.808 Epoch 43 Batch 200/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.909 Epoch 43 Batch 201/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.886 Epoch 43 Batch 202/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.821 Epoch 43 Batch 203/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.870 Epoch 43 Batch 204/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.924 Epoch 43 Batch 205/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.879 Epoch 43 Batch 206/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.922 Epoch 43 Batch 207/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.870 Epoch 43 Batch 208/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.900 Epoch 43 Batch 209/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.825 Epoch 43 Batch 210/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.895 Epoch 43 Batch 211/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.899 Epoch 43 Batch 212/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.891 Epoch 43 Batch 213/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.825 Epoch 43 Batch 214/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.882 Epoch 43 Batch 215/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.887 Epoch 43 Batch 216/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.941 Epoch 43 Batch 217/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.931 Epoch 43 Batch 218/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.890 Epoch 43 Batch 219/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.903 Epoch 43 Batch 220/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.901 Epoch 43 Batch 221/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.932 Epoch 43 Batch 222/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.863 Epoch 43 Batch 223/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.830 Epoch 43 Batch 224/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.905 Epoch 43 Batch 225/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.896 Epoch 43 Batch 226/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.878 Epoch 43 Batch 227/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.887 Epoch 43 Batch 228/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.860 Epoch 43 Batch 229/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.897 Epoch 43 Batch 230/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.833 Epoch 43 Batch 231/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.865 Epoch 43 Batch 232/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.980 Epoch 43 Batch 233/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.836 Epoch 43 Batch 234/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.232, Loss: 0.907 Epoch 43 Batch 235/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.850 Epoch 43 Batch 236/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.886 Epoch 43 Batch 237/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.885 Epoch 43 Batch 238/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.860 Epoch 43 Batch 239/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.859 Epoch 43 Batch 240/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.888 Epoch 43 Batch 241/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.910 Epoch 43 Batch 242/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.902 Epoch 43 Batch 243/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.905 Epoch 43 Batch 244/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.232, Loss: 0.864 Epoch 43 Batch 245/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.874 Epoch 43 Batch 246/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.853 Epoch 43 Batch 247/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.934 Epoch 43 Batch 248/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.884 Epoch 43 Batch 249/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.886 Epoch 43 Batch 250/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.232, Loss: 0.932 Epoch 43 Batch 251/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.866 Epoch 43 Batch 252/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.919 Epoch 43 Batch 253/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.232, Loss: 0.878 Epoch 43 Batch 254/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.870 Epoch 43 Batch 255/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.874 Epoch 43 Batch 256/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.904 Epoch 43 Batch 257/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.867 Epoch 43 Batch 258/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.937 Epoch 43 Batch 259/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.870 Epoch 43 Batch 260/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.864 Epoch 43 Batch 261/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.809 Epoch 43 Batch 262/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.913 Epoch 43 Batch 263/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.867 Epoch 43 Batch 264/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.877 Epoch 43 Batch 265/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.872 Epoch 43 Batch 266/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.922 Epoch 43 Batch 267/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.233, Loss: 0.849 Epoch 43 Batch 268/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.874 Epoch 43 Batch 269/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.911 Epoch 43 Batch 270/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.859 Epoch 43 Batch 271/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.865 Epoch 43 Batch 272/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.880 Epoch 43 Batch 273/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.905 Epoch 43 Batch 274/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.888 Epoch 43 Batch 275/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.911 Epoch 43 Batch 276/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.896 Epoch 43 Batch 277/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.908 Epoch 43 Batch 278/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.880 Epoch 43 Batch 279/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.892 Epoch 43 Batch 280/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.859 Epoch 43 Batch 281/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.834 Epoch 43 Batch 282/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.836 Epoch 43 Batch 283/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.872 Epoch 43 Batch 284/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.866 Epoch 43 Batch 285/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.886 Epoch 43 Batch 286/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.829 Epoch 43 Batch 287/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.911 Epoch 43 Batch 288/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.892 Epoch 43 Batch 289/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.856 Epoch 43 Batch 290/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.862 Epoch 43 Batch 291/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.898 Epoch 43 Batch 292/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.831 Epoch 43 Batch 293/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.884 Epoch 43 Batch 294/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.232, Loss: 0.921 Epoch 43 Batch 295/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.896 Epoch 43 Batch 296/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.870 Epoch 43 Batch 297/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.897 Epoch 43 Batch 298/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.908 Epoch 43 Batch 299/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.906 Epoch 43 Batch 300/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 0.942 Epoch 43 Batch 301/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.912 Epoch 43 Batch 302/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.802 Epoch 43 Batch 303/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.232, Loss: 0.890 Epoch 43 Batch 304/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.871 Epoch 43 Batch 305/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.851 Epoch 43 Batch 306/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.894 Epoch 43 Batch 307/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.872 Epoch 43 Batch 308/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.906 Epoch 43 Batch 309/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.918 Epoch 43 Batch 310/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.907 Epoch 43 Batch 311/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.232, Loss: 0.853 Epoch 43 Batch 312/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.949 Epoch 43 Batch 313/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.928 Epoch 43 Batch 314/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.905 Epoch 43 Batch 315/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.843 Epoch 43 Batch 316/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.882 Epoch 43 Batch 317/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.870 Epoch 43 Batch 318/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.879 Epoch 43 Batch 319/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.900 Epoch 43 Batch 320/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.874 Epoch 43 Batch 321/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.828 Epoch 43 Batch 322/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.232, Loss: 0.910 Epoch 43 Batch 323/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.889 Epoch 43 Batch 324/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.894 Epoch 43 Batch 325/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.901 Epoch 43 Batch 326/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.900 Epoch 43 Batch 327/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.872 Epoch 43 Batch 328/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.897 Epoch 43 Batch 329/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.913 Epoch 43 Batch 330/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.874 Epoch 43 Batch 331/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.877 Epoch 43 Batch 332/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.874 Epoch 43 Batch 333/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.878 Epoch 43 Batch 334/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.875 Epoch 43 Batch 335/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.873 Epoch 43 Batch 336/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.957 Epoch 43 Batch 337/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.853 Epoch 43 Batch 338/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.889 Epoch 43 Batch 339/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.938 Epoch 43 Batch 340/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.883 Epoch 43 Batch 341/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.912 Epoch 43 Batch 342/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.944 Epoch 43 Batch 343/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.879 Epoch 43 Batch 344/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.793 Epoch 43 Batch 345/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.818 Epoch 43 Batch 346/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.884 Epoch 43 Batch 347/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.876 Epoch 43 Batch 348/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.875 Epoch 43 Batch 349/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.886 Epoch 43 Batch 350/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.905 Epoch 43 Batch 351/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.943 Epoch 43 Batch 352/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.907 Epoch 43 Batch 353/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.795 Epoch 43 Batch 354/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.882 Epoch 43 Batch 355/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.861 Epoch 43 Batch 356/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.920 Epoch 43 Batch 357/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.896 Epoch 43 Batch 358/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.950 Epoch 43 Batch 359/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.930 Epoch 43 Batch 360/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.835 Epoch 43 Batch 361/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.942 Epoch 43 Batch 362/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.919 Epoch 43 Batch 363/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.872 Epoch 43 Batch 364/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.909 Epoch 43 Batch 365/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.883 Epoch 43 Batch 366/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.865 Epoch 43 Batch 367/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.915 Epoch 43 Batch 368/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.917 Epoch 43 Batch 369/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.887 Epoch 43 Batch 370/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.897 Epoch 43 Batch 371/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.842 Epoch 43 Batch 372/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.852 Epoch 43 Batch 373/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.908 Epoch 43 Batch 374/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.842 Epoch 43 Batch 375/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.232, Loss: 0.770 Epoch 43 Batch 376/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.232, Loss: 0.908 Epoch 43 Batch 377/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.847 Epoch 43 Batch 378/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.854 Epoch 43 Batch 379/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.834 Epoch 43 Batch 380/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.880 Epoch 43 Batch 381/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.856 Epoch 43 Batch 382/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.890 Epoch 43 Batch 383/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.912 Epoch 43 Batch 384/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.841 Epoch 43 Batch 385/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.831 Epoch 43 Batch 386/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.915 Epoch 43 Batch 387/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.854 Epoch 43 Batch 388/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.232, Loss: 0.932 Epoch 43 Batch 389/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.877 Epoch 43 Batch 390/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.855 Epoch 43 Batch 391/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.846 Epoch 43 Batch 392/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.850 Epoch 43 Batch 393/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.914 Epoch 43 Batch 394/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.925 Epoch 43 Batch 395/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.865 Epoch 43 Batch 396/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.907 Epoch 43 Batch 397/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.908 Epoch 43 Batch 398/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.917 Epoch 43 Batch 399/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.860 Epoch 43 Batch 400/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.860 Epoch 43 Batch 401/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.910 Epoch 43 Batch 402/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.835 Epoch 43 Batch 403/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.891 Epoch 43 Batch 404/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.827 Epoch 43 Batch 405/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.818 Epoch 43 Batch 406/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.908 Epoch 43 Batch 407/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.893 Epoch 43 Batch 408/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.823 Epoch 43 Batch 409/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.807 Epoch 43 Batch 410/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.231, Loss: 0.899 Epoch 43 Batch 411/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.872 Epoch 43 Batch 412/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.898 Epoch 43 Batch 413/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.872 Epoch 43 Batch 414/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.940 Epoch 43 Batch 415/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.882 Epoch 43 Batch 416/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.927 Epoch 43 Batch 417/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.917 Epoch 43 Batch 418/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.896 Epoch 43 Batch 419/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.883 Epoch 43 Batch 420/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.861 Epoch 43 Batch 421/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.874 Epoch 43 Batch 422/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.846 Epoch 43 Batch 423/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.866 Epoch 43 Batch 424/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.891 Epoch 43 Batch 425/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.910 Epoch 43 Batch 426/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.905 Epoch 43 Batch 427/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.903 Epoch 43 Batch 428/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.232, Loss: 0.917 Epoch 43 Batch 429/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.867 Epoch 43 Batch 430/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.847 Epoch 43 Batch 431/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.911 Epoch 43 Batch 432/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.877 Epoch 43 Batch 433/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.883 Epoch 43 Batch 434/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.922 Epoch 43 Batch 435/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.928 Epoch 43 Batch 436/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.875 Epoch 43 Batch 437/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.821 Epoch 43 Batch 438/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.862 Epoch 43 Batch 439/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.873 Epoch 43 Batch 440/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.941 Epoch 43 Batch 441/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.866 Epoch 43 Batch 442/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.888 Epoch 43 Batch 443/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.907 Epoch 43 Batch 444/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.899 Epoch 43 Batch 445/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.934 Epoch 43 Batch 446/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.899 Epoch 43 Batch 447/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.871 Epoch 43 Batch 448/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.919 Epoch 43 Batch 449/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.925 Epoch 43 Batch 450/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.823 Epoch 43 Batch 451/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.867 Epoch 43 Batch 452/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.897 Epoch 43 Batch 453/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.889 Epoch 43 Batch 454/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.973 Epoch 43 Batch 455/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.232, Loss: 0.902 Epoch 43 Batch 456/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.912 Epoch 43 Batch 457/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.839 Epoch 43 Batch 458/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.232, Loss: 0.877 Epoch 43 Batch 459/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.883 Epoch 43 Batch 460/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.875 Epoch 43 Batch 461/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.874 Epoch 43 Batch 462/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.917 Epoch 43 Batch 463/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.865 Epoch 43 Batch 464/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.232, Loss: 0.921 Epoch 43 Batch 465/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.898 Epoch 43 Batch 466/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.912 Epoch 43 Batch 467/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.884 Epoch 43 Batch 468/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.907 Epoch 43 Batch 469/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.866 Epoch 43 Batch 470/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.816 Epoch 43 Batch 471/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.896 Epoch 43 Batch 472/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.883 Epoch 43 Batch 473/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.890 Epoch 43 Batch 474/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.882 Epoch 43 Batch 475/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.908 Epoch 43 Batch 476/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.232, Loss: 0.952 Epoch 43 Batch 477/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.232, Loss: 0.853 Epoch 43 Batch 478/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.884 Epoch 43 Batch 479/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.881 Epoch 43 Batch 480/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.880 Epoch 43 Batch 481/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.857 Epoch 43 Batch 482/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.890 Epoch 43 Batch 483/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.925 Epoch 43 Batch 484/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.937 Epoch 43 Batch 485/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.859 Epoch 43 Batch 486/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.851 Epoch 43 Batch 487/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.858 Epoch 43 Batch 488/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.868 Epoch 43 Batch 489/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.852 Epoch 43 Batch 490/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.861 Epoch 43 Batch 491/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.890 Epoch 43 Batch 492/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.895 Epoch 43 Batch 493/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.851 Epoch 43 Batch 494/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.921 Epoch 43 Batch 495/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.907 Epoch 43 Batch 496/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.849 Epoch 43 Batch 497/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.936 Epoch 43 Batch 498/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.885 Epoch 43 Batch 499/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.880 Epoch 43 Batch 500/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.818 Epoch 43 Batch 501/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.838 Epoch 43 Batch 502/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.882 Epoch 43 Batch 503/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.899 Epoch 43 Batch 504/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.780 Epoch 43 Batch 505/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.858 Epoch 43 Batch 506/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.909 Epoch 43 Batch 507/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.908 Epoch 43 Batch 508/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.915 Epoch 43 Batch 509/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.872 Epoch 43 Batch 510/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.884 Epoch 43 Batch 511/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.852 Epoch 43 Batch 512/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.922 Epoch 43 Batch 513/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.930 Epoch 43 Batch 514/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.870 Epoch 43 Batch 515/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.886 Epoch 43 Batch 516/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.843 Epoch 43 Batch 517/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.869 Epoch 43 Batch 518/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.862 Epoch 43 Batch 519/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.935 Epoch 43 Batch 520/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.851 Epoch 43 Batch 521/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.847 Epoch 43 Batch 522/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.903 Epoch 43 Batch 523/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.886 Epoch 43 Batch 524/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.861 Epoch 43 Batch 525/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.839 Epoch 43 Batch 526/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.887 Epoch 43 Batch 527/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.912 Epoch 43 Batch 528/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.880 Epoch 43 Batch 529/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.848 Epoch 43 Batch 530/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.962 Epoch 43 Batch 531/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.847 Epoch 43 Batch 532/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.950 Epoch 43 Batch 533/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.894 Epoch 43 Batch 534/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.884 Epoch 43 Batch 535/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.842 Epoch 43 Batch 536/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.863 Epoch 43 Batch 537/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.831 Epoch 43 Batch 538/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.894 Epoch 43 Batch 539/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.966 Epoch 43 Batch 540/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.846 Epoch 43 Batch 541/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.943 Epoch 43 Batch 542/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.897 Epoch 43 Batch 543/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.914 Epoch 43 Batch 544/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.866 Epoch 43 Batch 545/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.845 Epoch 43 Batch 546/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.865 Epoch 43 Batch 547/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.856 Epoch 43 Batch 548/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.903 Epoch 43 Batch 549/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.852 Epoch 43 Batch 550/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.870 Epoch 43 Batch 551/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.905 Epoch 43 Batch 552/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.846 Epoch 43 Batch 553/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.861 Epoch 43 Batch 554/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.926 Epoch 43 Batch 555/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.859 Epoch 43 Batch 556/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.815 Epoch 43 Batch 557/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.877 Epoch 43 Batch 558/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.903 Epoch 43 Batch 559/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.852 Epoch 43 Batch 560/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.876 Epoch 43 Batch 561/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.907 Epoch 43 Batch 562/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.901 Epoch 43 Batch 563/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.870 Epoch 43 Batch 564/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.231, Loss: 0.909 Epoch 43 Batch 565/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.888 Epoch 43 Batch 566/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.909 Epoch 43 Batch 567/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.886 Epoch 43 Batch 568/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.921 Epoch 43 Batch 569/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.879 Epoch 43 Batch 570/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.905 Epoch 43 Batch 571/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.917 Epoch 43 Batch 572/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.867 Epoch 43 Batch 573/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.913 Epoch 43 Batch 574/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.869 Epoch 43 Batch 575/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.827 Epoch 43 Batch 576/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.826 Epoch 43 Batch 577/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.898 Epoch 43 Batch 578/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.894 Epoch 43 Batch 579/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.923 Epoch 43 Batch 580/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.822 Epoch 43 Batch 581/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.875 Epoch 43 Batch 582/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.891 Epoch 43 Batch 583/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.882 Epoch 43 Batch 584/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.863 Epoch 43 Batch 585/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.904 Epoch 43 Batch 586/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.888 Epoch 43 Batch 587/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.886 Epoch 43 Batch 588/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.917 Epoch 43 Batch 589/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.877 Epoch 43 Batch 590/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.910 Epoch 43 Batch 591/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.232, Loss: 0.906 Epoch 43 Batch 592/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.928 Epoch 43 Batch 593/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.867 Epoch 43 Batch 594/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.934 Epoch 43 Batch 595/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.860 Epoch 43 Batch 596/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.842 Epoch 43 Batch 597/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.914 Epoch 43 Batch 598/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.884 Epoch 43 Batch 599/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.907 Epoch 43 Batch 600/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.899 Epoch 43 Batch 601/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.231, Loss: 0.862 Epoch 43 Batch 602/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.836 Epoch 43 Batch 603/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.842 Epoch 43 Batch 604/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.901 Epoch 43 Batch 605/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.854 Epoch 43 Batch 606/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.846 Epoch 43 Batch 607/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.231, Loss: 0.937 Epoch 43 Batch 608/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.849 Epoch 43 Batch 609/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.867 Epoch 43 Batch 610/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.818 Epoch 43 Batch 611/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.882 Epoch 43 Batch 612/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.836 Epoch 43 Batch 613/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.885 Epoch 43 Batch 614/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.914 Epoch 43 Batch 615/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.921 Epoch 43 Batch 616/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.874 Epoch 43 Batch 617/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.906 Epoch 43 Batch 618/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.863 Epoch 43 Batch 619/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.232, Loss: 0.882 Epoch 43 Batch 620/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.881 Epoch 43 Batch 621/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.928 Epoch 43 Batch 622/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.906 Epoch 43 Batch 623/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.832 Epoch 43 Batch 624/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.867 Epoch 43 Batch 625/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.873 Epoch 43 Batch 626/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.232, Loss: 0.829 Epoch 43 Batch 627/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.874 Epoch 43 Batch 628/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.854 Epoch 43 Batch 629/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.865 Epoch 43 Batch 630/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.897 Epoch 43 Batch 631/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.901 Epoch 43 Batch 632/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.875 Epoch 43 Batch 633/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.896 Epoch 43 Batch 634/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.884 Epoch 43 Batch 635/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.803 Epoch 43 Batch 636/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.835 Epoch 43 Batch 637/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.877 Epoch 43 Batch 638/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.885 Epoch 43 Batch 639/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.918 Epoch 43 Batch 640/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.868 Epoch 43 Batch 641/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.887 Epoch 43 Batch 642/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.865 Epoch 43 Batch 643/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.867 Epoch 43 Batch 644/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.882 Epoch 43 Batch 645/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.925 Epoch 43 Batch 646/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.901 Epoch 43 Batch 647/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.836 Epoch 43 Batch 648/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.922 Epoch 43 Batch 649/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.864 Epoch 43 Batch 650/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.909 Epoch 43 Batch 651/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.945 Epoch 43 Batch 652/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.842 Epoch 43 Batch 653/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.886 Epoch 43 Batch 654/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.851 Epoch 43 Batch 655/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.940 Epoch 43 Batch 656/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.852 Epoch 43 Batch 657/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.901 Epoch 43 Batch 658/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.234, Loss: 0.858 Epoch 43 Batch 659/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.872 Epoch 43 Batch 660/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.898 Epoch 43 Batch 661/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.900 Epoch 43 Batch 662/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.868 Epoch 43 Batch 663/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.957 Epoch 43 Batch 664/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.887 Epoch 43 Batch 665/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.912 Epoch 43 Batch 666/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 0.946 Epoch 43 Batch 667/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.868 Epoch 43 Batch 668/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.888 Epoch 43 Batch 669/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.232, Loss: 0.862 Epoch 43 Batch 670/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.232, Loss: 0.885 Epoch 43 Batch 671/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.824 Epoch 43 Batch 672/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.231, Loss: 0.904 Epoch 43 Batch 673/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.888 Epoch 43 Batch 674/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.897 Epoch 43 Batch 675/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.918 Epoch 43 Batch 676/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.924 Epoch 43 Batch 677/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.853 Epoch 43 Batch 678/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.906 Epoch 43 Batch 679/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.930 Epoch 43 Batch 680/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.882 Epoch 43 Batch 681/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.876 Epoch 43 Batch 682/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.232, Loss: 0.862 Epoch 43 Batch 683/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.858 Epoch 43 Batch 684/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.873 Epoch 43 Batch 685/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.898 Epoch 43 Batch 686/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.873 Epoch 43 Batch 687/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.856 Epoch 43 Batch 688/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.884 Epoch 43 Batch 689/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.878 Epoch 43 Batch 690/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.841 Epoch 43 Batch 691/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.936 Epoch 43 Batch 692/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.859 Epoch 43 Batch 693/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 0.844 Epoch 43 Batch 694/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.870 Epoch 43 Batch 695/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.900 Epoch 43 Batch 696/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.849 Epoch 43 Batch 697/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.883 Epoch 43 Batch 698/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.858 Epoch 43 Batch 699/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 0.923 Epoch 43 Batch 700/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.919 Epoch 43 Batch 701/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.967 Epoch 43 Batch 702/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.903 Epoch 43 Batch 703/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.852 Epoch 43 Batch 704/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.866 Epoch 43 Batch 705/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.819 Epoch 43 Batch 706/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.874 Epoch 43 Batch 707/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.865 Epoch 43 Batch 708/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.846 Epoch 43 Batch 709/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.843 Epoch 43 Batch 710/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.963 Epoch 43 Batch 711/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.882 Epoch 43 Batch 712/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.918 Epoch 43 Batch 713/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.232, Loss: 0.880 Epoch 43 Batch 714/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.232, Loss: 0.821 Epoch 43 Batch 715/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.880 Epoch 43 Batch 716/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.840 Epoch 43 Batch 717/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.880 Epoch 43 Batch 718/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.836 Epoch 43 Batch 719/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.892 Epoch 43 Batch 720/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.899 Epoch 43 Batch 721/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.871 Epoch 43 Batch 722/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.982 Epoch 43 Batch 723/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.887 Epoch 43 Batch 724/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.876 Epoch 43 Batch 725/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.232, Loss: 0.815 Epoch 43 Batch 726/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.892 Epoch 43 Batch 727/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.828 Epoch 43 Batch 728/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.854 Epoch 43 Batch 729/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.842 Epoch 43 Batch 730/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.934 Epoch 43 Batch 731/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.901 Epoch 43 Batch 732/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.894 Epoch 43 Batch 733/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.862 Epoch 43 Batch 734/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.901 Epoch 43 Batch 735/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.864 Epoch 43 Batch 736/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.888 Epoch 43 Batch 737/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.869 Epoch 43 Batch 738/1077 - Train Accuracy: 0.293, Validation Accuracy: 0.232, Loss: 0.845 Epoch 43 Batch 739/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.835 Epoch 43 Batch 740/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.826 Epoch 43 Batch 741/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.940 Epoch 43 Batch 742/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.860 Epoch 43 Batch 743/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.857 Epoch 43 Batch 744/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.895 Epoch 43 Batch 745/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.923 Epoch 43 Batch 746/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.907 Epoch 43 Batch 747/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.843 Epoch 43 Batch 748/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.929 Epoch 43 Batch 749/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.896 Epoch 43 Batch 750/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.894 Epoch 43 Batch 751/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.865 Epoch 43 Batch 752/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.862 Epoch 43 Batch 753/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.847 Epoch 43 Batch 754/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.868 Epoch 43 Batch 755/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.905 Epoch 43 Batch 756/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.878 Epoch 43 Batch 757/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.858 Epoch 43 Batch 758/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.888 Epoch 43 Batch 759/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.945 Epoch 43 Batch 760/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.890 Epoch 43 Batch 761/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.940 Epoch 43 Batch 762/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.847 Epoch 43 Batch 763/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.850 Epoch 43 Batch 764/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.842 Epoch 43 Batch 765/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.909 Epoch 43 Batch 766/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.876 Epoch 43 Batch 767/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.851 Epoch 43 Batch 768/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.805 Epoch 43 Batch 769/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.854 Epoch 43 Batch 770/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.896 Epoch 43 Batch 771/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.905 Epoch 43 Batch 772/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.883 Epoch 43 Batch 773/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.919 Epoch 43 Batch 774/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.932 Epoch 43 Batch 775/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.928 Epoch 43 Batch 776/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.855 Epoch 43 Batch 777/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.894 Epoch 43 Batch 778/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.822 Epoch 43 Batch 779/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.829 Epoch 43 Batch 780/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.916 Epoch 43 Batch 781/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.900 Epoch 43 Batch 782/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.885 Epoch 43 Batch 783/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.871 Epoch 43 Batch 784/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.865 Epoch 43 Batch 785/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.875 Epoch 43 Batch 786/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.883 Epoch 43 Batch 787/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.846 Epoch 43 Batch 788/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.905 Epoch 43 Batch 789/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.909 Epoch 43 Batch 790/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.869 Epoch 43 Batch 791/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.953 Epoch 43 Batch 792/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.864 Epoch 43 Batch 793/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.887 Epoch 43 Batch 794/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.922 Epoch 43 Batch 795/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.908 Epoch 43 Batch 796/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.909 Epoch 43 Batch 797/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.908 Epoch 43 Batch 798/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.867 Epoch 43 Batch 799/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.859 Epoch 43 Batch 800/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.893 Epoch 43 Batch 801/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.828 Epoch 43 Batch 802/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.921 Epoch 43 Batch 803/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.842 Epoch 43 Batch 804/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.858 Epoch 43 Batch 805/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.871 Epoch 43 Batch 806/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.919 Epoch 43 Batch 807/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.845 Epoch 43 Batch 808/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.903 Epoch 43 Batch 809/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.852 Epoch 43 Batch 810/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.885 Epoch 43 Batch 811/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.924 Epoch 43 Batch 812/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.863 Epoch 43 Batch 813/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.935 Epoch 43 Batch 814/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.890 Epoch 43 Batch 815/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.858 Epoch 43 Batch 816/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.869 Epoch 43 Batch 817/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.859 Epoch 43 Batch 818/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.850 Epoch 43 Batch 819/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.866 Epoch 43 Batch 820/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.916 Epoch 43 Batch 821/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.895 Epoch 43 Batch 822/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.836 Epoch 43 Batch 823/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.896 Epoch 43 Batch 824/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.885 Epoch 43 Batch 825/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.896 Epoch 43 Batch 826/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.911 Epoch 43 Batch 827/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.902 Epoch 43 Batch 828/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.870 Epoch 43 Batch 829/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.901 Epoch 43 Batch 830/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.847 Epoch 43 Batch 831/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.232, Loss: 0.887 Epoch 43 Batch 832/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.943 Epoch 43 Batch 833/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.902 Epoch 43 Batch 834/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.232, Loss: 0.842 Epoch 43 Batch 835/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.871 Epoch 43 Batch 836/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.857 Epoch 43 Batch 837/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.845 Epoch 43 Batch 838/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.866 Epoch 43 Batch 839/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.870 Epoch 43 Batch 840/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.871 Epoch 43 Batch 841/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.947 Epoch 43 Batch 842/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.876 Epoch 43 Batch 843/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.892 Epoch 43 Batch 844/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.855 Epoch 43 Batch 845/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.949 Epoch 43 Batch 846/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.952 Epoch 43 Batch 847/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.882 Epoch 43 Batch 848/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.868 Epoch 43 Batch 849/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.938 Epoch 43 Batch 850/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.908 Epoch 43 Batch 851/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.858 Epoch 43 Batch 852/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.900 Epoch 43 Batch 853/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.898 Epoch 43 Batch 854/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.870 Epoch 43 Batch 855/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.925 Epoch 43 Batch 856/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.908 Epoch 43 Batch 857/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.789 Epoch 43 Batch 858/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.886 Epoch 43 Batch 859/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.848 Epoch 43 Batch 860/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.885 Epoch 43 Batch 861/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.922 Epoch 43 Batch 862/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.904 Epoch 43 Batch 863/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.875 Epoch 43 Batch 864/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.928 Epoch 43 Batch 865/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.233, Loss: 0.873 Epoch 43 Batch 866/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.892 Epoch 43 Batch 867/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.007 Epoch 43 Batch 868/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.910 Epoch 43 Batch 869/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.923 Epoch 43 Batch 870/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.942 Epoch 43 Batch 871/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.852 Epoch 43 Batch 872/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.870 Epoch 43 Batch 873/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.851 Epoch 43 Batch 874/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.885 Epoch 43 Batch 875/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.833 Epoch 43 Batch 876/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.876 Epoch 43 Batch 877/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.892 Epoch 43 Batch 878/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.898 Epoch 43 Batch 879/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.873 Epoch 43 Batch 880/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.907 Epoch 43 Batch 881/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.841 Epoch 43 Batch 882/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.878 Epoch 43 Batch 883/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.850 Epoch 43 Batch 884/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.891 Epoch 43 Batch 885/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.232, Loss: 0.755 Epoch 43 Batch 886/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.888 Epoch 43 Batch 887/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.883 Epoch 43 Batch 888/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.906 Epoch 43 Batch 889/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.896 Epoch 43 Batch 890/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.905 Epoch 43 Batch 891/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.866 Epoch 43 Batch 892/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.873 Epoch 43 Batch 893/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.866 Epoch 43 Batch 894/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.901 Epoch 43 Batch 895/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.872 Epoch 43 Batch 896/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.846 Epoch 43 Batch 897/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.854 Epoch 43 Batch 898/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.794 Epoch 43 Batch 899/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.868 Epoch 43 Batch 900/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.845 Epoch 43 Batch 901/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.857 Epoch 43 Batch 902/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.891 Epoch 43 Batch 903/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.875 Epoch 43 Batch 904/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.861 Epoch 43 Batch 905/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.882 Epoch 43 Batch 906/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.829 Epoch 43 Batch 907/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.914 Epoch 43 Batch 908/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.880 Epoch 43 Batch 909/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.891 Epoch 43 Batch 910/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.906 Epoch 43 Batch 911/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.232, Loss: 0.896 Epoch 43 Batch 912/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.910 Epoch 43 Batch 913/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.913 Epoch 43 Batch 914/1077 - Train Accuracy: 0.300, Validation Accuracy: 0.233, Loss: 0.932 Epoch 43 Batch 915/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.898 Epoch 43 Batch 916/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.918 Epoch 43 Batch 917/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.883 Epoch 43 Batch 918/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.859 Epoch 43 Batch 919/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.233, Loss: 0.846 Epoch 43 Batch 920/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.810 Epoch 43 Batch 921/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.909 Epoch 43 Batch 922/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.934 Epoch 43 Batch 923/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 0.937 Epoch 43 Batch 924/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.233, Loss: 0.931 Epoch 43 Batch 925/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.892 Epoch 43 Batch 926/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.841 Epoch 43 Batch 927/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.233, Loss: 0.872 Epoch 43 Batch 928/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.847 Epoch 43 Batch 929/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.857 Epoch 43 Batch 930/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.898 Epoch 43 Batch 931/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.903 Epoch 43 Batch 932/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.882 Epoch 43 Batch 933/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.896 Epoch 43 Batch 934/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.880 Epoch 43 Batch 935/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.920 Epoch 43 Batch 936/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.920 Epoch 43 Batch 937/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.892 Epoch 43 Batch 938/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.913 Epoch 43 Batch 939/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.848 Epoch 43 Batch 940/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.948 Epoch 43 Batch 941/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.929 Epoch 43 Batch 942/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.837 Epoch 43 Batch 943/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.933 Epoch 43 Batch 944/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.935 Epoch 43 Batch 945/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.898 Epoch 43 Batch 946/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.903 Epoch 43 Batch 947/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.896 Epoch 43 Batch 948/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.899 Epoch 43 Batch 949/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.898 Epoch 43 Batch 950/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.849 Epoch 43 Batch 951/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.909 Epoch 43 Batch 952/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.893 Epoch 43 Batch 953/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.898 Epoch 43 Batch 954/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.922 Epoch 43 Batch 955/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.831 Epoch 43 Batch 956/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.868 Epoch 43 Batch 957/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.950 Epoch 43 Batch 958/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.884 Epoch 43 Batch 959/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.857 Epoch 43 Batch 960/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.885 Epoch 43 Batch 961/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.895 Epoch 43 Batch 962/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.882 Epoch 43 Batch 963/1077 - Train Accuracy: 0.072, Validation Accuracy: 0.233, Loss: 0.844 Epoch 43 Batch 964/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.893 Epoch 43 Batch 965/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.233, Loss: 0.860 Epoch 43 Batch 966/1077 - Train Accuracy: 0.268, Validation Accuracy: 0.233, Loss: 0.900 Epoch 43 Batch 967/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.894 Epoch 43 Batch 968/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.808 Epoch 43 Batch 969/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.908 Epoch 43 Batch 970/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.922 Epoch 43 Batch 971/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.880 Epoch 43 Batch 972/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.898 Epoch 43 Batch 973/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.904 Epoch 43 Batch 974/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.842 Epoch 43 Batch 975/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.232, Loss: 0.899 Epoch 43 Batch 976/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.877 Epoch 43 Batch 977/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.844 Epoch 43 Batch 978/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.899 Epoch 43 Batch 979/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.232, Loss: 0.896 Epoch 43 Batch 980/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.858 Epoch 43 Batch 981/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.886 Epoch 43 Batch 982/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.808 Epoch 43 Batch 983/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.880 Epoch 43 Batch 984/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.885 Epoch 43 Batch 985/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.931 Epoch 43 Batch 986/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.930 Epoch 43 Batch 987/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.840 Epoch 43 Batch 988/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.232, Loss: 0.842 Epoch 43 Batch 989/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.883 Epoch 43 Batch 990/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.853 Epoch 43 Batch 991/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.232, Loss: 0.962 Epoch 43 Batch 992/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.873 Epoch 43 Batch 993/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.934 Epoch 43 Batch 994/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.862 Epoch 43 Batch 995/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.876 Epoch 43 Batch 996/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.824 Epoch 43 Batch 997/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.816 Epoch 43 Batch 998/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.852 Epoch 43 Batch 999/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.900 Epoch 43 Batch 1000/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.938 Epoch 43 Batch 1001/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.231, Loss: 0.893 Epoch 43 Batch 1002/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.897 Epoch 43 Batch 1003/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.905 Epoch 43 Batch 1004/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.869 Epoch 43 Batch 1005/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.883 Epoch 43 Batch 1006/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.821 Epoch 43 Batch 1007/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.907 Epoch 43 Batch 1008/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.916 Epoch 43 Batch 1009/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.867 Epoch 43 Batch 1010/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.869 Epoch 43 Batch 1011/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.854 Epoch 43 Batch 1012/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.895 Epoch 43 Batch 1013/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.909 Epoch 43 Batch 1014/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.930 Epoch 43 Batch 1015/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.939 Epoch 43 Batch 1016/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.889 Epoch 43 Batch 1017/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.233, Loss: 0.938 Epoch 43 Batch 1018/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.867 Epoch 43 Batch 1019/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.952 Epoch 43 Batch 1020/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.885 Epoch 43 Batch 1021/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.856 Epoch 43 Batch 1022/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.868 Epoch 43 Batch 1023/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.233, Loss: 0.913 Epoch 43 Batch 1024/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.893 Epoch 43 Batch 1025/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.863 Epoch 43 Batch 1026/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.904 Epoch 43 Batch 1027/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.234, Loss: 0.880 Epoch 43 Batch 1028/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.860 Epoch 43 Batch 1029/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.835 Epoch 43 Batch 1030/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.931 Epoch 43 Batch 1031/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.831 Epoch 43 Batch 1032/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.900 Epoch 43 Batch 1033/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.866 Epoch 43 Batch 1034/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.234, Loss: 0.903 Epoch 43 Batch 1035/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.874 Epoch 43 Batch 1036/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.885 Epoch 43 Batch 1037/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.892 Epoch 43 Batch 1038/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.931 Epoch 43 Batch 1039/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.893 Epoch 43 Batch 1040/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.915 Epoch 43 Batch 1041/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.870 Epoch 43 Batch 1042/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.876 Epoch 43 Batch 1043/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.908 Epoch 43 Batch 1044/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.939 Epoch 43 Batch 1045/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.857 Epoch 43 Batch 1046/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.894 Epoch 43 Batch 1047/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.832 Epoch 43 Batch 1048/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.866 Epoch 43 Batch 1049/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.875 Epoch 43 Batch 1050/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.866 Epoch 43 Batch 1051/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.867 Epoch 43 Batch 1052/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.837 Epoch 43 Batch 1053/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.901 Epoch 43 Batch 1054/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.900 Epoch 43 Batch 1055/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.856 Epoch 43 Batch 1056/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.874 Epoch 43 Batch 1057/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.908 Epoch 43 Batch 1058/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.856 Epoch 43 Batch 1059/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.829 Epoch 43 Batch 1060/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.906 Epoch 43 Batch 1061/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.928 Epoch 43 Batch 1062/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.948 Epoch 43 Batch 1063/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.883 Epoch 43 Batch 1064/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.824 Epoch 43 Batch 1065/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.943 Epoch 43 Batch 1066/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.855 Epoch 43 Batch 1067/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.848 Epoch 43 Batch 1068/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.922 Epoch 43 Batch 1069/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.867 Epoch 43 Batch 1070/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.792 Epoch 43 Batch 1071/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.827 Epoch 43 Batch 1072/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.885 Epoch 43 Batch 1073/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.883 Epoch 43 Batch 1074/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.850 Epoch 43 Batch 1075/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.866 Epoch 44 Batch 0/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.849 Epoch 44 Batch 1/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.860 Epoch 44 Batch 2/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.867 Epoch 44 Batch 3/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.875 Epoch 44 Batch 4/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.851 Epoch 44 Batch 5/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.899 Epoch 44 Batch 6/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.787 Epoch 44 Batch 7/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.233, Loss: 0.871 Epoch 44 Batch 8/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.872 Epoch 44 Batch 9/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.883 Epoch 44 Batch 10/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.891 Epoch 44 Batch 11/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.932 Epoch 44 Batch 12/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.823 Epoch 44 Batch 13/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.892 Epoch 44 Batch 14/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.903 Epoch 44 Batch 15/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.931 Epoch 44 Batch 16/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.887 Epoch 44 Batch 17/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.910 Epoch 44 Batch 18/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.864 Epoch 44 Batch 19/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.913 Epoch 44 Batch 20/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.852 Epoch 44 Batch 21/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.893 Epoch 44 Batch 22/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.890 Epoch 44 Batch 23/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.846 Epoch 44 Batch 24/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.902 Epoch 44 Batch 25/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.872 Epoch 44 Batch 26/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.869 Epoch 44 Batch 27/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.885 Epoch 44 Batch 28/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.904 Epoch 44 Batch 29/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.910 Epoch 44 Batch 30/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.844 Epoch 44 Batch 31/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.854 Epoch 44 Batch 32/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.928 Epoch 44 Batch 33/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.876 Epoch 44 Batch 34/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.917 Epoch 44 Batch 35/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.902 Epoch 44 Batch 36/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.917 Epoch 44 Batch 37/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.885 Epoch 44 Batch 38/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.859 Epoch 44 Batch 39/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.904 Epoch 44 Batch 40/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.853 Epoch 44 Batch 41/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.881 Epoch 44 Batch 42/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.889 Epoch 44 Batch 43/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.233, Loss: 0.893 Epoch 44 Batch 44/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.877 Epoch 44 Batch 45/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.814 Epoch 44 Batch 46/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.233, Loss: 0.915 Epoch 44 Batch 47/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.889 Epoch 44 Batch 48/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.907 Epoch 44 Batch 49/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.233, Loss: 0.882 Epoch 44 Batch 50/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.886 Epoch 44 Batch 51/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.903 Epoch 44 Batch 52/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.842 Epoch 44 Batch 53/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.233, Loss: 0.901 Epoch 44 Batch 54/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.861 Epoch 44 Batch 55/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.881 Epoch 44 Batch 56/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.928 Epoch 44 Batch 57/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.233, Loss: 0.850 Epoch 44 Batch 58/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.794 Epoch 44 Batch 59/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.864 Epoch 44 Batch 60/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.846 Epoch 44 Batch 61/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.898 Epoch 44 Batch 62/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.857 Epoch 44 Batch 63/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.877 Epoch 44 Batch 64/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.860 Epoch 44 Batch 65/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.885 Epoch 44 Batch 66/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.233, Loss: 0.876 Epoch 44 Batch 67/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.864 Epoch 44 Batch 68/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.910 Epoch 44 Batch 69/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.902 Epoch 44 Batch 70/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.894 Epoch 44 Batch 71/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.900 Epoch 44 Batch 72/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.861 Epoch 44 Batch 73/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.963 Epoch 44 Batch 74/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.899 Epoch 44 Batch 75/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.896 Epoch 44 Batch 76/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.853 Epoch 44 Batch 77/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.865 Epoch 44 Batch 78/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.857 Epoch 44 Batch 79/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.909 Epoch 44 Batch 80/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.834 Epoch 44 Batch 81/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.233, Loss: 0.864 Epoch 44 Batch 82/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.233, Loss: 0.864 Epoch 44 Batch 83/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.872 Epoch 44 Batch 84/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.853 Epoch 44 Batch 85/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.852 Epoch 44 Batch 86/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.859 Epoch 44 Batch 87/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.874 Epoch 44 Batch 88/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.870 Epoch 44 Batch 89/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.863 Epoch 44 Batch 90/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.944 Epoch 44 Batch 91/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.849 Epoch 44 Batch 92/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.898 Epoch 44 Batch 93/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.878 Epoch 44 Batch 94/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.865 Epoch 44 Batch 95/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.901 Epoch 44 Batch 96/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.861 Epoch 44 Batch 97/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.838 Epoch 44 Batch 98/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.883 Epoch 44 Batch 99/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.859 Epoch 44 Batch 100/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.833 Epoch 44 Batch 101/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.868 Epoch 44 Batch 102/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.849 Epoch 44 Batch 103/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.885 Epoch 44 Batch 104/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.233, Loss: 0.878 Epoch 44 Batch 105/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.879 Epoch 44 Batch 106/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.233, Loss: 0.885 Epoch 44 Batch 107/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.895 Epoch 44 Batch 108/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.934 Epoch 44 Batch 109/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.861 Epoch 44 Batch 110/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.926 Epoch 44 Batch 111/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.835 Epoch 44 Batch 112/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.918 Epoch 44 Batch 113/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.888 Epoch 44 Batch 114/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.856 Epoch 44 Batch 115/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.899 Epoch 44 Batch 116/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.958 Epoch 44 Batch 117/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.930 Epoch 44 Batch 118/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.843 Epoch 44 Batch 119/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.957 Epoch 44 Batch 120/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.912 Epoch 44 Batch 121/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.920 Epoch 44 Batch 122/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.820 Epoch 44 Batch 123/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.833 Epoch 44 Batch 124/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.879 Epoch 44 Batch 125/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.911 Epoch 44 Batch 126/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.885 Epoch 44 Batch 127/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.825 Epoch 44 Batch 128/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.863 Epoch 44 Batch 129/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.864 Epoch 44 Batch 130/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.900 Epoch 44 Batch 131/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.909 Epoch 44 Batch 132/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.852 Epoch 44 Batch 133/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.870 Epoch 44 Batch 134/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.809 Epoch 44 Batch 135/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.861 Epoch 44 Batch 136/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.888 Epoch 44 Batch 137/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.892 Epoch 44 Batch 138/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.871 Epoch 44 Batch 139/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.923 Epoch 44 Batch 140/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.848 Epoch 44 Batch 141/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.865 Epoch 44 Batch 142/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.848 Epoch 44 Batch 143/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.911 Epoch 44 Batch 144/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.857 Epoch 44 Batch 145/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.886 Epoch 44 Batch 146/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.928 Epoch 44 Batch 147/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.920 Epoch 44 Batch 148/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.907 Epoch 44 Batch 149/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.895 Epoch 44 Batch 150/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.895 Epoch 44 Batch 151/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.837 Epoch 44 Batch 152/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.957 Epoch 44 Batch 153/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.851 Epoch 44 Batch 154/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.906 Epoch 44 Batch 155/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.920 Epoch 44 Batch 156/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.865 Epoch 44 Batch 157/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.945 Epoch 44 Batch 158/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.870 Epoch 44 Batch 159/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.834 Epoch 44 Batch 160/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.906 Epoch 44 Batch 161/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.941 Epoch 44 Batch 162/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.910 Epoch 44 Batch 163/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.861 Epoch 44 Batch 164/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.865 Epoch 44 Batch 165/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.801 Epoch 44 Batch 166/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.896 Epoch 44 Batch 167/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.909 Epoch 44 Batch 168/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.798 Epoch 44 Batch 169/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.922 Epoch 44 Batch 170/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.864 Epoch 44 Batch 171/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.233, Loss: 0.899 Epoch 44 Batch 172/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.851 Epoch 44 Batch 173/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.849 Epoch 44 Batch 174/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.899 Epoch 44 Batch 175/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.836 Epoch 44 Batch 176/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.830 Epoch 44 Batch 177/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.865 Epoch 44 Batch 178/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.857 Epoch 44 Batch 179/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.816 Epoch 44 Batch 180/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.899 Epoch 44 Batch 181/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.850 Epoch 44 Batch 182/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.898 Epoch 44 Batch 183/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.891 Epoch 44 Batch 184/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.841 Epoch 44 Batch 185/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.914 Epoch 44 Batch 186/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.865 Epoch 44 Batch 187/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.850 Epoch 44 Batch 188/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.864 Epoch 44 Batch 189/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.843 Epoch 44 Batch 190/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.908 Epoch 44 Batch 191/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.232, Loss: 0.876 Epoch 44 Batch 192/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.911 Epoch 44 Batch 193/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.866 Epoch 44 Batch 194/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.830 Epoch 44 Batch 195/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.836 Epoch 44 Batch 196/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.970 Epoch 44 Batch 197/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.826 Epoch 44 Batch 198/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.854 Epoch 44 Batch 199/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.850 Epoch 44 Batch 200/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.892 Epoch 44 Batch 201/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.786 Epoch 44 Batch 202/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.899 Epoch 44 Batch 203/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.851 Epoch 44 Batch 204/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.918 Epoch 44 Batch 205/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.953 Epoch 44 Batch 206/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.887 Epoch 44 Batch 207/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.890 Epoch 44 Batch 208/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.908 Epoch 44 Batch 209/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.883 Epoch 44 Batch 210/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.897 Epoch 44 Batch 211/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.883 Epoch 44 Batch 212/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.874 Epoch 44 Batch 213/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.889 Epoch 44 Batch 214/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.913 Epoch 44 Batch 215/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.901 Epoch 44 Batch 216/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.819 Epoch 44 Batch 217/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.864 Epoch 44 Batch 218/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.901 Epoch 44 Batch 219/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.914 Epoch 44 Batch 220/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.900 Epoch 44 Batch 221/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.845 Epoch 44 Batch 222/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.881 Epoch 44 Batch 223/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.841 Epoch 44 Batch 224/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.886 Epoch 44 Batch 225/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.938 Epoch 44 Batch 226/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.897 Epoch 44 Batch 227/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.851 Epoch 44 Batch 228/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.875 Epoch 44 Batch 229/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.836 Epoch 44 Batch 230/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.892 Epoch 44 Batch 231/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.918 Epoch 44 Batch 232/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.869 Epoch 44 Batch 233/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.907 Epoch 44 Batch 234/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.937 Epoch 44 Batch 235/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.885 Epoch 44 Batch 236/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.921 Epoch 44 Batch 237/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.824 Epoch 44 Batch 238/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.921 Epoch 44 Batch 239/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.845 Epoch 44 Batch 240/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.851 Epoch 44 Batch 241/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.869 Epoch 44 Batch 242/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.899 Epoch 44 Batch 243/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.879 Epoch 44 Batch 244/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.232, Loss: 0.868 Epoch 44 Batch 245/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.905 Epoch 44 Batch 246/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.874 Epoch 44 Batch 247/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.839 Epoch 44 Batch 248/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.859 Epoch 44 Batch 249/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.912 Epoch 44 Batch 250/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.232, Loss: 0.900 Epoch 44 Batch 251/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.934 Epoch 44 Batch 252/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.893 Epoch 44 Batch 253/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.232, Loss: 0.864 Epoch 44 Batch 254/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.855 Epoch 44 Batch 255/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.906 Epoch 44 Batch 256/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.933 Epoch 44 Batch 257/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.866 Epoch 44 Batch 258/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.874 Epoch 44 Batch 259/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.931 Epoch 44 Batch 260/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.871 Epoch 44 Batch 261/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.848 Epoch 44 Batch 262/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.891 Epoch 44 Batch 263/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.855 Epoch 44 Batch 264/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.943 Epoch 44 Batch 265/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.890 Epoch 44 Batch 266/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.863 Epoch 44 Batch 267/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.232, Loss: 0.878 Epoch 44 Batch 268/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.895 Epoch 44 Batch 269/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.891 Epoch 44 Batch 270/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.879 Epoch 44 Batch 271/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.936 Epoch 44 Batch 272/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.851 Epoch 44 Batch 273/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.932 Epoch 44 Batch 274/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.866 Epoch 44 Batch 275/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.857 Epoch 44 Batch 276/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.894 Epoch 44 Batch 277/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.844 Epoch 44 Batch 278/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.931 Epoch 44 Batch 279/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.866 Epoch 44 Batch 280/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.824 Epoch 44 Batch 281/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.919 Epoch 44 Batch 282/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.884 Epoch 44 Batch 283/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.876 Epoch 44 Batch 284/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.923 Epoch 44 Batch 285/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.822 Epoch 44 Batch 286/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.851 Epoch 44 Batch 287/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.823 Epoch 44 Batch 288/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.950 Epoch 44 Batch 289/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.887 Epoch 44 Batch 290/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.863 Epoch 44 Batch 291/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.958 Epoch 44 Batch 292/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.904 Epoch 44 Batch 293/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.873 Epoch 44 Batch 294/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.232, Loss: 0.908 Epoch 44 Batch 295/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.854 Epoch 44 Batch 296/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.912 Epoch 44 Batch 297/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.915 Epoch 44 Batch 298/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.891 Epoch 44 Batch 299/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.866 Epoch 44 Batch 300/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.806 Epoch 44 Batch 301/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.862 Epoch 44 Batch 302/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.865 Epoch 44 Batch 303/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.232, Loss: 0.842 Epoch 44 Batch 304/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.908 Epoch 44 Batch 305/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.870 Epoch 44 Batch 306/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.853 Epoch 44 Batch 307/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.874 Epoch 44 Batch 308/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.900 Epoch 44 Batch 309/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.861 Epoch 44 Batch 310/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.862 Epoch 44 Batch 311/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.232, Loss: 0.862 Epoch 44 Batch 312/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.865 Epoch 44 Batch 313/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.869 Epoch 44 Batch 314/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.855 Epoch 44 Batch 315/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.860 Epoch 44 Batch 316/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.876 Epoch 44 Batch 317/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.921 Epoch 44 Batch 318/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.874 Epoch 44 Batch 319/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.910 Epoch 44 Batch 320/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.936 Epoch 44 Batch 321/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.914 Epoch 44 Batch 322/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.233, Loss: 0.881 Epoch 44 Batch 323/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.905 Epoch 44 Batch 324/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.894 Epoch 44 Batch 325/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.877 Epoch 44 Batch 326/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.849 Epoch 44 Batch 327/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.824 Epoch 44 Batch 328/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.884 Epoch 44 Batch 329/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.845 Epoch 44 Batch 330/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.872 Epoch 44 Batch 331/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.920 Epoch 44 Batch 332/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.906 Epoch 44 Batch 333/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.886 Epoch 44 Batch 334/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.863 Epoch 44 Batch 335/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.889 Epoch 44 Batch 336/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.917 Epoch 44 Batch 337/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.825 Epoch 44 Batch 338/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.874 Epoch 44 Batch 339/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.888 Epoch 44 Batch 340/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.893 Epoch 44 Batch 341/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.875 Epoch 44 Batch 342/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.827 Epoch 44 Batch 343/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.901 Epoch 44 Batch 344/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.904 Epoch 44 Batch 345/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.856 Epoch 44 Batch 346/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.861 Epoch 44 Batch 347/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.869 Epoch 44 Batch 348/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.858 Epoch 44 Batch 349/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.891 Epoch 44 Batch 350/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.896 Epoch 44 Batch 351/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.931 Epoch 44 Batch 352/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.836 Epoch 44 Batch 353/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.811 Epoch 44 Batch 354/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.908 Epoch 44 Batch 355/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.898 Epoch 44 Batch 356/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.808 Epoch 44 Batch 357/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.926 Epoch 44 Batch 358/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.863 Epoch 44 Batch 359/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.913 Epoch 44 Batch 360/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.855 Epoch 44 Batch 361/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.883 Epoch 44 Batch 362/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.879 Epoch 44 Batch 363/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.948 Epoch 44 Batch 364/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.912 Epoch 44 Batch 365/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.859 Epoch 44 Batch 366/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.852 Epoch 44 Batch 367/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.903 Epoch 44 Batch 368/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.872 Epoch 44 Batch 369/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.849 Epoch 44 Batch 370/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.915 Epoch 44 Batch 371/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.918 Epoch 44 Batch 372/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.871 Epoch 44 Batch 373/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.830 Epoch 44 Batch 374/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.834 Epoch 44 Batch 375/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.232, Loss: 0.844 Epoch 44 Batch 376/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.232, Loss: 0.874 Epoch 44 Batch 377/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.855 Epoch 44 Batch 378/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.910 Epoch 44 Batch 379/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.871 Epoch 44 Batch 380/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.879 Epoch 44 Batch 381/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.930 Epoch 44 Batch 382/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.874 Epoch 44 Batch 383/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.872 Epoch 44 Batch 384/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.891 Epoch 44 Batch 385/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.846 Epoch 44 Batch 386/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.856 Epoch 44 Batch 387/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.897 Epoch 44 Batch 388/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.232, Loss: 0.902 Epoch 44 Batch 389/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.948 Epoch 44 Batch 390/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.934 Epoch 44 Batch 391/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.939 Epoch 44 Batch 392/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.839 Epoch 44 Batch 393/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.893 Epoch 44 Batch 394/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.878 Epoch 44 Batch 395/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.901 Epoch 44 Batch 396/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.877 Epoch 44 Batch 397/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.903 Epoch 44 Batch 398/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.897 Epoch 44 Batch 399/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.933 Epoch 44 Batch 400/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.916 Epoch 44 Batch 401/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.848 Epoch 44 Batch 402/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.909 Epoch 44 Batch 403/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.851 Epoch 44 Batch 404/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.882 Epoch 44 Batch 405/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.230, Loss: 0.837 Epoch 44 Batch 406/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.231, Loss: 0.821 Epoch 44 Batch 407/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.846 Epoch 44 Batch 408/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.907 Epoch 44 Batch 409/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.886 Epoch 44 Batch 410/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.230, Loss: 0.890 Epoch 44 Batch 411/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.230, Loss: 0.909 Epoch 44 Batch 412/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.841 Epoch 44 Batch 413/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.892 Epoch 44 Batch 414/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.862 Epoch 44 Batch 415/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.999 Epoch 44 Batch 416/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.852 Epoch 44 Batch 417/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.903 Epoch 44 Batch 418/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.849 Epoch 44 Batch 419/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.230, Loss: 0.858 Epoch 44 Batch 420/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.911 Epoch 44 Batch 421/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.890 Epoch 44 Batch 422/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.905 Epoch 44 Batch 423/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.893 Epoch 44 Batch 424/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.894 Epoch 44 Batch 425/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.885 Epoch 44 Batch 426/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.893 Epoch 44 Batch 427/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.885 Epoch 44 Batch 428/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.914 Epoch 44 Batch 429/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.854 Epoch 44 Batch 430/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.907 Epoch 44 Batch 431/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.937 Epoch 44 Batch 432/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.869 Epoch 44 Batch 433/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.866 Epoch 44 Batch 434/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.840 Epoch 44 Batch 435/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.974 Epoch 44 Batch 436/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.880 Epoch 44 Batch 437/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.831 Epoch 44 Batch 438/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.856 Epoch 44 Batch 439/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.850 Epoch 44 Batch 440/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.884 Epoch 44 Batch 441/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.910 Epoch 44 Batch 442/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.847 Epoch 44 Batch 443/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.819 Epoch 44 Batch 444/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.920 Epoch 44 Batch 445/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.831 Epoch 44 Batch 446/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.871 Epoch 44 Batch 447/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.838 Epoch 44 Batch 448/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.897 Epoch 44 Batch 449/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.889 Epoch 44 Batch 450/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.885 Epoch 44 Batch 451/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.868 Epoch 44 Batch 452/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.938 Epoch 44 Batch 453/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.795 Epoch 44 Batch 454/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.886 Epoch 44 Batch 455/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.232, Loss: 0.931 Epoch 44 Batch 456/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.886 Epoch 44 Batch 457/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.831 Epoch 44 Batch 458/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.232, Loss: 0.892 Epoch 44 Batch 459/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.858 Epoch 44 Batch 460/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.973 Epoch 44 Batch 461/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.896 Epoch 44 Batch 462/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.874 Epoch 44 Batch 463/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.853 Epoch 44 Batch 464/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.232, Loss: 0.926 Epoch 44 Batch 465/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.897 Epoch 44 Batch 466/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.850 Epoch 44 Batch 467/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.937 Epoch 44 Batch 468/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.874 Epoch 44 Batch 469/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.849 Epoch 44 Batch 470/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.859 Epoch 44 Batch 471/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.824 Epoch 44 Batch 472/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.894 Epoch 44 Batch 473/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.898 Epoch 44 Batch 474/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.934 Epoch 44 Batch 475/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.858 Epoch 44 Batch 476/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.232, Loss: 0.884 Epoch 44 Batch 477/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.232, Loss: 0.878 Epoch 44 Batch 478/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.852 Epoch 44 Batch 479/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.890 Epoch 44 Batch 480/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.906 Epoch 44 Batch 481/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.811 Epoch 44 Batch 482/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.849 Epoch 44 Batch 483/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.877 Epoch 44 Batch 484/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.863 Epoch 44 Batch 485/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.785 Epoch 44 Batch 486/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.915 Epoch 44 Batch 487/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.869 Epoch 44 Batch 488/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.915 Epoch 44 Batch 489/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.904 Epoch 44 Batch 490/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.890 Epoch 44 Batch 491/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.950 Epoch 44 Batch 492/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.829 Epoch 44 Batch 493/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.835 Epoch 44 Batch 494/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.865 Epoch 44 Batch 495/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.872 Epoch 44 Batch 496/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.893 Epoch 44 Batch 497/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.865 Epoch 44 Batch 498/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.846 Epoch 44 Batch 499/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.876 Epoch 44 Batch 500/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.833 Epoch 44 Batch 501/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.878 Epoch 44 Batch 502/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.902 Epoch 44 Batch 503/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.882 Epoch 44 Batch 504/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.908 Epoch 44 Batch 505/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.862 Epoch 44 Batch 506/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.899 Epoch 44 Batch 507/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.230, Loss: 0.886 Epoch 44 Batch 508/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.973 Epoch 44 Batch 509/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.942 Epoch 44 Batch 510/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.905 Epoch 44 Batch 511/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.231, Loss: 0.915 Epoch 44 Batch 512/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.840 Epoch 44 Batch 513/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.887 Epoch 44 Batch 514/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.856 Epoch 44 Batch 515/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.888 Epoch 44 Batch 516/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.937 Epoch 44 Batch 517/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.934 Epoch 44 Batch 518/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.938 Epoch 44 Batch 519/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.876 Epoch 44 Batch 520/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.850 Epoch 44 Batch 521/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.908 Epoch 44 Batch 522/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.873 Epoch 44 Batch 523/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.936 Epoch 44 Batch 524/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.872 Epoch 44 Batch 525/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.902 Epoch 44 Batch 526/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.857 Epoch 44 Batch 527/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.900 Epoch 44 Batch 528/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.855 Epoch 44 Batch 529/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.869 Epoch 44 Batch 530/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.912 Epoch 44 Batch 531/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.937 Epoch 44 Batch 532/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.916 Epoch 44 Batch 533/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.841 Epoch 44 Batch 534/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.824 Epoch 44 Batch 535/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.943 Epoch 44 Batch 536/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.892 Epoch 44 Batch 537/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.853 Epoch 44 Batch 538/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.902 Epoch 44 Batch 539/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.863 Epoch 44 Batch 540/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.887 Epoch 44 Batch 541/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.838 Epoch 44 Batch 542/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.888 Epoch 44 Batch 543/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.876 Epoch 44 Batch 544/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.861 Epoch 44 Batch 545/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.877 Epoch 44 Batch 546/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.883 Epoch 44 Batch 547/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.890 Epoch 44 Batch 548/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.911 Epoch 44 Batch 549/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.874 Epoch 44 Batch 550/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.803 Epoch 44 Batch 551/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.895 Epoch 44 Batch 552/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.899 Epoch 44 Batch 553/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.891 Epoch 44 Batch 554/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.924 Epoch 44 Batch 555/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.903 Epoch 44 Batch 556/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.906 Epoch 44 Batch 557/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.907 Epoch 44 Batch 558/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.898 Epoch 44 Batch 559/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.913 Epoch 44 Batch 560/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.778 Epoch 44 Batch 561/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.886 Epoch 44 Batch 562/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.832 Epoch 44 Batch 563/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.857 Epoch 44 Batch 564/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.231, Loss: 0.863 Epoch 44 Batch 565/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.876 Epoch 44 Batch 566/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.843 Epoch 44 Batch 567/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.895 Epoch 44 Batch 568/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.833 Epoch 44 Batch 569/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.890 Epoch 44 Batch 570/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.878 Epoch 44 Batch 571/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.870 Epoch 44 Batch 572/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.874 Epoch 44 Batch 573/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.919 Epoch 44 Batch 574/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.231, Loss: 0.861 Epoch 44 Batch 575/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.895 Epoch 44 Batch 576/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.883 Epoch 44 Batch 577/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.230, Loss: 0.837 Epoch 44 Batch 578/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.230, Loss: 0.904 Epoch 44 Batch 579/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.877 Epoch 44 Batch 580/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.859 Epoch 44 Batch 581/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.801 Epoch 44 Batch 582/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.916 Epoch 44 Batch 583/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.826 Epoch 44 Batch 584/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.230, Loss: 0.925 Epoch 44 Batch 585/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.762 Epoch 44 Batch 586/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.230, Loss: 0.837 Epoch 44 Batch 587/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.878 Epoch 44 Batch 588/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.828 Epoch 44 Batch 589/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.832 Epoch 44 Batch 590/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.826 Epoch 44 Batch 591/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.231, Loss: 0.903 Epoch 44 Batch 592/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.834 Epoch 44 Batch 593/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.911 Epoch 44 Batch 594/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.837 Epoch 44 Batch 595/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.858 Epoch 44 Batch 596/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.866 Epoch 44 Batch 597/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.232, Loss: 0.849 Epoch 44 Batch 598/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.880 Epoch 44 Batch 599/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.852 Epoch 44 Batch 600/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.847 Epoch 44 Batch 601/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.231, Loss: 0.904 Epoch 44 Batch 602/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.897 Epoch 44 Batch 603/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.943 Epoch 44 Batch 604/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.839 Epoch 44 Batch 605/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.884 Epoch 44 Batch 606/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.879 Epoch 44 Batch 607/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.232, Loss: 0.936 Epoch 44 Batch 608/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.883 Epoch 44 Batch 609/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.864 Epoch 44 Batch 610/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.904 Epoch 44 Batch 611/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.898 Epoch 44 Batch 612/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.851 Epoch 44 Batch 613/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.846 Epoch 44 Batch 614/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.894 Epoch 44 Batch 615/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.932 Epoch 44 Batch 616/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.924 Epoch 44 Batch 617/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.882 Epoch 44 Batch 618/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.921 Epoch 44 Batch 619/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 0.870 Epoch 44 Batch 620/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.890 Epoch 44 Batch 621/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.915 Epoch 44 Batch 622/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.852 Epoch 44 Batch 623/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.874 Epoch 44 Batch 624/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.881 Epoch 44 Batch 625/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.920 Epoch 44 Batch 626/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.231, Loss: 0.896 Epoch 44 Batch 627/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.865 Epoch 44 Batch 628/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.864 Epoch 44 Batch 629/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.898 Epoch 44 Batch 630/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.901 Epoch 44 Batch 631/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.826 Epoch 44 Batch 632/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.878 Epoch 44 Batch 633/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.975 Epoch 44 Batch 634/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.868 Epoch 44 Batch 635/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.887 Epoch 44 Batch 636/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.878 Epoch 44 Batch 637/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.938 Epoch 44 Batch 638/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.858 Epoch 44 Batch 639/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.892 Epoch 44 Batch 640/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.938 Epoch 44 Batch 641/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.849 Epoch 44 Batch 642/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.873 Epoch 44 Batch 643/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.839 Epoch 44 Batch 644/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.850 Epoch 44 Batch 645/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.868 Epoch 44 Batch 646/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.893 Epoch 44 Batch 647/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.865 Epoch 44 Batch 648/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.836 Epoch 44 Batch 649/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.819 Epoch 44 Batch 650/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.945 Epoch 44 Batch 651/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.843 Epoch 44 Batch 652/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.904 Epoch 44 Batch 653/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.882 Epoch 44 Batch 654/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.838 Epoch 44 Batch 655/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.825 Epoch 44 Batch 656/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.934 Epoch 44 Batch 657/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.877 Epoch 44 Batch 658/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.978 Epoch 44 Batch 659/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.886 Epoch 44 Batch 660/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.889 Epoch 44 Batch 661/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.867 Epoch 44 Batch 662/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.883 Epoch 44 Batch 663/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.920 Epoch 44 Batch 664/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.888 Epoch 44 Batch 665/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.898 Epoch 44 Batch 666/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 0.891 Epoch 44 Batch 667/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.858 Epoch 44 Batch 668/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.881 Epoch 44 Batch 669/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.897 Epoch 44 Batch 670/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.233, Loss: 0.868 Epoch 44 Batch 671/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.889 Epoch 44 Batch 672/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.872 Epoch 44 Batch 673/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.861 Epoch 44 Batch 674/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.856 Epoch 44 Batch 675/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.918 Epoch 44 Batch 676/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.892 Epoch 44 Batch 677/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.871 Epoch 44 Batch 678/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.944 Epoch 44 Batch 679/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.868 Epoch 44 Batch 680/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.876 Epoch 44 Batch 681/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.878 Epoch 44 Batch 682/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.232, Loss: 0.858 Epoch 44 Batch 683/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.857 Epoch 44 Batch 684/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.929 Epoch 44 Batch 685/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.893 Epoch 44 Batch 686/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.231, Loss: 0.876 Epoch 44 Batch 687/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.920 Epoch 44 Batch 688/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.913 Epoch 44 Batch 689/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.896 Epoch 44 Batch 690/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.868 Epoch 44 Batch 691/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.889 Epoch 44 Batch 692/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.954 Epoch 44 Batch 693/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.942 Epoch 44 Batch 694/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.921 Epoch 44 Batch 695/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.924 Epoch 44 Batch 696/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.911 Epoch 44 Batch 697/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.924 Epoch 44 Batch 698/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.870 Epoch 44 Batch 699/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 0.908 Epoch 44 Batch 700/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.894 Epoch 44 Batch 701/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.900 Epoch 44 Batch 702/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.891 Epoch 44 Batch 703/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.840 Epoch 44 Batch 704/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.885 Epoch 44 Batch 705/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.950 Epoch 44 Batch 706/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.928 Epoch 44 Batch 707/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.884 Epoch 44 Batch 708/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.868 Epoch 44 Batch 709/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.865 Epoch 44 Batch 710/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.925 Epoch 44 Batch 711/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.870 Epoch 44 Batch 712/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.852 Epoch 44 Batch 713/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.232, Loss: 0.881 Epoch 44 Batch 714/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.232, Loss: 0.873 Epoch 44 Batch 715/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.867 Epoch 44 Batch 716/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.888 Epoch 44 Batch 717/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.859 Epoch 44 Batch 718/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.834 Epoch 44 Batch 719/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.930 Epoch 44 Batch 720/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.906 Epoch 44 Batch 721/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.828 Epoch 44 Batch 722/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.820 Epoch 44 Batch 723/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.816 Epoch 44 Batch 724/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.878 Epoch 44 Batch 725/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.232, Loss: 0.950 Epoch 44 Batch 726/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.857 Epoch 44 Batch 727/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.916 Epoch 44 Batch 728/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.872 Epoch 44 Batch 729/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.879 Epoch 44 Batch 730/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.952 Epoch 44 Batch 731/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.846 Epoch 44 Batch 732/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.814 Epoch 44 Batch 733/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.856 Epoch 44 Batch 734/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.873 Epoch 44 Batch 735/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.905 Epoch 44 Batch 736/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.812 Epoch 44 Batch 737/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.842 Epoch 44 Batch 738/1077 - Train Accuracy: 0.289, Validation Accuracy: 0.232, Loss: 0.910 Epoch 44 Batch 739/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.896 Epoch 44 Batch 740/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.876 Epoch 44 Batch 741/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.919 Epoch 44 Batch 742/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.857 Epoch 44 Batch 743/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.806 Epoch 44 Batch 744/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.876 Epoch 44 Batch 745/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.935 Epoch 44 Batch 746/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.890 Epoch 44 Batch 747/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.850 Epoch 44 Batch 748/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.874 Epoch 44 Batch 749/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.843 Epoch 44 Batch 750/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.883 Epoch 44 Batch 751/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.853 Epoch 44 Batch 752/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.909 Epoch 44 Batch 753/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.873 Epoch 44 Batch 754/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.921 Epoch 44 Batch 755/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.932 Epoch 44 Batch 756/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.857 Epoch 44 Batch 757/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.802 Epoch 44 Batch 758/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.873 Epoch 44 Batch 759/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.888 Epoch 44 Batch 760/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.868 Epoch 44 Batch 761/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.892 Epoch 44 Batch 762/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.832 Epoch 44 Batch 763/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.878 Epoch 44 Batch 764/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.856 Epoch 44 Batch 765/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.940 Epoch 44 Batch 766/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.919 Epoch 44 Batch 767/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.900 Epoch 44 Batch 768/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.862 Epoch 44 Batch 769/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.848 Epoch 44 Batch 770/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.920 Epoch 44 Batch 771/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.872 Epoch 44 Batch 772/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.924 Epoch 44 Batch 773/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.878 Epoch 44 Batch 774/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.871 Epoch 44 Batch 775/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.874 Epoch 44 Batch 776/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.882 Epoch 44 Batch 777/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.850 Epoch 44 Batch 778/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.889 Epoch 44 Batch 779/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.915 Epoch 44 Batch 780/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.879 Epoch 44 Batch 781/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.824 Epoch 44 Batch 782/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.876 Epoch 44 Batch 783/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.886 Epoch 44 Batch 784/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.864 Epoch 44 Batch 785/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.903 Epoch 44 Batch 786/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.902 Epoch 44 Batch 787/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.922 Epoch 44 Batch 788/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.871 Epoch 44 Batch 789/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.881 Epoch 44 Batch 790/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.852 Epoch 44 Batch 791/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.932 Epoch 44 Batch 792/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.804 Epoch 44 Batch 793/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.933 Epoch 44 Batch 794/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.827 Epoch 44 Batch 795/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.890 Epoch 44 Batch 796/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.837 Epoch 44 Batch 797/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.894 Epoch 44 Batch 798/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.913 Epoch 44 Batch 799/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.232, Loss: 0.889 Epoch 44 Batch 800/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.863 Epoch 44 Batch 801/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.926 Epoch 44 Batch 802/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.885 Epoch 44 Batch 803/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.876 Epoch 44 Batch 804/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.835 Epoch 44 Batch 805/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.882 Epoch 44 Batch 806/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.852 Epoch 44 Batch 807/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.835 Epoch 44 Batch 808/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.880 Epoch 44 Batch 809/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.931 Epoch 44 Batch 810/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.909 Epoch 44 Batch 811/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.903 Epoch 44 Batch 812/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.872 Epoch 44 Batch 813/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.876 Epoch 44 Batch 814/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.939 Epoch 44 Batch 815/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.810 Epoch 44 Batch 816/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.843 Epoch 44 Batch 817/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.901 Epoch 44 Batch 818/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.877 Epoch 44 Batch 819/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.835 Epoch 44 Batch 820/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.904 Epoch 44 Batch 821/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.845 Epoch 44 Batch 822/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.817 Epoch 44 Batch 823/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.838 Epoch 44 Batch 824/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.880 Epoch 44 Batch 825/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.853 Epoch 44 Batch 826/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.900 Epoch 44 Batch 827/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.824 Epoch 44 Batch 828/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.909 Epoch 44 Batch 829/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.884 Epoch 44 Batch 830/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.972 Epoch 44 Batch 831/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.232, Loss: 0.889 Epoch 44 Batch 832/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.891 Epoch 44 Batch 833/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.897 Epoch 44 Batch 834/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.232, Loss: 0.874 Epoch 44 Batch 835/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.843 Epoch 44 Batch 836/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.848 Epoch 44 Batch 837/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.882 Epoch 44 Batch 838/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.894 Epoch 44 Batch 839/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.875 Epoch 44 Batch 840/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.889 Epoch 44 Batch 841/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.878 Epoch 44 Batch 842/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.925 Epoch 44 Batch 843/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.850 Epoch 44 Batch 844/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.836 Epoch 44 Batch 845/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.838 Epoch 44 Batch 846/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.851 Epoch 44 Batch 847/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.778 Epoch 44 Batch 848/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.880 Epoch 44 Batch 849/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.874 Epoch 44 Batch 850/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.887 Epoch 44 Batch 851/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.885 Epoch 44 Batch 852/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.847 Epoch 44 Batch 853/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.820 Epoch 44 Batch 854/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.897 Epoch 44 Batch 855/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.943 Epoch 44 Batch 856/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.871 Epoch 44 Batch 857/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.897 Epoch 44 Batch 858/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.881 Epoch 44 Batch 859/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.874 Epoch 44 Batch 860/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.895 Epoch 44 Batch 861/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.911 Epoch 44 Batch 862/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.896 Epoch 44 Batch 863/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.861 Epoch 44 Batch 864/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.885 Epoch 44 Batch 865/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.233, Loss: 0.862 Epoch 44 Batch 866/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.906 Epoch 44 Batch 867/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.944 Epoch 44 Batch 868/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.938 Epoch 44 Batch 869/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.886 Epoch 44 Batch 870/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.914 Epoch 44 Batch 871/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.896 Epoch 44 Batch 872/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.854 Epoch 44 Batch 873/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.940 Epoch 44 Batch 874/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.859 Epoch 44 Batch 875/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.891 Epoch 44 Batch 876/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.872 Epoch 44 Batch 877/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.917 Epoch 44 Batch 878/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.853 Epoch 44 Batch 879/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.878 Epoch 44 Batch 880/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.870 Epoch 44 Batch 881/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.838 Epoch 44 Batch 882/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.917 Epoch 44 Batch 883/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.837 Epoch 44 Batch 884/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.989 Epoch 44 Batch 885/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.232, Loss: 0.884 Epoch 44 Batch 886/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.953 Epoch 44 Batch 887/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.886 Epoch 44 Batch 888/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.899 Epoch 44 Batch 889/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.836 Epoch 44 Batch 890/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.899 Epoch 44 Batch 891/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.834 Epoch 44 Batch 892/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.927 Epoch 44 Batch 893/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.842 Epoch 44 Batch 894/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.889 Epoch 44 Batch 895/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.873 Epoch 44 Batch 896/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.935 Epoch 44 Batch 897/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.900 Epoch 44 Batch 898/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.897 Epoch 44 Batch 899/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.846 Epoch 44 Batch 900/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.835 Epoch 44 Batch 901/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.914 Epoch 44 Batch 902/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.917 Epoch 44 Batch 903/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.900 Epoch 44 Batch 904/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.232, Loss: 0.876 Epoch 44 Batch 905/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.827 Epoch 44 Batch 906/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.861 Epoch 44 Batch 907/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.881 Epoch 44 Batch 908/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.892 Epoch 44 Batch 909/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.871 Epoch 44 Batch 910/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.915 Epoch 44 Batch 911/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.232, Loss: 0.897 Epoch 44 Batch 912/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.865 Epoch 44 Batch 913/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.900 Epoch 44 Batch 914/1077 - Train Accuracy: 0.299, Validation Accuracy: 0.232, Loss: 0.976 Epoch 44 Batch 915/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 0.906 Epoch 44 Batch 916/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.852 Epoch 44 Batch 917/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.931 Epoch 44 Batch 918/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.899 Epoch 44 Batch 919/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.232, Loss: 0.920 Epoch 44 Batch 920/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.929 Epoch 44 Batch 921/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.858 Epoch 44 Batch 922/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.817 Epoch 44 Batch 923/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 0.884 Epoch 44 Batch 924/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.232, Loss: 0.924 Epoch 44 Batch 925/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.820 Epoch 44 Batch 926/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.875 Epoch 44 Batch 927/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.232, Loss: 0.925 Epoch 44 Batch 928/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.940 Epoch 44 Batch 929/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.887 Epoch 44 Batch 930/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.860 Epoch 44 Batch 931/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.867 Epoch 44 Batch 932/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.882 Epoch 44 Batch 933/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.872 Epoch 44 Batch 934/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.907 Epoch 44 Batch 935/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.891 Epoch 44 Batch 936/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.803 Epoch 44 Batch 937/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.913 Epoch 44 Batch 938/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.856 Epoch 44 Batch 939/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.885 Epoch 44 Batch 940/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.864 Epoch 44 Batch 941/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.919 Epoch 44 Batch 942/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.230, Loss: 0.903 Epoch 44 Batch 943/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.862 Epoch 44 Batch 944/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.230, Loss: 0.866 Epoch 44 Batch 945/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.899 Epoch 44 Batch 946/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.230, Loss: 0.848 Epoch 44 Batch 947/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.230, Loss: 0.888 Epoch 44 Batch 948/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.834 Epoch 44 Batch 949/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.904 Epoch 44 Batch 950/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.908 Epoch 44 Batch 951/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.905 Epoch 44 Batch 952/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.888 Epoch 44 Batch 953/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.881 Epoch 44 Batch 954/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.945 Epoch 44 Batch 955/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.931 Epoch 44 Batch 956/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.953 Epoch 44 Batch 957/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.882 Epoch 44 Batch 958/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.884 Epoch 44 Batch 959/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.868 Epoch 44 Batch 960/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.841 Epoch 44 Batch 961/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.902 Epoch 44 Batch 962/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.859 Epoch 44 Batch 963/1077 - Train Accuracy: 0.072, Validation Accuracy: 0.233, Loss: 0.915 Epoch 44 Batch 964/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.865 Epoch 44 Batch 965/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.233, Loss: 0.972 Epoch 44 Batch 966/1077 - Train Accuracy: 0.265, Validation Accuracy: 0.233, Loss: 0.837 Epoch 44 Batch 967/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.878 Epoch 44 Batch 968/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.911 Epoch 44 Batch 969/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.886 Epoch 44 Batch 970/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.847 Epoch 44 Batch 971/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.858 Epoch 44 Batch 972/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.885 Epoch 44 Batch 973/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.891 Epoch 44 Batch 974/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.868 Epoch 44 Batch 975/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.898 Epoch 44 Batch 976/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.942 Epoch 44 Batch 977/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.797 Epoch 44 Batch 978/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.906 Epoch 44 Batch 979/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 0.909 Epoch 44 Batch 980/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.882 Epoch 44 Batch 981/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.854 Epoch 44 Batch 982/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.886 Epoch 44 Batch 983/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.861 Epoch 44 Batch 984/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.829 Epoch 44 Batch 985/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.879 Epoch 44 Batch 986/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.845 Epoch 44 Batch 987/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.869 Epoch 44 Batch 988/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.232, Loss: 0.929 Epoch 44 Batch 989/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.862 Epoch 44 Batch 990/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.935 Epoch 44 Batch 991/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.232, Loss: 0.887 Epoch 44 Batch 992/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.940 Epoch 44 Batch 993/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.899 Epoch 44 Batch 994/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.806 Epoch 44 Batch 995/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.230, Loss: 0.860 Epoch 44 Batch 996/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.877 Epoch 44 Batch 997/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.922 Epoch 44 Batch 998/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.230, Loss: 0.872 Epoch 44 Batch 999/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.871 Epoch 44 Batch 1000/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.230, Loss: 0.832 Epoch 44 Batch 1001/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.230, Loss: 0.875 Epoch 44 Batch 1002/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.230, Loss: 0.860 Epoch 44 Batch 1003/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.230, Loss: 0.909 Epoch 44 Batch 1004/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.892 Epoch 44 Batch 1005/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.828 Epoch 44 Batch 1006/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.877 Epoch 44 Batch 1007/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.230, Loss: 0.887 Epoch 44 Batch 1008/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.887 Epoch 44 Batch 1009/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.859 Epoch 44 Batch 1010/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.880 Epoch 44 Batch 1011/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.903 Epoch 44 Batch 1012/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.231, Loss: 0.889 Epoch 44 Batch 1013/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.914 Epoch 44 Batch 1014/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.836 Epoch 44 Batch 1015/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.878 Epoch 44 Batch 1016/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.856 Epoch 44 Batch 1017/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.231, Loss: 0.871 Epoch 44 Batch 1018/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.914 Epoch 44 Batch 1019/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.914 Epoch 44 Batch 1020/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.860 Epoch 44 Batch 1021/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.948 Epoch 44 Batch 1022/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.921 Epoch 44 Batch 1023/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.232, Loss: 0.875 Epoch 44 Batch 1024/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.887 Epoch 44 Batch 1025/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.848 Epoch 44 Batch 1026/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.864 Epoch 44 Batch 1027/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.870 Epoch 44 Batch 1028/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.831 Epoch 44 Batch 1029/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.887 Epoch 44 Batch 1030/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.837 Epoch 44 Batch 1031/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.863 Epoch 44 Batch 1032/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.938 Epoch 44 Batch 1033/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.876 Epoch 44 Batch 1034/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.814 Epoch 44 Batch 1035/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.885 Epoch 44 Batch 1036/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.859 Epoch 44 Batch 1037/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.906 Epoch 44 Batch 1038/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.899 Epoch 44 Batch 1039/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.923 Epoch 44 Batch 1040/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.837 Epoch 44 Batch 1041/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.891 Epoch 44 Batch 1042/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.849 Epoch 44 Batch 1043/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.231, Loss: 0.876 Epoch 44 Batch 1044/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.930 Epoch 44 Batch 1045/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.916 Epoch 44 Batch 1046/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.858 Epoch 44 Batch 1047/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.826 Epoch 44 Batch 1048/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.907 Epoch 44 Batch 1049/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.890 Epoch 44 Batch 1050/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.856 Epoch 44 Batch 1051/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.928 Epoch 44 Batch 1052/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.867 Epoch 44 Batch 1053/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.913 Epoch 44 Batch 1054/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.858 Epoch 44 Batch 1055/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.865 Epoch 44 Batch 1056/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.899 Epoch 44 Batch 1057/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.868 Epoch 44 Batch 1058/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.868 Epoch 44 Batch 1059/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.845 Epoch 44 Batch 1060/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.906 Epoch 44 Batch 1061/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.932 Epoch 44 Batch 1062/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.879 Epoch 44 Batch 1063/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.847 Epoch 44 Batch 1064/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.915 Epoch 44 Batch 1065/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.897 Epoch 44 Batch 1066/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.852 Epoch 44 Batch 1067/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.878 Epoch 44 Batch 1068/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.874 Epoch 44 Batch 1069/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.948 Epoch 44 Batch 1070/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.903 Epoch 44 Batch 1071/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.850 Epoch 44 Batch 1072/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.913 Epoch 44 Batch 1073/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.924 Epoch 44 Batch 1074/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.934 Epoch 44 Batch 1075/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.863 Epoch 45 Batch 0/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.874 Epoch 45 Batch 1/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.899 Epoch 45 Batch 2/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.921 Epoch 45 Batch 3/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.930 Epoch 45 Batch 4/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.808 Epoch 45 Batch 5/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.883 Epoch 45 Batch 6/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.878 Epoch 45 Batch 7/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.232, Loss: 0.876 Epoch 45 Batch 8/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.878 Epoch 45 Batch 9/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.868 Epoch 45 Batch 10/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.889 Epoch 45 Batch 11/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.865 Epoch 45 Batch 12/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.870 Epoch 45 Batch 13/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.868 Epoch 45 Batch 14/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.872 Epoch 45 Batch 15/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.864 Epoch 45 Batch 16/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.885 Epoch 45 Batch 17/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.872 Epoch 45 Batch 18/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.896 Epoch 45 Batch 19/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.827 Epoch 45 Batch 20/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.845 Epoch 45 Batch 21/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.894 Epoch 45 Batch 22/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.903 Epoch 45 Batch 23/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.875 Epoch 45 Batch 24/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.905 Epoch 45 Batch 25/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.903 Epoch 45 Batch 26/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.930 Epoch 45 Batch 27/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.885 Epoch 45 Batch 28/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.919 Epoch 45 Batch 29/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.949 Epoch 45 Batch 30/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.926 Epoch 45 Batch 31/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.860 Epoch 45 Batch 32/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.869 Epoch 45 Batch 33/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.893 Epoch 45 Batch 34/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.829 Epoch 45 Batch 35/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.890 Epoch 45 Batch 36/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.878 Epoch 45 Batch 37/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.858 Epoch 45 Batch 38/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.232, Loss: 0.902 Epoch 45 Batch 39/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.892 Epoch 45 Batch 40/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.903 Epoch 45 Batch 41/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.842 Epoch 45 Batch 42/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.893 Epoch 45 Batch 43/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.232, Loss: 0.794 Epoch 45 Batch 44/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.868 Epoch 45 Batch 45/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.853 Epoch 45 Batch 46/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.232, Loss: 0.913 Epoch 45 Batch 47/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.843 Epoch 45 Batch 48/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.856 Epoch 45 Batch 49/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.232, Loss: 0.870 Epoch 45 Batch 50/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.911 Epoch 45 Batch 51/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.894 Epoch 45 Batch 52/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.915 Epoch 45 Batch 53/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.231, Loss: 0.905 Epoch 45 Batch 54/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.924 Epoch 45 Batch 55/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.824 Epoch 45 Batch 56/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.835 Epoch 45 Batch 57/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.232, Loss: 0.877 Epoch 45 Batch 58/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.884 Epoch 45 Batch 59/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.869 Epoch 45 Batch 60/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.850 Epoch 45 Batch 61/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.843 Epoch 45 Batch 62/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.856 Epoch 45 Batch 63/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.847 Epoch 45 Batch 64/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.915 Epoch 45 Batch 65/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.828 Epoch 45 Batch 66/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.232, Loss: 0.848 Epoch 45 Batch 67/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.892 Epoch 45 Batch 68/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.827 Epoch 45 Batch 69/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.908 Epoch 45 Batch 70/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.916 Epoch 45 Batch 71/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.925 Epoch 45 Batch 72/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.943 Epoch 45 Batch 73/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.860 Epoch 45 Batch 74/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.818 Epoch 45 Batch 75/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.899 Epoch 45 Batch 76/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.929 Epoch 45 Batch 77/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.887 Epoch 45 Batch 78/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.911 Epoch 45 Batch 79/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.839 Epoch 45 Batch 80/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.848 Epoch 45 Batch 81/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.232, Loss: 0.899 Epoch 45 Batch 82/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.232, Loss: 0.867 Epoch 45 Batch 83/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.855 Epoch 45 Batch 84/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.834 Epoch 45 Batch 85/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.844 Epoch 45 Batch 86/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.871 Epoch 45 Batch 87/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.862 Epoch 45 Batch 88/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.911 Epoch 45 Batch 89/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.959 Epoch 45 Batch 90/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.933 Epoch 45 Batch 91/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.887 Epoch 45 Batch 92/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.801 Epoch 45 Batch 93/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.877 Epoch 45 Batch 94/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.885 Epoch 45 Batch 95/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.885 Epoch 45 Batch 96/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.825 Epoch 45 Batch 97/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.835 Epoch 45 Batch 98/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.835 Epoch 45 Batch 99/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.859 Epoch 45 Batch 100/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.880 Epoch 45 Batch 101/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.880 Epoch 45 Batch 102/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.897 Epoch 45 Batch 103/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.861 Epoch 45 Batch 104/1077 - Train Accuracy: 0.103, Validation Accuracy: 0.231, Loss: 0.927 Epoch 45 Batch 105/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.900 Epoch 45 Batch 106/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.231, Loss: 0.879 Epoch 45 Batch 107/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.847 Epoch 45 Batch 108/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.232, Loss: 0.889 Epoch 45 Batch 109/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.875 Epoch 45 Batch 110/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.232, Loss: 0.853 Epoch 45 Batch 111/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.853 Epoch 45 Batch 112/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.925 Epoch 45 Batch 113/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.878 Epoch 45 Batch 114/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.883 Epoch 45 Batch 115/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.875 Epoch 45 Batch 116/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.896 Epoch 45 Batch 117/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.856 Epoch 45 Batch 118/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.844 Epoch 45 Batch 119/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.893 Epoch 45 Batch 120/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.901 Epoch 45 Batch 121/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.857 Epoch 45 Batch 122/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.926 Epoch 45 Batch 123/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.840 Epoch 45 Batch 124/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.890 Epoch 45 Batch 125/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.866 Epoch 45 Batch 126/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.957 Epoch 45 Batch 127/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.898 Epoch 45 Batch 128/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.929 Epoch 45 Batch 129/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.848 Epoch 45 Batch 130/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.917 Epoch 45 Batch 131/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.922 Epoch 45 Batch 132/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.916 Epoch 45 Batch 133/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.845 Epoch 45 Batch 134/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.899 Epoch 45 Batch 135/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.843 Epoch 45 Batch 136/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.825 Epoch 45 Batch 137/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.882 Epoch 45 Batch 138/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.918 Epoch 45 Batch 139/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.877 Epoch 45 Batch 140/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.816 Epoch 45 Batch 141/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.863 Epoch 45 Batch 142/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.910 Epoch 45 Batch 143/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.935 Epoch 45 Batch 144/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.847 Epoch 45 Batch 145/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.877 Epoch 45 Batch 146/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.879 Epoch 45 Batch 147/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.869 Epoch 45 Batch 148/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.863 Epoch 45 Batch 149/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.864 Epoch 45 Batch 150/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.850 Epoch 45 Batch 151/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.896 Epoch 45 Batch 152/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.852 Epoch 45 Batch 153/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.903 Epoch 45 Batch 154/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.917 Epoch 45 Batch 155/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.862 Epoch 45 Batch 156/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.876 Epoch 45 Batch 157/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.904 Epoch 45 Batch 158/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.891 Epoch 45 Batch 159/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.880 Epoch 45 Batch 160/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.886 Epoch 45 Batch 161/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.940 Epoch 45 Batch 162/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.883 Epoch 45 Batch 163/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.895 Epoch 45 Batch 164/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.967 Epoch 45 Batch 165/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.826 Epoch 45 Batch 166/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.885 Epoch 45 Batch 167/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.921 Epoch 45 Batch 168/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.875 Epoch 45 Batch 169/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.884 Epoch 45 Batch 170/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.941 Epoch 45 Batch 171/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.880 Epoch 45 Batch 172/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.883 Epoch 45 Batch 173/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.912 Epoch 45 Batch 174/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.840 Epoch 45 Batch 175/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.897 Epoch 45 Batch 176/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.885 Epoch 45 Batch 177/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.863 Epoch 45 Batch 178/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.823 Epoch 45 Batch 179/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.232, Loss: 0.810 Epoch 45 Batch 180/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.838 Epoch 45 Batch 181/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.848 Epoch 45 Batch 182/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.926 Epoch 45 Batch 183/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.895 Epoch 45 Batch 184/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.920 Epoch 45 Batch 185/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.862 Epoch 45 Batch 186/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.888 Epoch 45 Batch 187/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.914 Epoch 45 Batch 188/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.850 Epoch 45 Batch 189/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.854 Epoch 45 Batch 190/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.921 Epoch 45 Batch 191/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.232, Loss: 0.865 Epoch 45 Batch 192/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.895 Epoch 45 Batch 193/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.896 Epoch 45 Batch 194/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.834 Epoch 45 Batch 195/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.887 Epoch 45 Batch 196/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.834 Epoch 45 Batch 197/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.885 Epoch 45 Batch 198/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.930 Epoch 45 Batch 199/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.819 Epoch 45 Batch 200/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.905 Epoch 45 Batch 201/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.848 Epoch 45 Batch 202/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.877 Epoch 45 Batch 203/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.906 Epoch 45 Batch 204/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.831 Epoch 45 Batch 205/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.878 Epoch 45 Batch 206/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.888 Epoch 45 Batch 207/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.875 Epoch 45 Batch 208/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.861 Epoch 45 Batch 209/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.936 Epoch 45 Batch 210/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.891 Epoch 45 Batch 211/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.844 Epoch 45 Batch 212/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.866 Epoch 45 Batch 213/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.856 Epoch 45 Batch 214/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.940 Epoch 45 Batch 215/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.863 Epoch 45 Batch 216/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.890 Epoch 45 Batch 217/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.831 Epoch 45 Batch 218/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.869 Epoch 45 Batch 219/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.887 Epoch 45 Batch 220/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.879 Epoch 45 Batch 221/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.785 Epoch 45 Batch 222/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.828 Epoch 45 Batch 223/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.801 Epoch 45 Batch 224/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.972 Epoch 45 Batch 225/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.875 Epoch 45 Batch 226/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.892 Epoch 45 Batch 227/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.878 Epoch 45 Batch 228/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.955 Epoch 45 Batch 229/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.880 Epoch 45 Batch 230/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.895 Epoch 45 Batch 231/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.896 Epoch 45 Batch 232/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.850 Epoch 45 Batch 233/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.855 Epoch 45 Batch 234/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.866 Epoch 45 Batch 235/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.846 Epoch 45 Batch 236/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.911 Epoch 45 Batch 237/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.906 Epoch 45 Batch 238/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.892 Epoch 45 Batch 239/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.900 Epoch 45 Batch 240/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.887 Epoch 45 Batch 241/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.883 Epoch 45 Batch 242/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.872 Epoch 45 Batch 243/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.915 Epoch 45 Batch 244/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.232, Loss: 0.857 Epoch 45 Batch 245/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.858 Epoch 45 Batch 246/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.863 Epoch 45 Batch 247/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.855 Epoch 45 Batch 248/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.905 Epoch 45 Batch 249/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.913 Epoch 45 Batch 250/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.232, Loss: 0.885 Epoch 45 Batch 251/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.865 Epoch 45 Batch 252/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.966 Epoch 45 Batch 253/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.232, Loss: 0.876 Epoch 45 Batch 254/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.874 Epoch 45 Batch 255/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.889 Epoch 45 Batch 256/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.868 Epoch 45 Batch 257/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.910 Epoch 45 Batch 258/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.903 Epoch 45 Batch 259/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.873 Epoch 45 Batch 260/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.916 Epoch 45 Batch 261/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.867 Epoch 45 Batch 262/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.816 Epoch 45 Batch 263/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.914 Epoch 45 Batch 264/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.883 Epoch 45 Batch 265/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.843 Epoch 45 Batch 266/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.914 Epoch 45 Batch 267/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.232, Loss: 0.858 Epoch 45 Batch 268/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.860 Epoch 45 Batch 269/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.892 Epoch 45 Batch 270/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.899 Epoch 45 Batch 271/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.895 Epoch 45 Batch 272/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.939 Epoch 45 Batch 273/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.910 Epoch 45 Batch 274/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.920 Epoch 45 Batch 275/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.977 Epoch 45 Batch 276/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.850 Epoch 45 Batch 277/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.901 Epoch 45 Batch 278/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.853 Epoch 45 Batch 279/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.916 Epoch 45 Batch 280/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.845 Epoch 45 Batch 281/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.848 Epoch 45 Batch 282/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.844 Epoch 45 Batch 283/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.888 Epoch 45 Batch 284/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.850 Epoch 45 Batch 285/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.884 Epoch 45 Batch 286/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.918 Epoch 45 Batch 287/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.887 Epoch 45 Batch 288/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.880 Epoch 45 Batch 289/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.880 Epoch 45 Batch 290/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.876 Epoch 45 Batch 291/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.849 Epoch 45 Batch 292/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.887 Epoch 45 Batch 293/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.887 Epoch 45 Batch 294/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.233, Loss: 0.854 Epoch 45 Batch 295/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.872 Epoch 45 Batch 296/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.898 Epoch 45 Batch 297/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.834 Epoch 45 Batch 298/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.896 Epoch 45 Batch 299/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.815 Epoch 45 Batch 300/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.912 Epoch 45 Batch 301/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.865 Epoch 45 Batch 302/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.919 Epoch 45 Batch 303/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.232, Loss: 0.920 Epoch 45 Batch 304/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.916 Epoch 45 Batch 305/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.853 Epoch 45 Batch 306/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.883 Epoch 45 Batch 307/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.834 Epoch 45 Batch 308/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.888 Epoch 45 Batch 309/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.881 Epoch 45 Batch 310/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.870 Epoch 45 Batch 311/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.233, Loss: 0.916 Epoch 45 Batch 312/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.858 Epoch 45 Batch 313/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.881 Epoch 45 Batch 314/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.936 Epoch 45 Batch 315/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.935 Epoch 45 Batch 316/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.850 Epoch 45 Batch 317/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.834 Epoch 45 Batch 318/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.898 Epoch 45 Batch 319/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.854 Epoch 45 Batch 320/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.921 Epoch 45 Batch 321/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.867 Epoch 45 Batch 322/1077 - Train Accuracy: 0.181, Validation Accuracy: 0.232, Loss: 0.910 Epoch 45 Batch 323/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.864 Epoch 45 Batch 324/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.905 Epoch 45 Batch 325/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.920 Epoch 45 Batch 326/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.865 Epoch 45 Batch 327/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.899 Epoch 45 Batch 328/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.862 Epoch 45 Batch 329/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.855 Epoch 45 Batch 330/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.900 Epoch 45 Batch 331/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.946 Epoch 45 Batch 332/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.892 Epoch 45 Batch 333/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.791 Epoch 45 Batch 334/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.890 Epoch 45 Batch 335/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.864 Epoch 45 Batch 336/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.894 Epoch 45 Batch 337/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.893 Epoch 45 Batch 338/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.910 Epoch 45 Batch 339/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.861 Epoch 45 Batch 340/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.881 Epoch 45 Batch 341/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.893 Epoch 45 Batch 342/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.890 Epoch 45 Batch 343/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.849 Epoch 45 Batch 344/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.841 Epoch 45 Batch 345/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.820 Epoch 45 Batch 346/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.879 Epoch 45 Batch 347/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.845 Epoch 45 Batch 348/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.231, Loss: 0.909 Epoch 45 Batch 349/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.911 Epoch 45 Batch 350/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.849 Epoch 45 Batch 351/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.872 Epoch 45 Batch 352/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.891 Epoch 45 Batch 353/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.941 Epoch 45 Batch 354/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.904 Epoch 45 Batch 355/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.944 Epoch 45 Batch 356/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.854 Epoch 45 Batch 357/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.912 Epoch 45 Batch 358/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.833 Epoch 45 Batch 359/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.836 Epoch 45 Batch 360/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.899 Epoch 45 Batch 361/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.924 Epoch 45 Batch 362/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.921 Epoch 45 Batch 363/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.887 Epoch 45 Batch 364/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.853 Epoch 45 Batch 365/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.869 Epoch 45 Batch 366/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.942 Epoch 45 Batch 367/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.856 Epoch 45 Batch 368/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.878 Epoch 45 Batch 369/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.944 Epoch 45 Batch 370/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.853 Epoch 45 Batch 371/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.857 Epoch 45 Batch 372/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.892 Epoch 45 Batch 373/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.865 Epoch 45 Batch 374/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.875 Epoch 45 Batch 375/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.232, Loss: 0.845 Epoch 45 Batch 376/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.232, Loss: 0.855 Epoch 45 Batch 377/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.900 Epoch 45 Batch 378/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.890 Epoch 45 Batch 379/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.881 Epoch 45 Batch 380/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.877 Epoch 45 Batch 381/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.857 Epoch 45 Batch 382/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.814 Epoch 45 Batch 383/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.925 Epoch 45 Batch 384/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.847 Epoch 45 Batch 385/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.896 Epoch 45 Batch 386/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.914 Epoch 45 Batch 387/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.933 Epoch 45 Batch 388/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.833 Epoch 45 Batch 389/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.860 Epoch 45 Batch 390/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.889 Epoch 45 Batch 391/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.827 Epoch 45 Batch 392/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.943 Epoch 45 Batch 393/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.851 Epoch 45 Batch 394/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.885 Epoch 45 Batch 395/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.884 Epoch 45 Batch 396/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.843 Epoch 45 Batch 397/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.861 Epoch 45 Batch 398/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.918 Epoch 45 Batch 399/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.912 Epoch 45 Batch 400/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.912 Epoch 45 Batch 401/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.863 Epoch 45 Batch 402/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.914 Epoch 45 Batch 403/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.933 Epoch 45 Batch 404/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.870 Epoch 45 Batch 405/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.904 Epoch 45 Batch 406/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.232, Loss: 0.906 Epoch 45 Batch 407/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.880 Epoch 45 Batch 408/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.888 Epoch 45 Batch 409/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.973 Epoch 45 Batch 410/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.231, Loss: 0.948 Epoch 45 Batch 411/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.865 Epoch 45 Batch 412/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.879 Epoch 45 Batch 413/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.883 Epoch 45 Batch 414/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.870 Epoch 45 Batch 415/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.892 Epoch 45 Batch 416/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.887 Epoch 45 Batch 417/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.867 Epoch 45 Batch 418/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.874 Epoch 45 Batch 419/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.900 Epoch 45 Batch 420/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.920 Epoch 45 Batch 421/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.881 Epoch 45 Batch 422/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.859 Epoch 45 Batch 423/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.910 Epoch 45 Batch 424/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.858 Epoch 45 Batch 425/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.818 Epoch 45 Batch 426/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.932 Epoch 45 Batch 427/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.924 Epoch 45 Batch 428/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.232, Loss: 0.894 Epoch 45 Batch 429/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.844 Epoch 45 Batch 430/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.826 Epoch 45 Batch 431/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.893 Epoch 45 Batch 432/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.801 Epoch 45 Batch 433/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.842 Epoch 45 Batch 434/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.877 Epoch 45 Batch 435/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.821 Epoch 45 Batch 436/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.851 Epoch 45 Batch 437/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.847 Epoch 45 Batch 438/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.902 Epoch 45 Batch 439/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.837 Epoch 45 Batch 440/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.921 Epoch 45 Batch 441/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.836 Epoch 45 Batch 442/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.870 Epoch 45 Batch 443/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.868 Epoch 45 Batch 444/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.850 Epoch 45 Batch 445/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.908 Epoch 45 Batch 446/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.890 Epoch 45 Batch 447/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.902 Epoch 45 Batch 448/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.972 Epoch 45 Batch 449/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.905 Epoch 45 Batch 450/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.914 Epoch 45 Batch 451/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.893 Epoch 45 Batch 452/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.901 Epoch 45 Batch 453/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.923 Epoch 45 Batch 454/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.915 Epoch 45 Batch 455/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.232, Loss: 0.856 Epoch 45 Batch 456/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.896 Epoch 45 Batch 457/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.878 Epoch 45 Batch 458/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.232, Loss: 0.905 Epoch 45 Batch 459/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.816 Epoch 45 Batch 460/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.905 Epoch 45 Batch 461/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.914 Epoch 45 Batch 462/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.833 Epoch 45 Batch 463/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.878 Epoch 45 Batch 464/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.879 Epoch 45 Batch 465/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.845 Epoch 45 Batch 466/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.881 Epoch 45 Batch 467/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.896 Epoch 45 Batch 468/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.874 Epoch 45 Batch 469/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.868 Epoch 45 Batch 470/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.898 Epoch 45 Batch 471/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.880 Epoch 45 Batch 472/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.874 Epoch 45 Batch 473/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.880 Epoch 45 Batch 474/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.942 Epoch 45 Batch 475/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.918 Epoch 45 Batch 476/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.232, Loss: 0.869 Epoch 45 Batch 477/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.232, Loss: 0.891 Epoch 45 Batch 478/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.914 Epoch 45 Batch 479/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.861 Epoch 45 Batch 480/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.877 Epoch 45 Batch 481/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.926 Epoch 45 Batch 482/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.846 Epoch 45 Batch 483/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.880 Epoch 45 Batch 484/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.946 Epoch 45 Batch 485/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.912 Epoch 45 Batch 486/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.945 Epoch 45 Batch 487/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.877 Epoch 45 Batch 488/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.901 Epoch 45 Batch 489/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.888 Epoch 45 Batch 490/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.806 Epoch 45 Batch 491/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.893 Epoch 45 Batch 492/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.849 Epoch 45 Batch 493/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.909 Epoch 45 Batch 494/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.869 Epoch 45 Batch 495/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.841 Epoch 45 Batch 496/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.912 Epoch 45 Batch 497/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.893 Epoch 45 Batch 498/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.900 Epoch 45 Batch 499/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.846 Epoch 45 Batch 500/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.927 Epoch 45 Batch 501/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.873 Epoch 45 Batch 502/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.877 Epoch 45 Batch 503/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.908 Epoch 45 Batch 504/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.921 Epoch 45 Batch 505/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.919 Epoch 45 Batch 506/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.862 Epoch 45 Batch 507/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.231, Loss: 0.785 Epoch 45 Batch 508/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.864 Epoch 45 Batch 509/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.876 Epoch 45 Batch 510/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.891 Epoch 45 Batch 511/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.231, Loss: 0.878 Epoch 45 Batch 512/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.855 Epoch 45 Batch 513/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.915 Epoch 45 Batch 514/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.864 Epoch 45 Batch 515/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.880 Epoch 45 Batch 516/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.889 Epoch 45 Batch 517/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.913 Epoch 45 Batch 518/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.897 Epoch 45 Batch 519/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.901 Epoch 45 Batch 520/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.944 Epoch 45 Batch 521/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.820 Epoch 45 Batch 522/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.907 Epoch 45 Batch 523/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.870 Epoch 45 Batch 524/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.915 Epoch 45 Batch 525/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.900 Epoch 45 Batch 526/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.851 Epoch 45 Batch 527/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.825 Epoch 45 Batch 528/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.854 Epoch 45 Batch 529/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.861 Epoch 45 Batch 530/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.872 Epoch 45 Batch 531/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.941 Epoch 45 Batch 532/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.894 Epoch 45 Batch 533/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.802 Epoch 45 Batch 534/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.875 Epoch 45 Batch 535/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.885 Epoch 45 Batch 536/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.890 Epoch 45 Batch 537/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.836 Epoch 45 Batch 538/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.889 Epoch 45 Batch 539/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.828 Epoch 45 Batch 540/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.861 Epoch 45 Batch 541/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.868 Epoch 45 Batch 542/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.901 Epoch 45 Batch 543/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.870 Epoch 45 Batch 544/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.848 Epoch 45 Batch 545/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.892 Epoch 45 Batch 546/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.879 Epoch 45 Batch 547/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.928 Epoch 45 Batch 548/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.858 Epoch 45 Batch 549/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.865 Epoch 45 Batch 550/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.826 Epoch 45 Batch 551/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.919 Epoch 45 Batch 552/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.230, Loss: 0.882 Epoch 45 Batch 553/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.880 Epoch 45 Batch 554/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.230, Loss: 0.898 Epoch 45 Batch 555/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.230, Loss: 0.837 Epoch 45 Batch 556/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.855 Epoch 45 Batch 557/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.230, Loss: 0.896 Epoch 45 Batch 558/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.230, Loss: 0.914 Epoch 45 Batch 559/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.230, Loss: 0.870 Epoch 45 Batch 560/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.900 Epoch 45 Batch 561/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.924 Epoch 45 Batch 562/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.937 Epoch 45 Batch 563/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.817 Epoch 45 Batch 564/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.899 Epoch 45 Batch 565/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.856 Epoch 45 Batch 566/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.895 Epoch 45 Batch 567/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.831 Epoch 45 Batch 568/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.862 Epoch 45 Batch 569/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.838 Epoch 45 Batch 570/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.970 Epoch 45 Batch 571/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.882 Epoch 45 Batch 572/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.890 Epoch 45 Batch 573/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.921 Epoch 45 Batch 574/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.869 Epoch 45 Batch 575/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.847 Epoch 45 Batch 576/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.874 Epoch 45 Batch 577/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.810 Epoch 45 Batch 578/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.853 Epoch 45 Batch 579/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.863 Epoch 45 Batch 580/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.874 Epoch 45 Batch 581/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.883 Epoch 45 Batch 582/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.888 Epoch 45 Batch 583/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.865 Epoch 45 Batch 584/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.878 Epoch 45 Batch 585/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.850 Epoch 45 Batch 586/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.954 Epoch 45 Batch 587/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.923 Epoch 45 Batch 588/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.838 Epoch 45 Batch 589/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.888 Epoch 45 Batch 590/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.860 Epoch 45 Batch 591/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.232, Loss: 0.832 Epoch 45 Batch 592/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.872 Epoch 45 Batch 593/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.882 Epoch 45 Batch 594/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.885 Epoch 45 Batch 595/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.894 Epoch 45 Batch 596/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.816 Epoch 45 Batch 597/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.879 Epoch 45 Batch 598/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.926 Epoch 45 Batch 599/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.940 Epoch 45 Batch 600/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.864 Epoch 45 Batch 601/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.957 Epoch 45 Batch 602/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.889 Epoch 45 Batch 603/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.907 Epoch 45 Batch 604/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.814 Epoch 45 Batch 605/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.883 Epoch 45 Batch 606/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.871 Epoch 45 Batch 607/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.232, Loss: 0.887 Epoch 45 Batch 608/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.887 Epoch 45 Batch 609/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.933 Epoch 45 Batch 610/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.870 Epoch 45 Batch 611/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.808 Epoch 45 Batch 612/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.828 Epoch 45 Batch 613/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.890 Epoch 45 Batch 614/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.909 Epoch 45 Batch 615/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.899 Epoch 45 Batch 616/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.891 Epoch 45 Batch 617/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.917 Epoch 45 Batch 618/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.897 Epoch 45 Batch 619/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 0.824 Epoch 45 Batch 620/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.875 Epoch 45 Batch 621/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.968 Epoch 45 Batch 622/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.877 Epoch 45 Batch 623/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.873 Epoch 45 Batch 624/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.907 Epoch 45 Batch 625/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.866 Epoch 45 Batch 626/1077 - Train Accuracy: 0.223, Validation Accuracy: 0.232, Loss: 0.811 Epoch 45 Batch 627/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.845 Epoch 45 Batch 628/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.956 Epoch 45 Batch 629/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.913 Epoch 45 Batch 630/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.936 Epoch 45 Batch 631/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.932 Epoch 45 Batch 632/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.868 Epoch 45 Batch 633/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.856 Epoch 45 Batch 634/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.844 Epoch 45 Batch 635/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 1.011 Epoch 45 Batch 636/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.851 Epoch 45 Batch 637/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.870 Epoch 45 Batch 638/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.901 Epoch 45 Batch 639/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.929 Epoch 45 Batch 640/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.835 Epoch 45 Batch 641/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.858 Epoch 45 Batch 642/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.910 Epoch 45 Batch 643/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.834 Epoch 45 Batch 644/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.812 Epoch 45 Batch 645/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.918 Epoch 45 Batch 646/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.895 Epoch 45 Batch 647/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.900 Epoch 45 Batch 648/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.840 Epoch 45 Batch 649/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.953 Epoch 45 Batch 650/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.897 Epoch 45 Batch 651/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.873 Epoch 45 Batch 652/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.838 Epoch 45 Batch 653/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.877 Epoch 45 Batch 654/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.896 Epoch 45 Batch 655/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.890 Epoch 45 Batch 656/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.881 Epoch 45 Batch 657/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.853 Epoch 45 Batch 658/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.908 Epoch 45 Batch 659/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.881 Epoch 45 Batch 660/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.900 Epoch 45 Batch 661/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.910 Epoch 45 Batch 662/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.835 Epoch 45 Batch 663/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.870 Epoch 45 Batch 664/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.811 Epoch 45 Batch 665/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.861 Epoch 45 Batch 666/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.233, Loss: 0.905 Epoch 45 Batch 667/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.851 Epoch 45 Batch 668/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.862 Epoch 45 Batch 669/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.851 Epoch 45 Batch 670/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.233, Loss: 0.865 Epoch 45 Batch 671/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.869 Epoch 45 Batch 672/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.919 Epoch 45 Batch 673/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.899 Epoch 45 Batch 674/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.912 Epoch 45 Batch 675/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.871 Epoch 45 Batch 676/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.897 Epoch 45 Batch 677/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.859 Epoch 45 Batch 678/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.837 Epoch 45 Batch 679/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.822 Epoch 45 Batch 680/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.923 Epoch 45 Batch 681/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.867 Epoch 45 Batch 682/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.232, Loss: 0.906 Epoch 45 Batch 683/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.887 Epoch 45 Batch 684/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.842 Epoch 45 Batch 685/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.902 Epoch 45 Batch 686/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.901 Epoch 45 Batch 687/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.889 Epoch 45 Batch 688/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.876 Epoch 45 Batch 689/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.917 Epoch 45 Batch 690/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.975 Epoch 45 Batch 691/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.904 Epoch 45 Batch 692/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.834 Epoch 45 Batch 693/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.845 Epoch 45 Batch 694/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.931 Epoch 45 Batch 695/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.861 Epoch 45 Batch 696/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.847 Epoch 45 Batch 697/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.876 Epoch 45 Batch 698/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.900 Epoch 45 Batch 699/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.232, Loss: 0.860 Epoch 45 Batch 700/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.857 Epoch 45 Batch 701/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.895 Epoch 45 Batch 702/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.835 Epoch 45 Batch 703/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.887 Epoch 45 Batch 704/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.899 Epoch 45 Batch 705/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.887 Epoch 45 Batch 706/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.947 Epoch 45 Batch 707/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.874 Epoch 45 Batch 708/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.928 Epoch 45 Batch 709/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.826 Epoch 45 Batch 710/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.852 Epoch 45 Batch 711/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.849 Epoch 45 Batch 712/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.924 Epoch 45 Batch 713/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.232, Loss: 0.901 Epoch 45 Batch 714/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.232, Loss: 0.859 Epoch 45 Batch 715/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.892 Epoch 45 Batch 716/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.861 Epoch 45 Batch 717/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.909 Epoch 45 Batch 718/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.886 Epoch 45 Batch 719/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.810 Epoch 45 Batch 720/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.883 Epoch 45 Batch 721/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.897 Epoch 45 Batch 722/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.898 Epoch 45 Batch 723/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.898 Epoch 45 Batch 724/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.868 Epoch 45 Batch 725/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.908 Epoch 45 Batch 726/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.859 Epoch 45 Batch 727/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.856 Epoch 45 Batch 728/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.920 Epoch 45 Batch 729/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.878 Epoch 45 Batch 730/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.829 Epoch 45 Batch 731/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.850 Epoch 45 Batch 732/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.841 Epoch 45 Batch 733/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.956 Epoch 45 Batch 734/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.841 Epoch 45 Batch 735/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.892 Epoch 45 Batch 736/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.875 Epoch 45 Batch 737/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.863 Epoch 45 Batch 738/1077 - Train Accuracy: 0.290, Validation Accuracy: 0.232, Loss: 0.901 Epoch 45 Batch 739/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.863 Epoch 45 Batch 740/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.895 Epoch 45 Batch 741/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.884 Epoch 45 Batch 742/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.892 Epoch 45 Batch 743/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.857 Epoch 45 Batch 744/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.882 Epoch 45 Batch 745/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.851 Epoch 45 Batch 746/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.893 Epoch 45 Batch 747/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.865 Epoch 45 Batch 748/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.907 Epoch 45 Batch 749/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.931 Epoch 45 Batch 750/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.948 Epoch 45 Batch 751/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.880 Epoch 45 Batch 752/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.886 Epoch 45 Batch 753/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.854 Epoch 45 Batch 754/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.903 Epoch 45 Batch 755/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.892 Epoch 45 Batch 756/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.889 Epoch 45 Batch 757/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.892 Epoch 45 Batch 758/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.888 Epoch 45 Batch 759/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.861 Epoch 45 Batch 760/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.891 Epoch 45 Batch 761/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.900 Epoch 45 Batch 762/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.895 Epoch 45 Batch 763/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.893 Epoch 45 Batch 764/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.789 Epoch 45 Batch 765/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.816 Epoch 45 Batch 766/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.856 Epoch 45 Batch 767/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.933 Epoch 45 Batch 768/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.865 Epoch 45 Batch 769/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.945 Epoch 45 Batch 770/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.897 Epoch 45 Batch 771/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.842 Epoch 45 Batch 772/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.883 Epoch 45 Batch 773/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.903 Epoch 45 Batch 774/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.882 Epoch 45 Batch 775/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.895 Epoch 45 Batch 776/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.881 Epoch 45 Batch 777/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.910 Epoch 45 Batch 778/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.907 Epoch 45 Batch 779/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.870 Epoch 45 Batch 780/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.908 Epoch 45 Batch 781/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.935 Epoch 45 Batch 782/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.873 Epoch 45 Batch 783/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.894 Epoch 45 Batch 784/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.926 Epoch 45 Batch 785/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.909 Epoch 45 Batch 786/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.917 Epoch 45 Batch 787/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.889 Epoch 45 Batch 788/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.875 Epoch 45 Batch 789/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.869 Epoch 45 Batch 790/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.852 Epoch 45 Batch 791/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.918 Epoch 45 Batch 792/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.827 Epoch 45 Batch 793/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.953 Epoch 45 Batch 794/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.916 Epoch 45 Batch 795/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.919 Epoch 45 Batch 796/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.899 Epoch 45 Batch 797/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.894 Epoch 45 Batch 798/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.835 Epoch 45 Batch 799/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.233, Loss: 0.880 Epoch 45 Batch 800/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.890 Epoch 45 Batch 801/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.902 Epoch 45 Batch 802/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.884 Epoch 45 Batch 803/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.903 Epoch 45 Batch 804/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.901 Epoch 45 Batch 805/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.899 Epoch 45 Batch 806/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.811 Epoch 45 Batch 807/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.904 Epoch 45 Batch 808/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.918 Epoch 45 Batch 809/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.899 Epoch 45 Batch 810/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.839 Epoch 45 Batch 811/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.850 Epoch 45 Batch 812/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.869 Epoch 45 Batch 813/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.933 Epoch 45 Batch 814/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.850 Epoch 45 Batch 815/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.852 Epoch 45 Batch 816/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.891 Epoch 45 Batch 817/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.886 Epoch 45 Batch 818/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.815 Epoch 45 Batch 819/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.912 Epoch 45 Batch 820/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.884 Epoch 45 Batch 821/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.896 Epoch 45 Batch 822/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.905 Epoch 45 Batch 823/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.895 Epoch 45 Batch 824/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.917 Epoch 45 Batch 825/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.841 Epoch 45 Batch 826/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.917 Epoch 45 Batch 827/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.820 Epoch 45 Batch 828/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.827 Epoch 45 Batch 829/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.937 Epoch 45 Batch 830/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.926 Epoch 45 Batch 831/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.233, Loss: 0.882 Epoch 45 Batch 832/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.921 Epoch 45 Batch 833/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.890 Epoch 45 Batch 834/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.233, Loss: 0.791 Epoch 45 Batch 835/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.894 Epoch 45 Batch 836/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.926 Epoch 45 Batch 837/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.927 Epoch 45 Batch 838/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.916 Epoch 45 Batch 839/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.802 Epoch 45 Batch 840/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.907 Epoch 45 Batch 841/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.844 Epoch 45 Batch 842/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.883 Epoch 45 Batch 843/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.925 Epoch 45 Batch 844/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.868 Epoch 45 Batch 845/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.861 Epoch 45 Batch 846/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.881 Epoch 45 Batch 847/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.922 Epoch 45 Batch 848/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.867 Epoch 45 Batch 849/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.852 Epoch 45 Batch 850/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.889 Epoch 45 Batch 851/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.848 Epoch 45 Batch 852/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.881 Epoch 45 Batch 853/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.862 Epoch 45 Batch 854/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.884 Epoch 45 Batch 855/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.873 Epoch 45 Batch 856/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.876 Epoch 45 Batch 857/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.843 Epoch 45 Batch 858/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.931 Epoch 45 Batch 859/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.904 Epoch 45 Batch 860/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.952 Epoch 45 Batch 861/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.819 Epoch 45 Batch 862/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.898 Epoch 45 Batch 863/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.921 Epoch 45 Batch 864/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.884 Epoch 45 Batch 865/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.233, Loss: 0.909 Epoch 45 Batch 866/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.902 Epoch 45 Batch 867/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.918 Epoch 45 Batch 868/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.880 Epoch 45 Batch 869/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.921 Epoch 45 Batch 870/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 0.877 Epoch 45 Batch 871/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.873 Epoch 45 Batch 872/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.927 Epoch 45 Batch 873/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.840 Epoch 45 Batch 874/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.860 Epoch 45 Batch 875/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.880 Epoch 45 Batch 876/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.867 Epoch 45 Batch 877/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.893 Epoch 45 Batch 878/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.975 Epoch 45 Batch 879/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.943 Epoch 45 Batch 880/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.897 Epoch 45 Batch 881/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.850 Epoch 45 Batch 882/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.847 Epoch 45 Batch 883/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.930 Epoch 45 Batch 884/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.883 Epoch 45 Batch 885/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.233, Loss: 0.813 Epoch 45 Batch 886/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.873 Epoch 45 Batch 887/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.896 Epoch 45 Batch 888/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.876 Epoch 45 Batch 889/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.909 Epoch 45 Batch 890/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.846 Epoch 45 Batch 891/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.860 Epoch 45 Batch 892/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.841 Epoch 45 Batch 893/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.876 Epoch 45 Batch 894/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.834 Epoch 45 Batch 895/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.947 Epoch 45 Batch 896/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.917 Epoch 45 Batch 897/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.900 Epoch 45 Batch 898/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.836 Epoch 45 Batch 899/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.933 Epoch 45 Batch 900/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.926 Epoch 45 Batch 901/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.915 Epoch 45 Batch 902/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.873 Epoch 45 Batch 903/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.836 Epoch 45 Batch 904/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.861 Epoch 45 Batch 905/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.875 Epoch 45 Batch 906/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.835 Epoch 45 Batch 907/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.843 Epoch 45 Batch 908/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.880 Epoch 45 Batch 909/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.919 Epoch 45 Batch 910/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.899 Epoch 45 Batch 911/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.233, Loss: 0.898 Epoch 45 Batch 912/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.870 Epoch 45 Batch 913/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.874 Epoch 45 Batch 914/1077 - Train Accuracy: 0.301, Validation Accuracy: 0.233, Loss: 0.904 Epoch 45 Batch 915/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.876 Epoch 45 Batch 916/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.876 Epoch 45 Batch 917/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.847 Epoch 45 Batch 918/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.904 Epoch 45 Batch 919/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.233, Loss: 0.863 Epoch 45 Batch 920/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.858 Epoch 45 Batch 921/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.850 Epoch 45 Batch 922/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.863 Epoch 45 Batch 923/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 0.922 Epoch 45 Batch 924/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.232, Loss: 0.909 Epoch 45 Batch 925/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.902 Epoch 45 Batch 926/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.917 Epoch 45 Batch 927/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.847 Epoch 45 Batch 928/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.840 Epoch 45 Batch 929/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.930 Epoch 45 Batch 930/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.889 Epoch 45 Batch 931/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.862 Epoch 45 Batch 932/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.843 Epoch 45 Batch 933/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.874 Epoch 45 Batch 934/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.831 Epoch 45 Batch 935/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.864 Epoch 45 Batch 936/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.833 Epoch 45 Batch 937/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.902 Epoch 45 Batch 938/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.876 Epoch 45 Batch 939/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.905 Epoch 45 Batch 940/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.832 Epoch 45 Batch 941/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.869 Epoch 45 Batch 942/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.882 Epoch 45 Batch 943/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.872 Epoch 45 Batch 944/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.896 Epoch 45 Batch 945/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.824 Epoch 45 Batch 946/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.870 Epoch 45 Batch 947/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.959 Epoch 45 Batch 948/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.836 Epoch 45 Batch 949/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.861 Epoch 45 Batch 950/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.863 Epoch 45 Batch 951/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.846 Epoch 45 Batch 952/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.806 Epoch 45 Batch 953/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.869 Epoch 45 Batch 954/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.881 Epoch 45 Batch 955/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.817 Epoch 45 Batch 956/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.881 Epoch 45 Batch 957/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.811 Epoch 45 Batch 958/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.926 Epoch 45 Batch 959/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.914 Epoch 45 Batch 960/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.870 Epoch 45 Batch 961/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.908 Epoch 45 Batch 962/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.863 Epoch 45 Batch 963/1077 - Train Accuracy: 0.073, Validation Accuracy: 0.232, Loss: 0.975 Epoch 45 Batch 964/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.824 Epoch 45 Batch 965/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.232, Loss: 0.833 Epoch 45 Batch 966/1077 - Train Accuracy: 0.265, Validation Accuracy: 0.232, Loss: 0.857 Epoch 45 Batch 967/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.894 Epoch 45 Batch 968/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.873 Epoch 45 Batch 969/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.908 Epoch 45 Batch 970/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.933 Epoch 45 Batch 971/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.938 Epoch 45 Batch 972/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.903 Epoch 45 Batch 973/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.931 Epoch 45 Batch 974/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.894 Epoch 45 Batch 975/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.850 Epoch 45 Batch 976/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.852 Epoch 45 Batch 977/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.897 Epoch 45 Batch 978/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.928 Epoch 45 Batch 979/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.233, Loss: 0.801 Epoch 45 Batch 980/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.829 Epoch 45 Batch 981/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.895 Epoch 45 Batch 982/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.879 Epoch 45 Batch 983/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.877 Epoch 45 Batch 984/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.888 Epoch 45 Batch 985/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.919 Epoch 45 Batch 986/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.841 Epoch 45 Batch 987/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.853 Epoch 45 Batch 988/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.233, Loss: 0.856 Epoch 45 Batch 989/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.885 Epoch 45 Batch 990/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.905 Epoch 45 Batch 991/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.232, Loss: 0.870 Epoch 45 Batch 992/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.847 Epoch 45 Batch 993/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.881 Epoch 45 Batch 994/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.828 Epoch 45 Batch 995/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.878 Epoch 45 Batch 996/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.894 Epoch 45 Batch 997/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.887 Epoch 45 Batch 998/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.867 Epoch 45 Batch 999/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.912 Epoch 45 Batch 1000/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.834 Epoch 45 Batch 1001/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.232, Loss: 0.885 Epoch 45 Batch 1002/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.905 Epoch 45 Batch 1003/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.832 Epoch 45 Batch 1004/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.875 Epoch 45 Batch 1005/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.943 Epoch 45 Batch 1006/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.845 Epoch 45 Batch 1007/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.905 Epoch 45 Batch 1008/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.872 Epoch 45 Batch 1009/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.844 Epoch 45 Batch 1010/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.901 Epoch 45 Batch 1011/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.807 Epoch 45 Batch 1012/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.233, Loss: 0.846 Epoch 45 Batch 1013/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.853 Epoch 45 Batch 1014/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.866 Epoch 45 Batch 1015/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.821 Epoch 45 Batch 1016/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.895 Epoch 45 Batch 1017/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.232, Loss: 0.908 Epoch 45 Batch 1018/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.863 Epoch 45 Batch 1019/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.826 Epoch 45 Batch 1020/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.868 Epoch 45 Batch 1021/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.878 Epoch 45 Batch 1022/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.809 Epoch 45 Batch 1023/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.232, Loss: 0.913 Epoch 45 Batch 1024/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.911 Epoch 45 Batch 1025/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.887 Epoch 45 Batch 1026/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.854 Epoch 45 Batch 1027/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.858 Epoch 45 Batch 1028/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.892 Epoch 45 Batch 1029/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.840 Epoch 45 Batch 1030/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.855 Epoch 45 Batch 1031/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.889 Epoch 45 Batch 1032/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.850 Epoch 45 Batch 1033/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.866 Epoch 45 Batch 1034/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.891 Epoch 45 Batch 1035/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.829 Epoch 45 Batch 1036/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.870 Epoch 45 Batch 1037/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.878 Epoch 45 Batch 1038/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.943 Epoch 45 Batch 1039/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.909 Epoch 45 Batch 1040/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.904 Epoch 45 Batch 1041/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.861 Epoch 45 Batch 1042/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.871 Epoch 45 Batch 1043/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.923 Epoch 45 Batch 1044/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.884 Epoch 45 Batch 1045/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.918 Epoch 45 Batch 1046/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.800 Epoch 45 Batch 1047/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.903 Epoch 45 Batch 1048/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.901 Epoch 45 Batch 1049/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.915 Epoch 45 Batch 1050/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.876 Epoch 45 Batch 1051/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.937 Epoch 45 Batch 1052/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.917 Epoch 45 Batch 1053/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.918 Epoch 45 Batch 1054/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.905 Epoch 45 Batch 1055/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.859 Epoch 45 Batch 1056/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.894 Epoch 45 Batch 1057/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.894 Epoch 45 Batch 1058/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.899 Epoch 45 Batch 1059/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.889 Epoch 45 Batch 1060/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.849 Epoch 45 Batch 1061/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.873 Epoch 45 Batch 1062/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.829 Epoch 45 Batch 1063/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.844 Epoch 45 Batch 1064/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.866 Epoch 45 Batch 1065/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.885 Epoch 45 Batch 1066/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.880 Epoch 45 Batch 1067/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.928 Epoch 45 Batch 1068/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.895 Epoch 45 Batch 1069/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.823 Epoch 45 Batch 1070/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.872 Epoch 45 Batch 1071/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.898 Epoch 45 Batch 1072/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.864 Epoch 45 Batch 1073/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.868 Epoch 45 Batch 1074/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.906 Epoch 45 Batch 1075/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.924 Epoch 46 Batch 0/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.836 Epoch 46 Batch 1/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.836 Epoch 46 Batch 2/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.916 Epoch 46 Batch 3/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.927 Epoch 46 Batch 4/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.873 Epoch 46 Batch 5/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.835 Epoch 46 Batch 6/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.897 Epoch 46 Batch 7/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.232, Loss: 0.866 Epoch 46 Batch 8/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.901 Epoch 46 Batch 9/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.839 Epoch 46 Batch 10/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.907 Epoch 46 Batch 11/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.934 Epoch 46 Batch 12/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.857 Epoch 46 Batch 13/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.900 Epoch 46 Batch 14/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.873 Epoch 46 Batch 15/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.893 Epoch 46 Batch 16/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.881 Epoch 46 Batch 17/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.900 Epoch 46 Batch 18/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.878 Epoch 46 Batch 19/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.920 Epoch 46 Batch 20/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.851 Epoch 46 Batch 21/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.871 Epoch 46 Batch 22/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.939 Epoch 46 Batch 23/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.857 Epoch 46 Batch 24/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.909 Epoch 46 Batch 25/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.818 Epoch 46 Batch 26/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.858 Epoch 46 Batch 27/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.868 Epoch 46 Batch 28/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.919 Epoch 46 Batch 29/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.913 Epoch 46 Batch 30/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.898 Epoch 46 Batch 31/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.866 Epoch 46 Batch 32/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.906 Epoch 46 Batch 33/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.845 Epoch 46 Batch 34/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.896 Epoch 46 Batch 35/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.844 Epoch 46 Batch 36/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.835 Epoch 46 Batch 37/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.854 Epoch 46 Batch 38/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.904 Epoch 46 Batch 39/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.878 Epoch 46 Batch 40/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.920 Epoch 46 Batch 41/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.869 Epoch 46 Batch 42/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.876 Epoch 46 Batch 43/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.880 Epoch 46 Batch 44/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.876 Epoch 46 Batch 45/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.816 Epoch 46 Batch 46/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.232, Loss: 0.953 Epoch 46 Batch 47/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.888 Epoch 46 Batch 48/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.911 Epoch 46 Batch 49/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.232, Loss: 0.952 Epoch 46 Batch 50/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.884 Epoch 46 Batch 51/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.894 Epoch 46 Batch 52/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.859 Epoch 46 Batch 53/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.232, Loss: 0.811 Epoch 46 Batch 54/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.898 Epoch 46 Batch 55/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.903 Epoch 46 Batch 56/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.823 Epoch 46 Batch 57/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.232, Loss: 0.955 Epoch 46 Batch 58/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.870 Epoch 46 Batch 59/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.875 Epoch 46 Batch 60/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.885 Epoch 46 Batch 61/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.877 Epoch 46 Batch 62/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.850 Epoch 46 Batch 63/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.869 Epoch 46 Batch 64/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.849 Epoch 46 Batch 65/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.785 Epoch 46 Batch 66/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.232, Loss: 0.899 Epoch 46 Batch 67/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.808 Epoch 46 Batch 68/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.885 Epoch 46 Batch 69/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.903 Epoch 46 Batch 70/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.876 Epoch 46 Batch 71/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.879 Epoch 46 Batch 72/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.855 Epoch 46 Batch 73/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.889 Epoch 46 Batch 74/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.848 Epoch 46 Batch 75/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.883 Epoch 46 Batch 76/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.882 Epoch 46 Batch 77/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.890 Epoch 46 Batch 78/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.856 Epoch 46 Batch 79/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.895 Epoch 46 Batch 80/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.853 Epoch 46 Batch 81/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.232, Loss: 0.870 Epoch 46 Batch 82/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.232, Loss: 0.866 Epoch 46 Batch 83/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.879 Epoch 46 Batch 84/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.923 Epoch 46 Batch 85/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.851 Epoch 46 Batch 86/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.880 Epoch 46 Batch 87/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.940 Epoch 46 Batch 88/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.921 Epoch 46 Batch 89/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.861 Epoch 46 Batch 90/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.865 Epoch 46 Batch 91/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.838 Epoch 46 Batch 92/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.907 Epoch 46 Batch 93/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.848 Epoch 46 Batch 94/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.879 Epoch 46 Batch 95/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.856 Epoch 46 Batch 96/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.864 Epoch 46 Batch 97/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.955 Epoch 46 Batch 98/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.892 Epoch 46 Batch 99/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.944 Epoch 46 Batch 100/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.868 Epoch 46 Batch 101/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.827 Epoch 46 Batch 102/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.904 Epoch 46 Batch 103/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.887 Epoch 46 Batch 104/1077 - Train Accuracy: 0.102, Validation Accuracy: 0.232, Loss: 0.892 Epoch 46 Batch 105/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.858 Epoch 46 Batch 106/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.232, Loss: 0.852 Epoch 46 Batch 107/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.830 Epoch 46 Batch 108/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.232, Loss: 0.950 Epoch 46 Batch 109/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.816 Epoch 46 Batch 110/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.232, Loss: 0.860 Epoch 46 Batch 111/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.864 Epoch 46 Batch 112/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.838 Epoch 46 Batch 113/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.888 Epoch 46 Batch 114/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.852 Epoch 46 Batch 115/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.907 Epoch 46 Batch 116/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.890 Epoch 46 Batch 117/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.882 Epoch 46 Batch 118/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.909 Epoch 46 Batch 119/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.885 Epoch 46 Batch 120/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.856 Epoch 46 Batch 121/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.889 Epoch 46 Batch 122/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.898 Epoch 46 Batch 123/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.918 Epoch 46 Batch 124/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.929 Epoch 46 Batch 125/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.933 Epoch 46 Batch 126/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.881 Epoch 46 Batch 127/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.856 Epoch 46 Batch 128/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.916 Epoch 46 Batch 129/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.839 Epoch 46 Batch 130/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.836 Epoch 46 Batch 131/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.945 Epoch 46 Batch 132/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.890 Epoch 46 Batch 133/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.797 Epoch 46 Batch 134/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.861 Epoch 46 Batch 135/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.888 Epoch 46 Batch 136/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.836 Epoch 46 Batch 137/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.874 Epoch 46 Batch 138/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.845 Epoch 46 Batch 139/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.880 Epoch 46 Batch 140/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 0.906 Epoch 46 Batch 141/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.861 Epoch 46 Batch 142/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.875 Epoch 46 Batch 143/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.785 Epoch 46 Batch 144/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.950 Epoch 46 Batch 145/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.905 Epoch 46 Batch 146/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.946 Epoch 46 Batch 147/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.849 Epoch 46 Batch 148/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.948 Epoch 46 Batch 149/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.871 Epoch 46 Batch 150/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.839 Epoch 46 Batch 151/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.864 Epoch 46 Batch 152/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.925 Epoch 46 Batch 153/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.908 Epoch 46 Batch 154/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.872 Epoch 46 Batch 155/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.913 Epoch 46 Batch 156/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.890 Epoch 46 Batch 157/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.845 Epoch 46 Batch 158/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.912 Epoch 46 Batch 159/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.924 Epoch 46 Batch 160/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.877 Epoch 46 Batch 161/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.827 Epoch 46 Batch 162/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.871 Epoch 46 Batch 163/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.887 Epoch 46 Batch 164/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.905 Epoch 46 Batch 165/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.873 Epoch 46 Batch 166/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.883 Epoch 46 Batch 167/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.941 Epoch 46 Batch 168/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.881 Epoch 46 Batch 169/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.960 Epoch 46 Batch 170/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.868 Epoch 46 Batch 171/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.866 Epoch 46 Batch 172/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.873 Epoch 46 Batch 173/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.923 Epoch 46 Batch 174/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.871 Epoch 46 Batch 175/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.912 Epoch 46 Batch 176/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.833 Epoch 46 Batch 177/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.856 Epoch 46 Batch 178/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.862 Epoch 46 Batch 179/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.887 Epoch 46 Batch 180/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.889 Epoch 46 Batch 181/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.858 Epoch 46 Batch 182/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.933 Epoch 46 Batch 183/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.861 Epoch 46 Batch 184/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.860 Epoch 46 Batch 185/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.946 Epoch 46 Batch 186/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.927 Epoch 46 Batch 187/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.939 Epoch 46 Batch 188/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.884 Epoch 46 Batch 189/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.930 Epoch 46 Batch 190/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.892 Epoch 46 Batch 191/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.232, Loss: 0.829 Epoch 46 Batch 192/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.905 Epoch 46 Batch 193/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.827 Epoch 46 Batch 194/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.884 Epoch 46 Batch 195/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.938 Epoch 46 Batch 196/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.858 Epoch 46 Batch 197/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.881 Epoch 46 Batch 198/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.895 Epoch 46 Batch 199/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.887 Epoch 46 Batch 200/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.889 Epoch 46 Batch 201/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.795 Epoch 46 Batch 202/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.790 Epoch 46 Batch 203/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.930 Epoch 46 Batch 204/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.925 Epoch 46 Batch 205/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.866 Epoch 46 Batch 206/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.909 Epoch 46 Batch 207/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.931 Epoch 46 Batch 208/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.926 Epoch 46 Batch 209/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.889 Epoch 46 Batch 210/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.866 Epoch 46 Batch 211/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.870 Epoch 46 Batch 212/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.825 Epoch 46 Batch 213/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.858 Epoch 46 Batch 214/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.871 Epoch 46 Batch 215/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.910 Epoch 46 Batch 216/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.880 Epoch 46 Batch 217/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.865 Epoch 46 Batch 218/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.885 Epoch 46 Batch 219/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.883 Epoch 46 Batch 220/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.906 Epoch 46 Batch 221/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.838 Epoch 46 Batch 222/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.939 Epoch 46 Batch 223/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.925 Epoch 46 Batch 224/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.803 Epoch 46 Batch 225/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.897 Epoch 46 Batch 226/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.910 Epoch 46 Batch 227/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.919 Epoch 46 Batch 228/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.895 Epoch 46 Batch 229/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.853 Epoch 46 Batch 230/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.873 Epoch 46 Batch 231/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.909 Epoch 46 Batch 232/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.849 Epoch 46 Batch 233/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.904 Epoch 46 Batch 234/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.232, Loss: 0.916 Epoch 46 Batch 235/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.877 Epoch 46 Batch 236/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.842 Epoch 46 Batch 237/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.914 Epoch 46 Batch 238/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.232, Loss: 0.880 Epoch 46 Batch 239/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.876 Epoch 46 Batch 240/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.859 Epoch 46 Batch 241/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.843 Epoch 46 Batch 242/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.937 Epoch 46 Batch 243/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.865 Epoch 46 Batch 244/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.232, Loss: 0.837 Epoch 46 Batch 245/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.843 Epoch 46 Batch 246/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.871 Epoch 46 Batch 247/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.918 Epoch 46 Batch 248/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.889 Epoch 46 Batch 249/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.852 Epoch 46 Batch 250/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.857 Epoch 46 Batch 251/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.911 Epoch 46 Batch 252/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.933 Epoch 46 Batch 253/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.877 Epoch 46 Batch 254/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.861 Epoch 46 Batch 255/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.866 Epoch 46 Batch 256/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.964 Epoch 46 Batch 257/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.879 Epoch 46 Batch 258/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.898 Epoch 46 Batch 259/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.870 Epoch 46 Batch 260/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.873 Epoch 46 Batch 261/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.880 Epoch 46 Batch 262/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.873 Epoch 46 Batch 263/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.936 Epoch 46 Batch 264/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.854 Epoch 46 Batch 265/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.868 Epoch 46 Batch 266/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.904 Epoch 46 Batch 267/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.233, Loss: 0.892 Epoch 46 Batch 268/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.896 Epoch 46 Batch 269/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.887 Epoch 46 Batch 270/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.880 Epoch 46 Batch 271/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.858 Epoch 46 Batch 272/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.884 Epoch 46 Batch 273/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.911 Epoch 46 Batch 274/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.869 Epoch 46 Batch 275/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.815 Epoch 46 Batch 276/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.837 Epoch 46 Batch 277/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.838 Epoch 46 Batch 278/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.885 Epoch 46 Batch 279/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.927 Epoch 46 Batch 280/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.855 Epoch 46 Batch 281/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.856 Epoch 46 Batch 282/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.870 Epoch 46 Batch 283/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.937 Epoch 46 Batch 284/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.931 Epoch 46 Batch 285/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.913 Epoch 46 Batch 286/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.898 Epoch 46 Batch 287/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.872 Epoch 46 Batch 288/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.870 Epoch 46 Batch 289/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.901 Epoch 46 Batch 290/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.892 Epoch 46 Batch 291/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.872 Epoch 46 Batch 292/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.837 Epoch 46 Batch 293/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.908 Epoch 46 Batch 294/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.233, Loss: 0.921 Epoch 46 Batch 295/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.945 Epoch 46 Batch 296/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.876 Epoch 46 Batch 297/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.882 Epoch 46 Batch 298/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.950 Epoch 46 Batch 299/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.885 Epoch 46 Batch 300/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.879 Epoch 46 Batch 301/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.897 Epoch 46 Batch 302/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.919 Epoch 46 Batch 303/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.232, Loss: 0.943 Epoch 46 Batch 304/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.841 Epoch 46 Batch 305/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.857 Epoch 46 Batch 306/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.909 Epoch 46 Batch 307/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.879 Epoch 46 Batch 308/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.934 Epoch 46 Batch 309/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.810 Epoch 46 Batch 310/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.848 Epoch 46 Batch 311/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.233, Loss: 0.870 Epoch 46 Batch 312/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.889 Epoch 46 Batch 313/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.783 Epoch 46 Batch 314/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.867 Epoch 46 Batch 315/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.848 Epoch 46 Batch 316/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.871 Epoch 46 Batch 317/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.877 Epoch 46 Batch 318/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.861 Epoch 46 Batch 319/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.861 Epoch 46 Batch 320/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.957 Epoch 46 Batch 321/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.875 Epoch 46 Batch 322/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.233, Loss: 0.913 Epoch 46 Batch 323/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.948 Epoch 46 Batch 324/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.899 Epoch 46 Batch 325/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.924 Epoch 46 Batch 326/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.849 Epoch 46 Batch 327/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.837 Epoch 46 Batch 328/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.910 Epoch 46 Batch 329/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.940 Epoch 46 Batch 330/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.898 Epoch 46 Batch 331/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.873 Epoch 46 Batch 332/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.910 Epoch 46 Batch 333/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.828 Epoch 46 Batch 334/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.903 Epoch 46 Batch 335/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.827 Epoch 46 Batch 336/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.895 Epoch 46 Batch 337/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.874 Epoch 46 Batch 338/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.909 Epoch 46 Batch 339/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.851 Epoch 46 Batch 340/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.880 Epoch 46 Batch 341/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.878 Epoch 46 Batch 342/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.906 Epoch 46 Batch 343/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.898 Epoch 46 Batch 344/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.877 Epoch 46 Batch 345/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.900 Epoch 46 Batch 346/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.906 Epoch 46 Batch 347/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.871 Epoch 46 Batch 348/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.898 Epoch 46 Batch 349/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.871 Epoch 46 Batch 350/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.872 Epoch 46 Batch 351/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.867 Epoch 46 Batch 352/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.913 Epoch 46 Batch 353/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.921 Epoch 46 Batch 354/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.907 Epoch 46 Batch 355/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.837 Epoch 46 Batch 356/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.883 Epoch 46 Batch 357/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.886 Epoch 46 Batch 358/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.876 Epoch 46 Batch 359/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.917 Epoch 46 Batch 360/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.811 Epoch 46 Batch 361/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.890 Epoch 46 Batch 362/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.860 Epoch 46 Batch 363/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.885 Epoch 46 Batch 364/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.822 Epoch 46 Batch 365/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.793 Epoch 46 Batch 366/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.932 Epoch 46 Batch 367/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.838 Epoch 46 Batch 368/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.886 Epoch 46 Batch 369/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.849 Epoch 46 Batch 370/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.898 Epoch 46 Batch 371/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.899 Epoch 46 Batch 372/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.841 Epoch 46 Batch 373/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.855 Epoch 46 Batch 374/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.869 Epoch 46 Batch 375/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.233, Loss: 0.860 Epoch 46 Batch 376/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.233, Loss: 0.893 Epoch 46 Batch 377/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.846 Epoch 46 Batch 378/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.928 Epoch 46 Batch 379/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.887 Epoch 46 Batch 380/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.871 Epoch 46 Batch 381/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.895 Epoch 46 Batch 382/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.908 Epoch 46 Batch 383/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.886 Epoch 46 Batch 384/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.915 Epoch 46 Batch 385/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.928 Epoch 46 Batch 386/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.910 Epoch 46 Batch 387/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.830 Epoch 46 Batch 388/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.232, Loss: 0.873 Epoch 46 Batch 389/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.927 Epoch 46 Batch 390/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.906 Epoch 46 Batch 391/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.847 Epoch 46 Batch 392/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.882 Epoch 46 Batch 393/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.862 Epoch 46 Batch 394/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.923 Epoch 46 Batch 395/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.846 Epoch 46 Batch 396/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.959 Epoch 46 Batch 397/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.868 Epoch 46 Batch 398/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.903 Epoch 46 Batch 399/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.864 Epoch 46 Batch 400/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.928 Epoch 46 Batch 401/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.848 Epoch 46 Batch 402/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.863 Epoch 46 Batch 403/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.847 Epoch 46 Batch 404/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.834 Epoch 46 Batch 405/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.902 Epoch 46 Batch 406/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.232, Loss: 0.880 Epoch 46 Batch 407/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.852 Epoch 46 Batch 408/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.933 Epoch 46 Batch 409/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.970 Epoch 46 Batch 410/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.232, Loss: 0.925 Epoch 46 Batch 411/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.927 Epoch 46 Batch 412/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.898 Epoch 46 Batch 413/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.949 Epoch 46 Batch 414/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.821 Epoch 46 Batch 415/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.896 Epoch 46 Batch 416/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.871 Epoch 46 Batch 417/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.891 Epoch 46 Batch 418/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.894 Epoch 46 Batch 419/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.899 Epoch 46 Batch 420/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.883 Epoch 46 Batch 421/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.828 Epoch 46 Batch 422/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.910 Epoch 46 Batch 423/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.898 Epoch 46 Batch 424/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.829 Epoch 46 Batch 425/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.875 Epoch 46 Batch 426/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.846 Epoch 46 Batch 427/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.878 Epoch 46 Batch 428/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.233, Loss: 0.901 Epoch 46 Batch 429/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.802 Epoch 46 Batch 430/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.830 Epoch 46 Batch 431/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.846 Epoch 46 Batch 432/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.866 Epoch 46 Batch 433/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.916 Epoch 46 Batch 434/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.870 Epoch 46 Batch 435/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.892 Epoch 46 Batch 436/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.882 Epoch 46 Batch 437/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.795 Epoch 46 Batch 438/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.879 Epoch 46 Batch 439/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.884 Epoch 46 Batch 440/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.913 Epoch 46 Batch 441/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.838 Epoch 46 Batch 442/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.876 Epoch 46 Batch 443/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.886 Epoch 46 Batch 444/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.864 Epoch 46 Batch 445/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.914 Epoch 46 Batch 446/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.858 Epoch 46 Batch 447/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.868 Epoch 46 Batch 448/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.876 Epoch 46 Batch 449/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.855 Epoch 46 Batch 450/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.913 Epoch 46 Batch 451/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.848 Epoch 46 Batch 452/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.947 Epoch 46 Batch 453/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.851 Epoch 46 Batch 454/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.856 Epoch 46 Batch 455/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.893 Epoch 46 Batch 456/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.825 Epoch 46 Batch 457/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.869 Epoch 46 Batch 458/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.233, Loss: 0.848 Epoch 46 Batch 459/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.909 Epoch 46 Batch 460/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.867 Epoch 46 Batch 461/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.865 Epoch 46 Batch 462/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.908 Epoch 46 Batch 463/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.851 Epoch 46 Batch 464/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.898 Epoch 46 Batch 465/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.923 Epoch 46 Batch 466/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.918 Epoch 46 Batch 467/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.930 Epoch 46 Batch 468/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.908 Epoch 46 Batch 469/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.861 Epoch 46 Batch 470/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.893 Epoch 46 Batch 471/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.839 Epoch 46 Batch 472/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.939 Epoch 46 Batch 473/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.888 Epoch 46 Batch 474/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.842 Epoch 46 Batch 475/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.931 Epoch 46 Batch 476/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.233, Loss: 0.809 Epoch 46 Batch 477/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.233, Loss: 0.868 Epoch 46 Batch 478/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.900 Epoch 46 Batch 479/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.873 Epoch 46 Batch 480/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.854 Epoch 46 Batch 481/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.887 Epoch 46 Batch 482/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.827 Epoch 46 Batch 483/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.897 Epoch 46 Batch 484/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.916 Epoch 46 Batch 485/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.877 Epoch 46 Batch 486/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.863 Epoch 46 Batch 487/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.880 Epoch 46 Batch 488/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.856 Epoch 46 Batch 489/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.857 Epoch 46 Batch 490/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.848 Epoch 46 Batch 491/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.827 Epoch 46 Batch 492/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.860 Epoch 46 Batch 493/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.798 Epoch 46 Batch 494/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.861 Epoch 46 Batch 495/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.900 Epoch 46 Batch 496/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.911 Epoch 46 Batch 497/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.835 Epoch 46 Batch 498/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.804 Epoch 46 Batch 499/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.878 Epoch 46 Batch 500/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.896 Epoch 46 Batch 501/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.904 Epoch 46 Batch 502/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.824 Epoch 46 Batch 503/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.868 Epoch 46 Batch 504/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.889 Epoch 46 Batch 505/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.826 Epoch 46 Batch 506/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.912 Epoch 46 Batch 507/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.233, Loss: 0.878 Epoch 46 Batch 508/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.914 Epoch 46 Batch 509/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.853 Epoch 46 Batch 510/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.868 Epoch 46 Batch 511/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.884 Epoch 46 Batch 512/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.859 Epoch 46 Batch 513/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.896 Epoch 46 Batch 514/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.843 Epoch 46 Batch 515/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.851 Epoch 46 Batch 516/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.866 Epoch 46 Batch 517/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.884 Epoch 46 Batch 518/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.866 Epoch 46 Batch 519/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.908 Epoch 46 Batch 520/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.867 Epoch 46 Batch 521/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.895 Epoch 46 Batch 522/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.876 Epoch 46 Batch 523/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.899 Epoch 46 Batch 524/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.896 Epoch 46 Batch 525/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.897 Epoch 46 Batch 526/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.984 Epoch 46 Batch 527/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.868 Epoch 46 Batch 528/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.889 Epoch 46 Batch 529/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.872 Epoch 46 Batch 530/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.900 Epoch 46 Batch 531/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.873 Epoch 46 Batch 532/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.856 Epoch 46 Batch 533/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.844 Epoch 46 Batch 534/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.866 Epoch 46 Batch 535/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.935 Epoch 46 Batch 536/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.877 Epoch 46 Batch 537/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.846 Epoch 46 Batch 538/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.851 Epoch 46 Batch 539/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.925 Epoch 46 Batch 540/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.885 Epoch 46 Batch 541/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.892 Epoch 46 Batch 542/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.864 Epoch 46 Batch 543/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.812 Epoch 46 Batch 544/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.846 Epoch 46 Batch 545/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.902 Epoch 46 Batch 546/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.927 Epoch 46 Batch 547/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.841 Epoch 46 Batch 548/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.901 Epoch 46 Batch 549/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.961 Epoch 46 Batch 550/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.896 Epoch 46 Batch 551/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.857 Epoch 46 Batch 552/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.867 Epoch 46 Batch 553/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.938 Epoch 46 Batch 554/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.881 Epoch 46 Batch 555/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.909 Epoch 46 Batch 556/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.887 Epoch 46 Batch 557/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.846 Epoch 46 Batch 558/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.884 Epoch 46 Batch 559/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.861 Epoch 46 Batch 560/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.893 Epoch 46 Batch 561/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.903 Epoch 46 Batch 562/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.844 Epoch 46 Batch 563/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.877 Epoch 46 Batch 564/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.916 Epoch 46 Batch 565/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.898 Epoch 46 Batch 566/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.893 Epoch 46 Batch 567/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.885 Epoch 46 Batch 568/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.900 Epoch 46 Batch 569/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.886 Epoch 46 Batch 570/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.894 Epoch 46 Batch 571/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.869 Epoch 46 Batch 572/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.871 Epoch 46 Batch 573/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.897 Epoch 46 Batch 574/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.931 Epoch 46 Batch 575/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.852 Epoch 46 Batch 576/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.859 Epoch 46 Batch 577/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.924 Epoch 46 Batch 578/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.882 Epoch 46 Batch 579/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.879 Epoch 46 Batch 580/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.952 Epoch 46 Batch 581/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.891 Epoch 46 Batch 582/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.830 Epoch 46 Batch 583/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.848 Epoch 46 Batch 584/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.891 Epoch 46 Batch 585/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.833 Epoch 46 Batch 586/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.890 Epoch 46 Batch 587/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.896 Epoch 46 Batch 588/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.861 Epoch 46 Batch 589/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.895 Epoch 46 Batch 590/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.918 Epoch 46 Batch 591/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.232, Loss: 0.908 Epoch 46 Batch 592/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.836 Epoch 46 Batch 593/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.958 Epoch 46 Batch 594/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.922 Epoch 46 Batch 595/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.888 Epoch 46 Batch 596/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.877 Epoch 46 Batch 597/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.859 Epoch 46 Batch 598/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.819 Epoch 46 Batch 599/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.915 Epoch 46 Batch 600/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.916 Epoch 46 Batch 601/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.858 Epoch 46 Batch 602/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.852 Epoch 46 Batch 603/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.970 Epoch 46 Batch 604/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.938 Epoch 46 Batch 605/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.967 Epoch 46 Batch 606/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.942 Epoch 46 Batch 607/1077 - Train Accuracy: 0.238, Validation Accuracy: 0.233, Loss: 0.899 Epoch 46 Batch 608/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.938 Epoch 46 Batch 609/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.904 Epoch 46 Batch 610/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.877 Epoch 46 Batch 611/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.901 Epoch 46 Batch 612/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.841 Epoch 46 Batch 613/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.863 Epoch 46 Batch 614/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.861 Epoch 46 Batch 615/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.850 Epoch 46 Batch 616/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.890 Epoch 46 Batch 617/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.853 Epoch 46 Batch 618/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.896 Epoch 46 Batch 619/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 0.832 Epoch 46 Batch 620/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.828 Epoch 46 Batch 621/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.847 Epoch 46 Batch 622/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.881 Epoch 46 Batch 623/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.914 Epoch 46 Batch 624/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.858 Epoch 46 Batch 625/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.951 Epoch 46 Batch 626/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.232, Loss: 0.947 Epoch 46 Batch 627/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.889 Epoch 46 Batch 628/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.886 Epoch 46 Batch 629/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.860 Epoch 46 Batch 630/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.857 Epoch 46 Batch 631/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.862 Epoch 46 Batch 632/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.891 Epoch 46 Batch 633/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.907 Epoch 46 Batch 634/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.859 Epoch 46 Batch 635/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.232, Loss: 0.825 Epoch 46 Batch 636/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.846 Epoch 46 Batch 637/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.903 Epoch 46 Batch 638/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.876 Epoch 46 Batch 639/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.891 Epoch 46 Batch 640/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.935 Epoch 46 Batch 641/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.897 Epoch 46 Batch 642/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.880 Epoch 46 Batch 643/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.876 Epoch 46 Batch 644/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.848 Epoch 46 Batch 645/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.888 Epoch 46 Batch 646/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.861 Epoch 46 Batch 647/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.844 Epoch 46 Batch 648/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.985 Epoch 46 Batch 649/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.933 Epoch 46 Batch 650/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.801 Epoch 46 Batch 651/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.909 Epoch 46 Batch 652/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.857 Epoch 46 Batch 653/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.919 Epoch 46 Batch 654/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.899 Epoch 46 Batch 655/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.917 Epoch 46 Batch 656/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.860 Epoch 46 Batch 657/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.880 Epoch 46 Batch 658/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.863 Epoch 46 Batch 659/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.858 Epoch 46 Batch 660/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.846 Epoch 46 Batch 661/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.864 Epoch 46 Batch 662/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.849 Epoch 46 Batch 663/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.850 Epoch 46 Batch 664/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.948 Epoch 46 Batch 665/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.826 Epoch 46 Batch 666/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 0.828 Epoch 46 Batch 667/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.904 Epoch 46 Batch 668/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.908 Epoch 46 Batch 669/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.833 Epoch 46 Batch 670/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.232, Loss: 0.889 Epoch 46 Batch 671/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.881 Epoch 46 Batch 672/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.890 Epoch 46 Batch 673/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.838 Epoch 46 Batch 674/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.858 Epoch 46 Batch 675/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.884 Epoch 46 Batch 676/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.849 Epoch 46 Batch 677/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.868 Epoch 46 Batch 678/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.899 Epoch 46 Batch 679/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.840 Epoch 46 Batch 680/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.850 Epoch 46 Batch 681/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.826 Epoch 46 Batch 682/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.232, Loss: 0.904 Epoch 46 Batch 683/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.879 Epoch 46 Batch 684/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.894 Epoch 46 Batch 685/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.880 Epoch 46 Batch 686/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.881 Epoch 46 Batch 687/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.896 Epoch 46 Batch 688/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.886 Epoch 46 Batch 689/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.911 Epoch 46 Batch 690/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.848 Epoch 46 Batch 691/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.956 Epoch 46 Batch 692/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.880 Epoch 46 Batch 693/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.884 Epoch 46 Batch 694/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.816 Epoch 46 Batch 695/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.902 Epoch 46 Batch 696/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.865 Epoch 46 Batch 697/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.845 Epoch 46 Batch 698/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.868 Epoch 46 Batch 699/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.233, Loss: 0.849 Epoch 46 Batch 700/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.853 Epoch 46 Batch 701/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.882 Epoch 46 Batch 702/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.956 Epoch 46 Batch 703/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.825 Epoch 46 Batch 704/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.964 Epoch 46 Batch 705/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 0.910 Epoch 46 Batch 706/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.962 Epoch 46 Batch 707/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.886 Epoch 46 Batch 708/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.890 Epoch 46 Batch 709/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.825 Epoch 46 Batch 710/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.870 Epoch 46 Batch 711/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.857 Epoch 46 Batch 712/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.865 Epoch 46 Batch 713/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.232, Loss: 0.841 Epoch 46 Batch 714/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.232, Loss: 0.895 Epoch 46 Batch 715/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.867 Epoch 46 Batch 716/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.873 Epoch 46 Batch 717/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.926 Epoch 46 Batch 718/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.894 Epoch 46 Batch 719/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.916 Epoch 46 Batch 720/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.847 Epoch 46 Batch 721/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.827 Epoch 46 Batch 722/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.858 Epoch 46 Batch 723/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.922 Epoch 46 Batch 724/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.889 Epoch 46 Batch 725/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.233, Loss: 0.911 Epoch 46 Batch 726/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.864 Epoch 46 Batch 727/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.866 Epoch 46 Batch 728/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.857 Epoch 46 Batch 729/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.871 Epoch 46 Batch 730/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.956 Epoch 46 Batch 731/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.233, Loss: 0.916 Epoch 46 Batch 732/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.883 Epoch 46 Batch 733/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.835 Epoch 46 Batch 734/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.906 Epoch 46 Batch 735/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.817 Epoch 46 Batch 736/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.882 Epoch 46 Batch 737/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.884 Epoch 46 Batch 738/1077 - Train Accuracy: 0.290, Validation Accuracy: 0.233, Loss: 0.890 Epoch 46 Batch 739/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.894 Epoch 46 Batch 740/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.841 Epoch 46 Batch 741/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.900 Epoch 46 Batch 742/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.860 Epoch 46 Batch 743/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.893 Epoch 46 Batch 744/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.902 Epoch 46 Batch 745/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.873 Epoch 46 Batch 746/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.865 Epoch 46 Batch 747/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.903 Epoch 46 Batch 748/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.902 Epoch 46 Batch 749/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.848 Epoch 46 Batch 750/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.878 Epoch 46 Batch 751/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.887 Epoch 46 Batch 752/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.834 Epoch 46 Batch 753/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.888 Epoch 46 Batch 754/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.854 Epoch 46 Batch 755/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.902 Epoch 46 Batch 756/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.816 Epoch 46 Batch 757/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.846 Epoch 46 Batch 758/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.846 Epoch 46 Batch 759/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.900 Epoch 46 Batch 760/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.862 Epoch 46 Batch 761/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.871 Epoch 46 Batch 762/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.929 Epoch 46 Batch 763/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.826 Epoch 46 Batch 764/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.865 Epoch 46 Batch 765/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.891 Epoch 46 Batch 766/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.881 Epoch 46 Batch 767/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.848 Epoch 46 Batch 768/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.871 Epoch 46 Batch 769/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.847 Epoch 46 Batch 770/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.809 Epoch 46 Batch 771/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.791 Epoch 46 Batch 772/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.796 Epoch 46 Batch 773/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.881 Epoch 46 Batch 774/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.892 Epoch 46 Batch 775/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.925 Epoch 46 Batch 776/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.923 Epoch 46 Batch 777/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.882 Epoch 46 Batch 778/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.921 Epoch 46 Batch 779/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.843 Epoch 46 Batch 780/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.965 Epoch 46 Batch 781/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.895 Epoch 46 Batch 782/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.948 Epoch 46 Batch 783/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.913 Epoch 46 Batch 784/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.880 Epoch 46 Batch 785/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.951 Epoch 46 Batch 786/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.832 Epoch 46 Batch 787/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.827 Epoch 46 Batch 788/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.890 Epoch 46 Batch 789/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.851 Epoch 46 Batch 790/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.952 Epoch 46 Batch 791/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.926 Epoch 46 Batch 792/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.881 Epoch 46 Batch 793/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.981 Epoch 46 Batch 794/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.884 Epoch 46 Batch 795/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.900 Epoch 46 Batch 796/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.858 Epoch 46 Batch 797/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.881 Epoch 46 Batch 798/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.918 Epoch 46 Batch 799/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.861 Epoch 46 Batch 800/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.886 Epoch 46 Batch 801/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.897 Epoch 46 Batch 802/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.905 Epoch 46 Batch 803/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.912 Epoch 46 Batch 804/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.929 Epoch 46 Batch 805/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.858 Epoch 46 Batch 806/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.850 Epoch 46 Batch 807/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.919 Epoch 46 Batch 808/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.890 Epoch 46 Batch 809/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.851 Epoch 46 Batch 810/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.882 Epoch 46 Batch 811/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.915 Epoch 46 Batch 812/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.893 Epoch 46 Batch 813/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.938 Epoch 46 Batch 814/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.867 Epoch 46 Batch 815/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.858 Epoch 46 Batch 816/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.874 Epoch 46 Batch 817/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.840 Epoch 46 Batch 818/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.880 Epoch 46 Batch 819/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.839 Epoch 46 Batch 820/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.881 Epoch 46 Batch 821/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.846 Epoch 46 Batch 822/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.840 Epoch 46 Batch 823/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.899 Epoch 46 Batch 824/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.883 Epoch 46 Batch 825/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.845 Epoch 46 Batch 826/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.919 Epoch 46 Batch 827/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.859 Epoch 46 Batch 828/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.887 Epoch 46 Batch 829/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.911 Epoch 46 Batch 830/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.890 Epoch 46 Batch 831/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.233, Loss: 0.849 Epoch 46 Batch 832/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.919 Epoch 46 Batch 833/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.922 Epoch 46 Batch 834/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.234, Loss: 0.900 Epoch 46 Batch 835/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.941 Epoch 46 Batch 836/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.825 Epoch 46 Batch 837/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.889 Epoch 46 Batch 838/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.856 Epoch 46 Batch 839/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.921 Epoch 46 Batch 840/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.860 Epoch 46 Batch 841/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.952 Epoch 46 Batch 842/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.884 Epoch 46 Batch 843/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.935 Epoch 46 Batch 844/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.916 Epoch 46 Batch 845/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.861 Epoch 46 Batch 846/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.862 Epoch 46 Batch 847/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.865 Epoch 46 Batch 848/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.866 Epoch 46 Batch 849/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.870 Epoch 46 Batch 850/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.968 Epoch 46 Batch 851/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.889 Epoch 46 Batch 852/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.889 Epoch 46 Batch 853/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.810 Epoch 46 Batch 854/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.865 Epoch 46 Batch 855/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.883 Epoch 46 Batch 856/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.948 Epoch 46 Batch 857/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.850 Epoch 46 Batch 858/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.876 Epoch 46 Batch 859/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.859 Epoch 46 Batch 860/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.899 Epoch 46 Batch 861/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.870 Epoch 46 Batch 862/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.923 Epoch 46 Batch 863/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.924 Epoch 46 Batch 864/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.874 Epoch 46 Batch 865/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.233, Loss: 0.901 Epoch 46 Batch 866/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.841 Epoch 46 Batch 867/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.889 Epoch 46 Batch 868/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.907 Epoch 46 Batch 869/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.904 Epoch 46 Batch 870/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.873 Epoch 46 Batch 871/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.919 Epoch 46 Batch 872/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.900 Epoch 46 Batch 873/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.851 Epoch 46 Batch 874/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.876 Epoch 46 Batch 875/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.866 Epoch 46 Batch 876/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.839 Epoch 46 Batch 877/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.993 Epoch 46 Batch 878/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.836 Epoch 46 Batch 879/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.908 Epoch 46 Batch 880/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.930 Epoch 46 Batch 881/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.983 Epoch 46 Batch 882/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.898 Epoch 46 Batch 883/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.924 Epoch 46 Batch 884/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.930 Epoch 46 Batch 885/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.233, Loss: 0.903 Epoch 46 Batch 886/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.882 Epoch 46 Batch 887/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.893 Epoch 46 Batch 888/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.874 Epoch 46 Batch 889/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.846 Epoch 46 Batch 890/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.852 Epoch 46 Batch 891/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.939 Epoch 46 Batch 892/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.904 Epoch 46 Batch 893/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.874 Epoch 46 Batch 894/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.910 Epoch 46 Batch 895/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.820 Epoch 46 Batch 896/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.920 Epoch 46 Batch 897/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.918 Epoch 46 Batch 898/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.956 Epoch 46 Batch 899/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.855 Epoch 46 Batch 900/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.883 Epoch 46 Batch 901/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.918 Epoch 46 Batch 902/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.895 Epoch 46 Batch 903/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.835 Epoch 46 Batch 904/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.928 Epoch 46 Batch 905/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.848 Epoch 46 Batch 906/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.892 Epoch 46 Batch 907/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.872 Epoch 46 Batch 908/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.821 Epoch 46 Batch 909/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.893 Epoch 46 Batch 910/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.879 Epoch 46 Batch 911/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.233, Loss: 0.904 Epoch 46 Batch 912/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.909 Epoch 46 Batch 913/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.904 Epoch 46 Batch 914/1077 - Train Accuracy: 0.299, Validation Accuracy: 0.233, Loss: 0.842 Epoch 46 Batch 915/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.819 Epoch 46 Batch 916/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.880 Epoch 46 Batch 917/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.873 Epoch 46 Batch 918/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.890 Epoch 46 Batch 919/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.233, Loss: 0.861 Epoch 46 Batch 920/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.853 Epoch 46 Batch 921/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.856 Epoch 46 Batch 922/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.883 Epoch 46 Batch 923/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.233, Loss: 0.895 Epoch 46 Batch 924/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.233, Loss: 0.885 Epoch 46 Batch 925/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.857 Epoch 46 Batch 926/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.888 Epoch 46 Batch 927/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.922 Epoch 46 Batch 928/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.891 Epoch 46 Batch 929/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.858 Epoch 46 Batch 930/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.806 Epoch 46 Batch 931/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.907 Epoch 46 Batch 932/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.877 Epoch 46 Batch 933/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.873 Epoch 46 Batch 934/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.883 Epoch 46 Batch 935/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.926 Epoch 46 Batch 936/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.867 Epoch 46 Batch 937/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.855 Epoch 46 Batch 938/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.952 Epoch 46 Batch 939/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.880 Epoch 46 Batch 940/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.899 Epoch 46 Batch 941/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.817 Epoch 46 Batch 942/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.864 Epoch 46 Batch 943/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.908 Epoch 46 Batch 944/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.876 Epoch 46 Batch 945/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.869 Epoch 46 Batch 946/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.895 Epoch 46 Batch 947/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.919 Epoch 46 Batch 948/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.871 Epoch 46 Batch 949/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.857 Epoch 46 Batch 950/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.854 Epoch 46 Batch 951/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.850 Epoch 46 Batch 952/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.856 Epoch 46 Batch 953/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 0.868 Epoch 46 Batch 954/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.888 Epoch 46 Batch 955/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.858 Epoch 46 Batch 956/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.829 Epoch 46 Batch 957/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.843 Epoch 46 Batch 958/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.872 Epoch 46 Batch 959/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.820 Epoch 46 Batch 960/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.863 Epoch 46 Batch 961/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.834 Epoch 46 Batch 962/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.908 Epoch 46 Batch 963/1077 - Train Accuracy: 0.073, Validation Accuracy: 0.233, Loss: 0.848 Epoch 46 Batch 964/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.894 Epoch 46 Batch 965/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.233, Loss: 0.920 Epoch 46 Batch 966/1077 - Train Accuracy: 0.269, Validation Accuracy: 0.233, Loss: 0.859 Epoch 46 Batch 967/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.918 Epoch 46 Batch 968/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.854 Epoch 46 Batch 969/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.879 Epoch 46 Batch 970/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.971 Epoch 46 Batch 971/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.867 Epoch 46 Batch 972/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.854 Epoch 46 Batch 973/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.918 Epoch 46 Batch 974/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.938 Epoch 46 Batch 975/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.233, Loss: 0.833 Epoch 46 Batch 976/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.846 Epoch 46 Batch 977/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.837 Epoch 46 Batch 978/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.912 Epoch 46 Batch 979/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 0.856 Epoch 46 Batch 980/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.886 Epoch 46 Batch 981/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.882 Epoch 46 Batch 982/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.874 Epoch 46 Batch 983/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.869 Epoch 46 Batch 984/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.866 Epoch 46 Batch 985/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.896 Epoch 46 Batch 986/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.824 Epoch 46 Batch 987/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.864 Epoch 46 Batch 988/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.232, Loss: 0.899 Epoch 46 Batch 989/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.903 Epoch 46 Batch 990/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.880 Epoch 46 Batch 991/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.232, Loss: 0.910 Epoch 46 Batch 992/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.910 Epoch 46 Batch 993/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.875 Epoch 46 Batch 994/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.837 Epoch 46 Batch 995/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.858 Epoch 46 Batch 996/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.926 Epoch 46 Batch 997/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.854 Epoch 46 Batch 998/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.860 Epoch 46 Batch 999/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.885 Epoch 46 Batch 1000/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.920 Epoch 46 Batch 1001/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.232, Loss: 0.897 Epoch 46 Batch 1002/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.232, Loss: 0.894 Epoch 46 Batch 1003/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.859 Epoch 46 Batch 1004/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.892 Epoch 46 Batch 1005/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.855 Epoch 46 Batch 1006/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.925 Epoch 46 Batch 1007/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.878 Epoch 46 Batch 1008/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.882 Epoch 46 Batch 1009/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.842 Epoch 46 Batch 1010/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.911 Epoch 46 Batch 1011/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.847 Epoch 46 Batch 1012/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.922 Epoch 46 Batch 1013/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.919 Epoch 46 Batch 1014/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.866 Epoch 46 Batch 1015/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.983 Epoch 46 Batch 1016/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.903 Epoch 46 Batch 1017/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.232, Loss: 0.875 Epoch 46 Batch 1018/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.903 Epoch 46 Batch 1019/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.893 Epoch 46 Batch 1020/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.920 Epoch 46 Batch 1021/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.921 Epoch 46 Batch 1022/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.841 Epoch 46 Batch 1023/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.232, Loss: 0.913 Epoch 46 Batch 1024/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.850 Epoch 46 Batch 1025/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.860 Epoch 46 Batch 1026/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.846 Epoch 46 Batch 1027/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.838 Epoch 46 Batch 1028/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.843 Epoch 46 Batch 1029/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.907 Epoch 46 Batch 1030/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 1.015 Epoch 46 Batch 1031/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.932 Epoch 46 Batch 1032/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.900 Epoch 46 Batch 1033/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.855 Epoch 46 Batch 1034/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.232, Loss: 0.841 Epoch 46 Batch 1035/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.904 Epoch 46 Batch 1036/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.887 Epoch 46 Batch 1037/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.912 Epoch 46 Batch 1038/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.975 Epoch 46 Batch 1039/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.830 Epoch 46 Batch 1040/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.899 Epoch 46 Batch 1041/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.892 Epoch 46 Batch 1042/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.911 Epoch 46 Batch 1043/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.232, Loss: 0.830 Epoch 46 Batch 1044/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.833 Epoch 46 Batch 1045/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.868 Epoch 46 Batch 1046/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.822 Epoch 46 Batch 1047/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.898 Epoch 46 Batch 1048/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.867 Epoch 46 Batch 1049/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.888 Epoch 46 Batch 1050/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.879 Epoch 46 Batch 1051/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.933 Epoch 46 Batch 1052/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.877 Epoch 46 Batch 1053/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.904 Epoch 46 Batch 1054/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.884 Epoch 46 Batch 1055/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.966 Epoch 46 Batch 1056/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.951 Epoch 46 Batch 1057/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.943 Epoch 46 Batch 1058/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.954 Epoch 46 Batch 1059/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.940 Epoch 46 Batch 1060/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.880 Epoch 46 Batch 1061/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.897 Epoch 46 Batch 1062/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.858 Epoch 46 Batch 1063/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.889 Epoch 46 Batch 1064/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.885 Epoch 46 Batch 1065/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.844 Epoch 46 Batch 1066/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.895 Epoch 46 Batch 1067/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.872 Epoch 46 Batch 1068/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.919 Epoch 46 Batch 1069/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.850 Epoch 46 Batch 1070/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.894 Epoch 46 Batch 1071/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.866 Epoch 46 Batch 1072/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.867 Epoch 46 Batch 1073/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.894 Epoch 46 Batch 1074/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.941 Epoch 46 Batch 1075/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.924 Epoch 47 Batch 0/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.891 Epoch 47 Batch 1/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.849 Epoch 47 Batch 2/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.861 Epoch 47 Batch 3/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.898 Epoch 47 Batch 4/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.883 Epoch 47 Batch 5/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.945 Epoch 47 Batch 6/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.890 Epoch 47 Batch 7/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.232, Loss: 0.853 Epoch 47 Batch 8/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.866 Epoch 47 Batch 9/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.849 Epoch 47 Batch 10/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.862 Epoch 47 Batch 11/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.863 Epoch 47 Batch 12/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.891 Epoch 47 Batch 13/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.232, Loss: 0.949 Epoch 47 Batch 14/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.830 Epoch 47 Batch 15/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.907 Epoch 47 Batch 16/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.876 Epoch 47 Batch 17/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.808 Epoch 47 Batch 18/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.822 Epoch 47 Batch 19/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.870 Epoch 47 Batch 20/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.846 Epoch 47 Batch 21/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.843 Epoch 47 Batch 22/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.843 Epoch 47 Batch 23/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.918 Epoch 47 Batch 24/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.904 Epoch 47 Batch 25/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.875 Epoch 47 Batch 26/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.950 Epoch 47 Batch 27/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.805 Epoch 47 Batch 28/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.866 Epoch 47 Batch 29/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.828 Epoch 47 Batch 30/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.832 Epoch 47 Batch 31/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.907 Epoch 47 Batch 32/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.846 Epoch 47 Batch 33/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.809 Epoch 47 Batch 34/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.842 Epoch 47 Batch 35/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.896 Epoch 47 Batch 36/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.893 Epoch 47 Batch 37/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.868 Epoch 47 Batch 38/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.233, Loss: 0.928 Epoch 47 Batch 39/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.924 Epoch 47 Batch 40/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.835 Epoch 47 Batch 41/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.932 Epoch 47 Batch 42/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.919 Epoch 47 Batch 43/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.808 Epoch 47 Batch 44/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.825 Epoch 47 Batch 45/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.921 Epoch 47 Batch 46/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.846 Epoch 47 Batch 47/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.910 Epoch 47 Batch 48/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.935 Epoch 47 Batch 49/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.233, Loss: 0.898 Epoch 47 Batch 50/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.888 Epoch 47 Batch 51/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.866 Epoch 47 Batch 52/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.901 Epoch 47 Batch 53/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.233, Loss: 0.885 Epoch 47 Batch 54/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.872 Epoch 47 Batch 55/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.850 Epoch 47 Batch 56/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.853 Epoch 47 Batch 57/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.232, Loss: 0.914 Epoch 47 Batch 58/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.838 Epoch 47 Batch 59/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.832 Epoch 47 Batch 60/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.835 Epoch 47 Batch 61/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.866 Epoch 47 Batch 62/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.886 Epoch 47 Batch 63/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.880 Epoch 47 Batch 64/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.861 Epoch 47 Batch 65/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.898 Epoch 47 Batch 66/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.232, Loss: 0.872 Epoch 47 Batch 67/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.899 Epoch 47 Batch 68/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.878 Epoch 47 Batch 69/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.860 Epoch 47 Batch 70/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.866 Epoch 47 Batch 71/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.917 Epoch 47 Batch 72/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.940 Epoch 47 Batch 73/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.891 Epoch 47 Batch 74/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.858 Epoch 47 Batch 75/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.847 Epoch 47 Batch 76/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.914 Epoch 47 Batch 77/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.904 Epoch 47 Batch 78/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.900 Epoch 47 Batch 79/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.892 Epoch 47 Batch 80/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.819 Epoch 47 Batch 81/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.233, Loss: 0.848 Epoch 47 Batch 82/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.233, Loss: 0.839 Epoch 47 Batch 83/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.896 Epoch 47 Batch 84/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.826 Epoch 47 Batch 85/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.850 Epoch 47 Batch 86/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.877 Epoch 47 Batch 87/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.877 Epoch 47 Batch 88/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.913 Epoch 47 Batch 89/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.900 Epoch 47 Batch 90/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.906 Epoch 47 Batch 91/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.868 Epoch 47 Batch 92/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.831 Epoch 47 Batch 93/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.923 Epoch 47 Batch 94/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.901 Epoch 47 Batch 95/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.941 Epoch 47 Batch 96/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.889 Epoch 47 Batch 97/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.848 Epoch 47 Batch 98/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.887 Epoch 47 Batch 99/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.837 Epoch 47 Batch 100/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.915 Epoch 47 Batch 101/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.868 Epoch 47 Batch 102/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.864 Epoch 47 Batch 103/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.868 Epoch 47 Batch 104/1077 - Train Accuracy: 0.103, Validation Accuracy: 0.232, Loss: 0.930 Epoch 47 Batch 105/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.909 Epoch 47 Batch 106/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.232, Loss: 0.877 Epoch 47 Batch 107/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.935 Epoch 47 Batch 108/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.232, Loss: 0.898 Epoch 47 Batch 109/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.898 Epoch 47 Batch 110/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.232, Loss: 0.855 Epoch 47 Batch 111/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.893 Epoch 47 Batch 112/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.878 Epoch 47 Batch 113/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.963 Epoch 47 Batch 114/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.863 Epoch 47 Batch 115/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.853 Epoch 47 Batch 116/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.902 Epoch 47 Batch 117/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.900 Epoch 47 Batch 118/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.872 Epoch 47 Batch 119/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.961 Epoch 47 Batch 120/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.906 Epoch 47 Batch 121/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.875 Epoch 47 Batch 122/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.957 Epoch 47 Batch 123/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.875 Epoch 47 Batch 124/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.866 Epoch 47 Batch 125/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.903 Epoch 47 Batch 126/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.871 Epoch 47 Batch 127/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.870 Epoch 47 Batch 128/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.801 Epoch 47 Batch 129/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.854 Epoch 47 Batch 130/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.865 Epoch 47 Batch 131/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.853 Epoch 47 Batch 132/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.862 Epoch 47 Batch 133/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.845 Epoch 47 Batch 134/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.897 Epoch 47 Batch 135/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.930 Epoch 47 Batch 136/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.927 Epoch 47 Batch 137/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.891 Epoch 47 Batch 138/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.855 Epoch 47 Batch 139/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.822 Epoch 47 Batch 140/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.816 Epoch 47 Batch 141/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.842 Epoch 47 Batch 142/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.866 Epoch 47 Batch 143/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.887 Epoch 47 Batch 144/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.908 Epoch 47 Batch 145/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.881 Epoch 47 Batch 146/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.962 Epoch 47 Batch 147/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.830 Epoch 47 Batch 148/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.849 Epoch 47 Batch 149/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.874 Epoch 47 Batch 150/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.865 Epoch 47 Batch 151/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.920 Epoch 47 Batch 152/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.924 Epoch 47 Batch 153/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.880 Epoch 47 Batch 154/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.889 Epoch 47 Batch 155/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.929 Epoch 47 Batch 156/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.875 Epoch 47 Batch 157/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.863 Epoch 47 Batch 158/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.905 Epoch 47 Batch 159/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.862 Epoch 47 Batch 160/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.859 Epoch 47 Batch 161/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.906 Epoch 47 Batch 162/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.848 Epoch 47 Batch 163/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.899 Epoch 47 Batch 164/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.893 Epoch 47 Batch 165/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.853 Epoch 47 Batch 166/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.854 Epoch 47 Batch 167/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.902 Epoch 47 Batch 168/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.868 Epoch 47 Batch 169/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.886 Epoch 47 Batch 170/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.865 Epoch 47 Batch 171/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.930 Epoch 47 Batch 172/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.889 Epoch 47 Batch 173/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.922 Epoch 47 Batch 174/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.828 Epoch 47 Batch 175/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.912 Epoch 47 Batch 176/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.830 Epoch 47 Batch 177/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.817 Epoch 47 Batch 178/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.903 Epoch 47 Batch 179/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.805 Epoch 47 Batch 180/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.907 Epoch 47 Batch 181/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.902 Epoch 47 Batch 182/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.950 Epoch 47 Batch 183/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.842 Epoch 47 Batch 184/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.888 Epoch 47 Batch 185/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.885 Epoch 47 Batch 186/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.850 Epoch 47 Batch 187/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.874 Epoch 47 Batch 188/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.921 Epoch 47 Batch 189/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.849 Epoch 47 Batch 190/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.863 Epoch 47 Batch 191/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.232, Loss: 0.879 Epoch 47 Batch 192/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.929 Epoch 47 Batch 193/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.902 Epoch 47 Batch 194/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.854 Epoch 47 Batch 195/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.858 Epoch 47 Batch 196/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.858 Epoch 47 Batch 197/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.885 Epoch 47 Batch 198/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.870 Epoch 47 Batch 199/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.901 Epoch 47 Batch 200/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.838 Epoch 47 Batch 201/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.964 Epoch 47 Batch 202/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.855 Epoch 47 Batch 203/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.864 Epoch 47 Batch 204/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.891 Epoch 47 Batch 205/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.959 Epoch 47 Batch 206/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.865 Epoch 47 Batch 207/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.871 Epoch 47 Batch 208/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.909 Epoch 47 Batch 209/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.862 Epoch 47 Batch 210/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.231, Loss: 0.879 Epoch 47 Batch 211/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.869 Epoch 47 Batch 212/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.867 Epoch 47 Batch 213/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.920 Epoch 47 Batch 214/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.850 Epoch 47 Batch 215/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.929 Epoch 47 Batch 216/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.830 Epoch 47 Batch 217/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.863 Epoch 47 Batch 218/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.878 Epoch 47 Batch 219/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.872 Epoch 47 Batch 220/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.909 Epoch 47 Batch 221/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.896 Epoch 47 Batch 222/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.824 Epoch 47 Batch 223/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.888 Epoch 47 Batch 224/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.799 Epoch 47 Batch 225/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.855 Epoch 47 Batch 226/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.928 Epoch 47 Batch 227/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.933 Epoch 47 Batch 228/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.913 Epoch 47 Batch 229/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.868 Epoch 47 Batch 230/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.869 Epoch 47 Batch 231/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.892 Epoch 47 Batch 232/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.890 Epoch 47 Batch 233/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.912 Epoch 47 Batch 234/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.231, Loss: 0.915 Epoch 47 Batch 235/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.837 Epoch 47 Batch 236/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.814 Epoch 47 Batch 237/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.896 Epoch 47 Batch 238/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.887 Epoch 47 Batch 239/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.885 Epoch 47 Batch 240/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.894 Epoch 47 Batch 241/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.830 Epoch 47 Batch 242/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.859 Epoch 47 Batch 243/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.912 Epoch 47 Batch 244/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.232, Loss: 0.832 Epoch 47 Batch 245/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.849 Epoch 47 Batch 246/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.866 Epoch 47 Batch 247/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.872 Epoch 47 Batch 248/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.885 Epoch 47 Batch 249/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.922 Epoch 47 Batch 250/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.878 Epoch 47 Batch 251/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.881 Epoch 47 Batch 252/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.868 Epoch 47 Batch 253/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.232, Loss: 0.923 Epoch 47 Batch 254/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.916 Epoch 47 Batch 255/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.853 Epoch 47 Batch 256/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.890 Epoch 47 Batch 257/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.871 Epoch 47 Batch 258/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.928 Epoch 47 Batch 259/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.882 Epoch 47 Batch 260/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.956 Epoch 47 Batch 261/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.872 Epoch 47 Batch 262/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.829 Epoch 47 Batch 263/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.904 Epoch 47 Batch 264/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.827 Epoch 47 Batch 265/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.868 Epoch 47 Batch 266/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.833 Epoch 47 Batch 267/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.232, Loss: 0.914 Epoch 47 Batch 268/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.909 Epoch 47 Batch 269/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.946 Epoch 47 Batch 270/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.922 Epoch 47 Batch 271/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.941 Epoch 47 Batch 272/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.921 Epoch 47 Batch 273/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.941 Epoch 47 Batch 274/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.917 Epoch 47 Batch 275/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.864 Epoch 47 Batch 276/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.231, Loss: 0.879 Epoch 47 Batch 277/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.899 Epoch 47 Batch 278/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.911 Epoch 47 Batch 279/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.837 Epoch 47 Batch 280/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.869 Epoch 47 Batch 281/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.909 Epoch 47 Batch 282/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.853 Epoch 47 Batch 283/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.827 Epoch 47 Batch 284/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.876 Epoch 47 Batch 285/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.930 Epoch 47 Batch 286/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.862 Epoch 47 Batch 287/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.908 Epoch 47 Batch 288/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.914 Epoch 47 Batch 289/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.875 Epoch 47 Batch 290/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.873 Epoch 47 Batch 291/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.928 Epoch 47 Batch 292/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.857 Epoch 47 Batch 293/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.869 Epoch 47 Batch 294/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.231, Loss: 0.937 Epoch 47 Batch 295/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.843 Epoch 47 Batch 296/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.897 Epoch 47 Batch 297/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.882 Epoch 47 Batch 298/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.884 Epoch 47 Batch 299/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.910 Epoch 47 Batch 300/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.802 Epoch 47 Batch 301/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.918 Epoch 47 Batch 302/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.900 Epoch 47 Batch 303/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.232, Loss: 0.856 Epoch 47 Batch 304/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.908 Epoch 47 Batch 305/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.908 Epoch 47 Batch 306/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.881 Epoch 47 Batch 307/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.925 Epoch 47 Batch 308/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.892 Epoch 47 Batch 309/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.906 Epoch 47 Batch 310/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.971 Epoch 47 Batch 311/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.232, Loss: 0.882 Epoch 47 Batch 312/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.859 Epoch 47 Batch 313/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.883 Epoch 47 Batch 314/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.915 Epoch 47 Batch 315/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.911 Epoch 47 Batch 316/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.850 Epoch 47 Batch 317/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.884 Epoch 47 Batch 318/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.940 Epoch 47 Batch 319/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.878 Epoch 47 Batch 320/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.914 Epoch 47 Batch 321/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.936 Epoch 47 Batch 322/1077 - Train Accuracy: 0.181, Validation Accuracy: 0.232, Loss: 0.872 Epoch 47 Batch 323/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.879 Epoch 47 Batch 324/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.901 Epoch 47 Batch 325/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.839 Epoch 47 Batch 326/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.863 Epoch 47 Batch 327/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.923 Epoch 47 Batch 328/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.852 Epoch 47 Batch 329/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.866 Epoch 47 Batch 330/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.896 Epoch 47 Batch 331/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.855 Epoch 47 Batch 332/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.837 Epoch 47 Batch 333/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.850 Epoch 47 Batch 334/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.914 Epoch 47 Batch 335/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.893 Epoch 47 Batch 336/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.862 Epoch 47 Batch 337/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.920 Epoch 47 Batch 338/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.896 Epoch 47 Batch 339/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.834 Epoch 47 Batch 340/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.939 Epoch 47 Batch 341/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.960 Epoch 47 Batch 342/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.874 Epoch 47 Batch 343/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.835 Epoch 47 Batch 344/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.929 Epoch 47 Batch 345/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.871 Epoch 47 Batch 346/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.800 Epoch 47 Batch 347/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.888 Epoch 47 Batch 348/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.903 Epoch 47 Batch 349/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.858 Epoch 47 Batch 350/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.916 Epoch 47 Batch 351/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.916 Epoch 47 Batch 352/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.837 Epoch 47 Batch 353/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.887 Epoch 47 Batch 354/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.960 Epoch 47 Batch 355/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.875 Epoch 47 Batch 356/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.871 Epoch 47 Batch 357/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.848 Epoch 47 Batch 358/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.938 Epoch 47 Batch 359/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.872 Epoch 47 Batch 360/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.860 Epoch 47 Batch 361/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.821 Epoch 47 Batch 362/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.859 Epoch 47 Batch 363/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.931 Epoch 47 Batch 364/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.840 Epoch 47 Batch 365/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.842 Epoch 47 Batch 366/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.910 Epoch 47 Batch 367/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.865 Epoch 47 Batch 368/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.911 Epoch 47 Batch 369/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.829 Epoch 47 Batch 370/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.916 Epoch 47 Batch 371/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.904 Epoch 47 Batch 372/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.847 Epoch 47 Batch 373/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.867 Epoch 47 Batch 374/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.875 Epoch 47 Batch 375/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.232, Loss: 0.892 Epoch 47 Batch 376/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.232, Loss: 0.901 Epoch 47 Batch 377/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.869 Epoch 47 Batch 378/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.839 Epoch 47 Batch 379/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.876 Epoch 47 Batch 380/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.933 Epoch 47 Batch 381/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.907 Epoch 47 Batch 382/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.910 Epoch 47 Batch 383/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.882 Epoch 47 Batch 384/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.906 Epoch 47 Batch 385/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.818 Epoch 47 Batch 386/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.866 Epoch 47 Batch 387/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.846 Epoch 47 Batch 388/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.232, Loss: 0.859 Epoch 47 Batch 389/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.863 Epoch 47 Batch 390/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.805 Epoch 47 Batch 391/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.904 Epoch 47 Batch 392/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.881 Epoch 47 Batch 393/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.820 Epoch 47 Batch 394/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.939 Epoch 47 Batch 395/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.906 Epoch 47 Batch 396/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.916 Epoch 47 Batch 397/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.876 Epoch 47 Batch 398/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.839 Epoch 47 Batch 399/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.861 Epoch 47 Batch 400/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.868 Epoch 47 Batch 401/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.893 Epoch 47 Batch 402/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.857 Epoch 47 Batch 403/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.865 Epoch 47 Batch 404/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.815 Epoch 47 Batch 405/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.842 Epoch 47 Batch 406/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.232, Loss: 0.869 Epoch 47 Batch 407/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.861 Epoch 47 Batch 408/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.876 Epoch 47 Batch 409/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.870 Epoch 47 Batch 410/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.232, Loss: 0.984 Epoch 47 Batch 411/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.876 Epoch 47 Batch 412/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.882 Epoch 47 Batch 413/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.990 Epoch 47 Batch 414/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.880 Epoch 47 Batch 415/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.825 Epoch 47 Batch 416/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.833 Epoch 47 Batch 417/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.868 Epoch 47 Batch 418/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.870 Epoch 47 Batch 419/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.900 Epoch 47 Batch 420/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.883 Epoch 47 Batch 421/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.956 Epoch 47 Batch 422/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.858 Epoch 47 Batch 423/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.841 Epoch 47 Batch 424/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.839 Epoch 47 Batch 425/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.875 Epoch 47 Batch 426/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.821 Epoch 47 Batch 427/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.915 Epoch 47 Batch 428/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.232, Loss: 0.880 Epoch 47 Batch 429/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.869 Epoch 47 Batch 430/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.874 Epoch 47 Batch 431/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.886 Epoch 47 Batch 432/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.811 Epoch 47 Batch 433/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.939 Epoch 47 Batch 434/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.904 Epoch 47 Batch 435/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.869 Epoch 47 Batch 436/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.843 Epoch 47 Batch 437/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.875 Epoch 47 Batch 438/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.883 Epoch 47 Batch 439/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.815 Epoch 47 Batch 440/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.809 Epoch 47 Batch 441/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.954 Epoch 47 Batch 442/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.880 Epoch 47 Batch 443/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.903 Epoch 47 Batch 444/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.881 Epoch 47 Batch 445/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.874 Epoch 47 Batch 446/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.881 Epoch 47 Batch 447/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.832 Epoch 47 Batch 448/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.906 Epoch 47 Batch 449/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.866 Epoch 47 Batch 450/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.915 Epoch 47 Batch 451/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.830 Epoch 47 Batch 452/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.861 Epoch 47 Batch 453/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.923 Epoch 47 Batch 454/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.854 Epoch 47 Batch 455/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.232, Loss: 0.886 Epoch 47 Batch 456/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.816 Epoch 47 Batch 457/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.845 Epoch 47 Batch 458/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.233, Loss: 0.864 Epoch 47 Batch 459/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.887 Epoch 47 Batch 460/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.900 Epoch 47 Batch 461/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.847 Epoch 47 Batch 462/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.901 Epoch 47 Batch 463/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.868 Epoch 47 Batch 464/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.876 Epoch 47 Batch 465/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.904 Epoch 47 Batch 466/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.866 Epoch 47 Batch 467/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.859 Epoch 47 Batch 468/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.906 Epoch 47 Batch 469/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.835 Epoch 47 Batch 470/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.833 Epoch 47 Batch 471/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.818 Epoch 47 Batch 472/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.860 Epoch 47 Batch 473/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.894 Epoch 47 Batch 474/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.885 Epoch 47 Batch 475/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.871 Epoch 47 Batch 476/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.232, Loss: 0.888 Epoch 47 Batch 477/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.232, Loss: 0.866 Epoch 47 Batch 478/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.844 Epoch 47 Batch 479/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.890 Epoch 47 Batch 480/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.881 Epoch 47 Batch 481/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.873 Epoch 47 Batch 482/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.855 Epoch 47 Batch 483/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.860 Epoch 47 Batch 484/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.925 Epoch 47 Batch 485/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.878 Epoch 47 Batch 486/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.918 Epoch 47 Batch 487/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.880 Epoch 47 Batch 488/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.868 Epoch 47 Batch 489/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.865 Epoch 47 Batch 490/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.964 Epoch 47 Batch 491/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.851 Epoch 47 Batch 492/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.805 Epoch 47 Batch 493/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.878 Epoch 47 Batch 494/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.890 Epoch 47 Batch 495/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.834 Epoch 47 Batch 496/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.883 Epoch 47 Batch 497/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.857 Epoch 47 Batch 498/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.831 Epoch 47 Batch 499/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.882 Epoch 47 Batch 500/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.939 Epoch 47 Batch 501/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.876 Epoch 47 Batch 502/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.887 Epoch 47 Batch 503/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.923 Epoch 47 Batch 504/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.846 Epoch 47 Batch 505/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.851 Epoch 47 Batch 506/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.901 Epoch 47 Batch 507/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.233, Loss: 0.903 Epoch 47 Batch 508/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.853 Epoch 47 Batch 509/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.928 Epoch 47 Batch 510/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.903 Epoch 47 Batch 511/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.811 Epoch 47 Batch 512/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.858 Epoch 47 Batch 513/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.886 Epoch 47 Batch 514/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.857 Epoch 47 Batch 515/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.841 Epoch 47 Batch 516/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.814 Epoch 47 Batch 517/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.839 Epoch 47 Batch 518/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.793 Epoch 47 Batch 519/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.889 Epoch 47 Batch 520/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.925 Epoch 47 Batch 521/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.888 Epoch 47 Batch 522/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.883 Epoch 47 Batch 523/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.912 Epoch 47 Batch 524/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.849 Epoch 47 Batch 525/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.879 Epoch 47 Batch 526/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.947 Epoch 47 Batch 527/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.890 Epoch 47 Batch 528/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.835 Epoch 47 Batch 529/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.850 Epoch 47 Batch 530/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.871 Epoch 47 Batch 531/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.848 Epoch 47 Batch 532/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.901 Epoch 47 Batch 533/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.846 Epoch 47 Batch 534/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.822 Epoch 47 Batch 535/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.868 Epoch 47 Batch 536/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.880 Epoch 47 Batch 537/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.853 Epoch 47 Batch 538/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.906 Epoch 47 Batch 539/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.864 Epoch 47 Batch 540/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.853 Epoch 47 Batch 541/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.909 Epoch 47 Batch 542/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.924 Epoch 47 Batch 543/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.789 Epoch 47 Batch 544/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.974 Epoch 47 Batch 545/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.859 Epoch 47 Batch 546/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.847 Epoch 47 Batch 547/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.849 Epoch 47 Batch 548/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.886 Epoch 47 Batch 549/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.914 Epoch 47 Batch 550/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.857 Epoch 47 Batch 551/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.939 Epoch 47 Batch 552/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.904 Epoch 47 Batch 553/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.913 Epoch 47 Batch 554/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.849 Epoch 47 Batch 555/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.893 Epoch 47 Batch 556/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.867 Epoch 47 Batch 557/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.961 Epoch 47 Batch 558/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.864 Epoch 47 Batch 559/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.882 Epoch 47 Batch 560/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.912 Epoch 47 Batch 561/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.901 Epoch 47 Batch 562/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.894 Epoch 47 Batch 563/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.883 Epoch 47 Batch 564/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.943 Epoch 47 Batch 565/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.892 Epoch 47 Batch 566/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.876 Epoch 47 Batch 567/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.859 Epoch 47 Batch 568/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.879 Epoch 47 Batch 569/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.855 Epoch 47 Batch 570/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.891 Epoch 47 Batch 571/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.855 Epoch 47 Batch 572/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.884 Epoch 47 Batch 573/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 1.003 Epoch 47 Batch 574/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.932 Epoch 47 Batch 575/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.871 Epoch 47 Batch 576/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.823 Epoch 47 Batch 577/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.879 Epoch 47 Batch 578/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.887 Epoch 47 Batch 579/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.918 Epoch 47 Batch 580/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.950 Epoch 47 Batch 581/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.849 Epoch 47 Batch 582/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.819 Epoch 47 Batch 583/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.898 Epoch 47 Batch 584/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.847 Epoch 47 Batch 585/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.859 Epoch 47 Batch 586/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.888 Epoch 47 Batch 587/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.879 Epoch 47 Batch 588/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.820 Epoch 47 Batch 589/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.788 Epoch 47 Batch 590/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.925 Epoch 47 Batch 591/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.231, Loss: 0.869 Epoch 47 Batch 592/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.831 Epoch 47 Batch 593/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.961 Epoch 47 Batch 594/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.864 Epoch 47 Batch 595/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.960 Epoch 47 Batch 596/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.946 Epoch 47 Batch 597/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.867 Epoch 47 Batch 598/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.895 Epoch 47 Batch 599/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.899 Epoch 47 Batch 600/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.914 Epoch 47 Batch 601/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.879 Epoch 47 Batch 602/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.878 Epoch 47 Batch 603/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.860 Epoch 47 Batch 604/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.877 Epoch 47 Batch 605/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.865 Epoch 47 Batch 606/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.857 Epoch 47 Batch 607/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.232, Loss: 0.895 Epoch 47 Batch 608/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.906 Epoch 47 Batch 609/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.888 Epoch 47 Batch 610/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.916 Epoch 47 Batch 611/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.910 Epoch 47 Batch 612/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.874 Epoch 47 Batch 613/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.915 Epoch 47 Batch 614/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.866 Epoch 47 Batch 615/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.907 Epoch 47 Batch 616/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.888 Epoch 47 Batch 617/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.919 Epoch 47 Batch 618/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.887 Epoch 47 Batch 619/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 0.874 Epoch 47 Batch 620/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.916 Epoch 47 Batch 621/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.871 Epoch 47 Batch 622/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.814 Epoch 47 Batch 623/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.834 Epoch 47 Batch 624/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.899 Epoch 47 Batch 625/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.850 Epoch 47 Batch 626/1077 - Train Accuracy: 0.223, Validation Accuracy: 0.232, Loss: 0.804 Epoch 47 Batch 627/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.859 Epoch 47 Batch 628/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.879 Epoch 47 Batch 629/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.823 Epoch 47 Batch 630/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.933 Epoch 47 Batch 631/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.865 Epoch 47 Batch 632/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.895 Epoch 47 Batch 633/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.840 Epoch 47 Batch 634/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.878 Epoch 47 Batch 635/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.890 Epoch 47 Batch 636/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.928 Epoch 47 Batch 637/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.890 Epoch 47 Batch 638/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.871 Epoch 47 Batch 639/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.916 Epoch 47 Batch 640/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.872 Epoch 47 Batch 641/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.906 Epoch 47 Batch 642/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.878 Epoch 47 Batch 643/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.885 Epoch 47 Batch 644/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.852 Epoch 47 Batch 645/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.912 Epoch 47 Batch 646/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.847 Epoch 47 Batch 647/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.933 Epoch 47 Batch 648/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.849 Epoch 47 Batch 649/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.870 Epoch 47 Batch 650/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.837 Epoch 47 Batch 651/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.839 Epoch 47 Batch 652/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.869 Epoch 47 Batch 653/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.872 Epoch 47 Batch 654/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.898 Epoch 47 Batch 655/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.854 Epoch 47 Batch 656/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.863 Epoch 47 Batch 657/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.872 Epoch 47 Batch 658/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.878 Epoch 47 Batch 659/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.863 Epoch 47 Batch 660/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.905 Epoch 47 Batch 661/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.912 Epoch 47 Batch 662/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.900 Epoch 47 Batch 663/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.893 Epoch 47 Batch 664/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.906 Epoch 47 Batch 665/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.945 Epoch 47 Batch 666/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.233, Loss: 0.897 Epoch 47 Batch 667/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.893 Epoch 47 Batch 668/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.877 Epoch 47 Batch 669/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.833 Epoch 47 Batch 670/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.232, Loss: 0.912 Epoch 47 Batch 671/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.822 Epoch 47 Batch 672/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.921 Epoch 47 Batch 673/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.931 Epoch 47 Batch 674/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.837 Epoch 47 Batch 675/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.890 Epoch 47 Batch 676/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.820 Epoch 47 Batch 677/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.855 Epoch 47 Batch 678/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.874 Epoch 47 Batch 679/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.846 Epoch 47 Batch 680/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.854 Epoch 47 Batch 681/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.855 Epoch 47 Batch 682/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.232, Loss: 0.816 Epoch 47 Batch 683/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.893 Epoch 47 Batch 684/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.923 Epoch 47 Batch 685/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.901 Epoch 47 Batch 686/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.929 Epoch 47 Batch 687/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.853 Epoch 47 Batch 688/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.900 Epoch 47 Batch 689/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.898 Epoch 47 Batch 690/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.871 Epoch 47 Batch 691/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.919 Epoch 47 Batch 692/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.862 Epoch 47 Batch 693/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.893 Epoch 47 Batch 694/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.921 Epoch 47 Batch 695/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.936 Epoch 47 Batch 696/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.837 Epoch 47 Batch 697/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.944 Epoch 47 Batch 698/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.866 Epoch 47 Batch 699/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.233, Loss: 0.855 Epoch 47 Batch 700/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.876 Epoch 47 Batch 701/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.900 Epoch 47 Batch 702/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.873 Epoch 47 Batch 703/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.822 Epoch 47 Batch 704/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.851 Epoch 47 Batch 705/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.872 Epoch 47 Batch 706/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.895 Epoch 47 Batch 707/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.853 Epoch 47 Batch 708/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.925 Epoch 47 Batch 709/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.886 Epoch 47 Batch 710/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.833 Epoch 47 Batch 711/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.916 Epoch 47 Batch 712/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.839 Epoch 47 Batch 713/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.232, Loss: 0.897 Epoch 47 Batch 714/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.232, Loss: 0.884 Epoch 47 Batch 715/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.883 Epoch 47 Batch 716/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.850 Epoch 47 Batch 717/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.814 Epoch 47 Batch 718/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.811 Epoch 47 Batch 719/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.898 Epoch 47 Batch 720/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.881 Epoch 47 Batch 721/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.838 Epoch 47 Batch 722/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.864 Epoch 47 Batch 723/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.857 Epoch 47 Batch 724/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.874 Epoch 47 Batch 725/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.891 Epoch 47 Batch 726/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.838 Epoch 47 Batch 727/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.865 Epoch 47 Batch 728/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.231, Loss: 0.860 Epoch 47 Batch 729/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.910 Epoch 47 Batch 730/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.951 Epoch 47 Batch 731/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.876 Epoch 47 Batch 732/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.896 Epoch 47 Batch 733/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.865 Epoch 47 Batch 734/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.868 Epoch 47 Batch 735/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.869 Epoch 47 Batch 736/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.844 Epoch 47 Batch 737/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.850 Epoch 47 Batch 738/1077 - Train Accuracy: 0.290, Validation Accuracy: 0.232, Loss: 0.909 Epoch 47 Batch 739/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.846 Epoch 47 Batch 740/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.910 Epoch 47 Batch 741/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.936 Epoch 47 Batch 742/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.852 Epoch 47 Batch 743/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.930 Epoch 47 Batch 744/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.885 Epoch 47 Batch 745/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.899 Epoch 47 Batch 746/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.853 Epoch 47 Batch 747/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.851 Epoch 47 Batch 748/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.911 Epoch 47 Batch 749/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.853 Epoch 47 Batch 750/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.862 Epoch 47 Batch 751/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.881 Epoch 47 Batch 752/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.829 Epoch 47 Batch 753/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.889 Epoch 47 Batch 754/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.890 Epoch 47 Batch 755/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.869 Epoch 47 Batch 756/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.896 Epoch 47 Batch 757/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.864 Epoch 47 Batch 758/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.855 Epoch 47 Batch 759/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.869 Epoch 47 Batch 760/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.874 Epoch 47 Batch 761/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.872 Epoch 47 Batch 762/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.857 Epoch 47 Batch 763/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.886 Epoch 47 Batch 764/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.844 Epoch 47 Batch 765/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.918 Epoch 47 Batch 766/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.933 Epoch 47 Batch 767/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.860 Epoch 47 Batch 768/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.880 Epoch 47 Batch 769/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.876 Epoch 47 Batch 770/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.896 Epoch 47 Batch 771/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.799 Epoch 47 Batch 772/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.891 Epoch 47 Batch 773/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.936 Epoch 47 Batch 774/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.851 Epoch 47 Batch 775/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.923 Epoch 47 Batch 776/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.930 Epoch 47 Batch 777/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.828 Epoch 47 Batch 778/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.883 Epoch 47 Batch 779/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.871 Epoch 47 Batch 780/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.824 Epoch 47 Batch 781/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.921 Epoch 47 Batch 782/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.825 Epoch 47 Batch 783/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.852 Epoch 47 Batch 784/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.834 Epoch 47 Batch 785/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.892 Epoch 47 Batch 786/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.883 Epoch 47 Batch 787/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.838 Epoch 47 Batch 788/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.903 Epoch 47 Batch 789/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.892 Epoch 47 Batch 790/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.875 Epoch 47 Batch 791/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.873 Epoch 47 Batch 792/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.921 Epoch 47 Batch 793/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.826 Epoch 47 Batch 794/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.867 Epoch 47 Batch 795/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.855 Epoch 47 Batch 796/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.832 Epoch 47 Batch 797/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.901 Epoch 47 Batch 798/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.869 Epoch 47 Batch 799/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.809 Epoch 47 Batch 800/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.804 Epoch 47 Batch 801/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.873 Epoch 47 Batch 802/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.865 Epoch 47 Batch 803/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.862 Epoch 47 Batch 804/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.910 Epoch 47 Batch 805/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.828 Epoch 47 Batch 806/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.231, Loss: 0.897 Epoch 47 Batch 807/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.879 Epoch 47 Batch 808/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.938 Epoch 47 Batch 809/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.914 Epoch 47 Batch 810/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.881 Epoch 47 Batch 811/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.917 Epoch 47 Batch 812/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.905 Epoch 47 Batch 813/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.926 Epoch 47 Batch 814/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.830 Epoch 47 Batch 815/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.849 Epoch 47 Batch 816/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.852 Epoch 47 Batch 817/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.900 Epoch 47 Batch 818/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.865 Epoch 47 Batch 819/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.924 Epoch 47 Batch 820/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.882 Epoch 47 Batch 821/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.864 Epoch 47 Batch 822/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.898 Epoch 47 Batch 823/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.876 Epoch 47 Batch 824/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.877 Epoch 47 Batch 825/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.948 Epoch 47 Batch 826/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.868 Epoch 47 Batch 827/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.874 Epoch 47 Batch 828/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.897 Epoch 47 Batch 829/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.906 Epoch 47 Batch 830/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.822 Epoch 47 Batch 831/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.232, Loss: 0.876 Epoch 47 Batch 832/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.833 Epoch 47 Batch 833/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.930 Epoch 47 Batch 834/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.232, Loss: 0.848 Epoch 47 Batch 835/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.897 Epoch 47 Batch 836/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.865 Epoch 47 Batch 837/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.898 Epoch 47 Batch 838/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.902 Epoch 47 Batch 839/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.881 Epoch 47 Batch 840/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.893 Epoch 47 Batch 841/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.878 Epoch 47 Batch 842/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.842 Epoch 47 Batch 843/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.894 Epoch 47 Batch 844/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.870 Epoch 47 Batch 845/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.956 Epoch 47 Batch 846/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.824 Epoch 47 Batch 847/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.903 Epoch 47 Batch 848/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.868 Epoch 47 Batch 849/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.938 Epoch 47 Batch 850/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.909 Epoch 47 Batch 851/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.903 Epoch 47 Batch 852/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.912 Epoch 47 Batch 853/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.883 Epoch 47 Batch 854/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.852 Epoch 47 Batch 855/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.906 Epoch 47 Batch 856/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.883 Epoch 47 Batch 857/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.891 Epoch 47 Batch 858/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.850 Epoch 47 Batch 859/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.969 Epoch 47 Batch 860/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.853 Epoch 47 Batch 861/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.905 Epoch 47 Batch 862/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.899 Epoch 47 Batch 863/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.919 Epoch 47 Batch 864/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.925 Epoch 47 Batch 865/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.233, Loss: 0.884 Epoch 47 Batch 866/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.912 Epoch 47 Batch 867/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.888 Epoch 47 Batch 868/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.850 Epoch 47 Batch 869/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.854 Epoch 47 Batch 870/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.854 Epoch 47 Batch 871/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.915 Epoch 47 Batch 872/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.873 Epoch 47 Batch 873/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.937 Epoch 47 Batch 874/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.866 Epoch 47 Batch 875/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.869 Epoch 47 Batch 876/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.781 Epoch 47 Batch 877/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.817 Epoch 47 Batch 878/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.908 Epoch 47 Batch 879/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.880 Epoch 47 Batch 880/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.874 Epoch 47 Batch 881/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.868 Epoch 47 Batch 882/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.922 Epoch 47 Batch 883/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.898 Epoch 47 Batch 884/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.905 Epoch 47 Batch 885/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.233, Loss: 0.901 Epoch 47 Batch 886/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.886 Epoch 47 Batch 887/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.840 Epoch 47 Batch 888/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.951 Epoch 47 Batch 889/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.895 Epoch 47 Batch 890/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.880 Epoch 47 Batch 891/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.897 Epoch 47 Batch 892/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.919 Epoch 47 Batch 893/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.917 Epoch 47 Batch 894/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.891 Epoch 47 Batch 895/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.857 Epoch 47 Batch 896/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.893 Epoch 47 Batch 897/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.832 Epoch 47 Batch 898/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.879 Epoch 47 Batch 899/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.877 Epoch 47 Batch 900/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.939 Epoch 47 Batch 901/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.874 Epoch 47 Batch 902/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.912 Epoch 47 Batch 903/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.951 Epoch 47 Batch 904/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.866 Epoch 47 Batch 905/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.844 Epoch 47 Batch 906/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.888 Epoch 47 Batch 907/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.888 Epoch 47 Batch 908/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.890 Epoch 47 Batch 909/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.943 Epoch 47 Batch 910/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.879 Epoch 47 Batch 911/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.232, Loss: 0.858 Epoch 47 Batch 912/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.869 Epoch 47 Batch 913/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.917 Epoch 47 Batch 914/1077 - Train Accuracy: 0.300, Validation Accuracy: 0.233, Loss: 0.853 Epoch 47 Batch 915/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.875 Epoch 47 Batch 916/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.895 Epoch 47 Batch 917/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.881 Epoch 47 Batch 918/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.891 Epoch 47 Batch 919/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.232, Loss: 0.863 Epoch 47 Batch 920/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.883 Epoch 47 Batch 921/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.864 Epoch 47 Batch 922/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.914 Epoch 47 Batch 923/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.852 Epoch 47 Batch 924/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.233, Loss: 0.874 Epoch 47 Batch 925/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.940 Epoch 47 Batch 926/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.847 Epoch 47 Batch 927/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.903 Epoch 47 Batch 928/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.826 Epoch 47 Batch 929/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.861 Epoch 47 Batch 930/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.905 Epoch 47 Batch 931/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.897 Epoch 47 Batch 932/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.907 Epoch 47 Batch 933/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.932 Epoch 47 Batch 934/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.822 Epoch 47 Batch 935/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.934 Epoch 47 Batch 936/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.911 Epoch 47 Batch 937/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.882 Epoch 47 Batch 938/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.861 Epoch 47 Batch 939/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.883 Epoch 47 Batch 940/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.889 Epoch 47 Batch 941/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.910 Epoch 47 Batch 942/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.864 Epoch 47 Batch 943/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.899 Epoch 47 Batch 944/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.949 Epoch 47 Batch 945/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.925 Epoch 47 Batch 946/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.874 Epoch 47 Batch 947/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.897 Epoch 47 Batch 948/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.846 Epoch 47 Batch 949/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.912 Epoch 47 Batch 950/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.922 Epoch 47 Batch 951/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.876 Epoch 47 Batch 952/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.889 Epoch 47 Batch 953/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.839 Epoch 47 Batch 954/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.859 Epoch 47 Batch 955/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.882 Epoch 47 Batch 956/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.885 Epoch 47 Batch 957/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.888 Epoch 47 Batch 958/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.873 Epoch 47 Batch 959/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.915 Epoch 47 Batch 960/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.849 Epoch 47 Batch 961/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.873 Epoch 47 Batch 962/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.904 Epoch 47 Batch 963/1077 - Train Accuracy: 0.073, Validation Accuracy: 0.233, Loss: 0.911 Epoch 47 Batch 964/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.920 Epoch 47 Batch 965/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 1.006 Epoch 47 Batch 966/1077 - Train Accuracy: 0.266, Validation Accuracy: 0.233, Loss: 0.878 Epoch 47 Batch 967/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.932 Epoch 47 Batch 968/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.814 Epoch 47 Batch 969/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.872 Epoch 47 Batch 970/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.896 Epoch 47 Batch 971/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.885 Epoch 47 Batch 972/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.934 Epoch 47 Batch 973/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.893 Epoch 47 Batch 974/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.877 Epoch 47 Batch 975/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.903 Epoch 47 Batch 976/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.857 Epoch 47 Batch 977/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.857 Epoch 47 Batch 978/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.930 Epoch 47 Batch 979/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.233, Loss: 0.875 Epoch 47 Batch 980/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.913 Epoch 47 Batch 981/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.883 Epoch 47 Batch 982/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.832 Epoch 47 Batch 983/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.891 Epoch 47 Batch 984/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.904 Epoch 47 Batch 985/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.848 Epoch 47 Batch 986/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.942 Epoch 47 Batch 987/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.903 Epoch 47 Batch 988/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.233, Loss: 0.875 Epoch 47 Batch 989/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.828 Epoch 47 Batch 990/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.844 Epoch 47 Batch 991/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.233, Loss: 0.887 Epoch 47 Batch 992/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.925 Epoch 47 Batch 993/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.853 Epoch 47 Batch 994/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.825 Epoch 47 Batch 995/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.869 Epoch 47 Batch 996/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.870 Epoch 47 Batch 997/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.862 Epoch 47 Batch 998/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.901 Epoch 47 Batch 999/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.872 Epoch 47 Batch 1000/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.887 Epoch 47 Batch 1001/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.232, Loss: 0.776 Epoch 47 Batch 1002/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.232, Loss: 0.855 Epoch 47 Batch 1003/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.867 Epoch 47 Batch 1004/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.884 Epoch 47 Batch 1005/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.883 Epoch 47 Batch 1006/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.892 Epoch 47 Batch 1007/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.875 Epoch 47 Batch 1008/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.918 Epoch 47 Batch 1009/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.912 Epoch 47 Batch 1010/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.927 Epoch 47 Batch 1011/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.846 Epoch 47 Batch 1012/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.857 Epoch 47 Batch 1013/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.886 Epoch 47 Batch 1014/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.890 Epoch 47 Batch 1015/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.862 Epoch 47 Batch 1016/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.918 Epoch 47 Batch 1017/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.232, Loss: 0.845 Epoch 47 Batch 1018/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.934 Epoch 47 Batch 1019/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.900 Epoch 47 Batch 1020/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.813 Epoch 47 Batch 1021/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.910 Epoch 47 Batch 1022/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.894 Epoch 47 Batch 1023/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.233, Loss: 0.845 Epoch 47 Batch 1024/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.915 Epoch 47 Batch 1025/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.898 Epoch 47 Batch 1026/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.906 Epoch 47 Batch 1027/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.904 Epoch 47 Batch 1028/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.921 Epoch 47 Batch 1029/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.888 Epoch 47 Batch 1030/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.877 Epoch 47 Batch 1031/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.895 Epoch 47 Batch 1032/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.924 Epoch 47 Batch 1033/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.852 Epoch 47 Batch 1034/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.883 Epoch 47 Batch 1035/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.871 Epoch 47 Batch 1036/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.872 Epoch 47 Batch 1037/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.849 Epoch 47 Batch 1038/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.879 Epoch 47 Batch 1039/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.883 Epoch 47 Batch 1040/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.851 Epoch 47 Batch 1041/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.917 Epoch 47 Batch 1042/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.890 Epoch 47 Batch 1043/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.232, Loss: 0.870 Epoch 47 Batch 1044/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.917 Epoch 47 Batch 1045/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.854 Epoch 47 Batch 1046/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.232, Loss: 0.858 Epoch 47 Batch 1047/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.864 Epoch 47 Batch 1048/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.898 Epoch 47 Batch 1049/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.863 Epoch 47 Batch 1050/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.861 Epoch 47 Batch 1051/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.930 Epoch 47 Batch 1052/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.871 Epoch 47 Batch 1053/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.792 Epoch 47 Batch 1054/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.879 Epoch 47 Batch 1055/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.874 Epoch 47 Batch 1056/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.889 Epoch 47 Batch 1057/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.826 Epoch 47 Batch 1058/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.877 Epoch 47 Batch 1059/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.893 Epoch 47 Batch 1060/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.853 Epoch 47 Batch 1061/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.942 Epoch 47 Batch 1062/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.950 Epoch 47 Batch 1063/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.901 Epoch 47 Batch 1064/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.826 Epoch 47 Batch 1065/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.814 Epoch 47 Batch 1066/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.812 Epoch 47 Batch 1067/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.877 Epoch 47 Batch 1068/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.895 Epoch 47 Batch 1069/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.930 Epoch 47 Batch 1070/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.880 Epoch 47 Batch 1071/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.968 Epoch 47 Batch 1072/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.784 Epoch 47 Batch 1073/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.911 Epoch 47 Batch 1074/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.893 Epoch 47 Batch 1075/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.853 Epoch 48 Batch 0/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.807 Epoch 48 Batch 1/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.920 Epoch 48 Batch 2/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.885 Epoch 48 Batch 3/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.838 Epoch 48 Batch 4/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.875 Epoch 48 Batch 5/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.866 Epoch 48 Batch 6/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.844 Epoch 48 Batch 7/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.233, Loss: 0.841 Epoch 48 Batch 8/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.874 Epoch 48 Batch 9/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.911 Epoch 48 Batch 10/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.865 Epoch 48 Batch 11/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.872 Epoch 48 Batch 12/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.859 Epoch 48 Batch 13/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.881 Epoch 48 Batch 14/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.809 Epoch 48 Batch 15/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.823 Epoch 48 Batch 16/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.865 Epoch 48 Batch 17/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.780 Epoch 48 Batch 18/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.845 Epoch 48 Batch 19/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.853 Epoch 48 Batch 20/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.855 Epoch 48 Batch 21/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.860 Epoch 48 Batch 22/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.886 Epoch 48 Batch 23/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.854 Epoch 48 Batch 24/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.901 Epoch 48 Batch 25/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.850 Epoch 48 Batch 26/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.912 Epoch 48 Batch 27/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.866 Epoch 48 Batch 28/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.893 Epoch 48 Batch 29/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.843 Epoch 48 Batch 30/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.880 Epoch 48 Batch 31/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.845 Epoch 48 Batch 32/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.888 Epoch 48 Batch 33/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.856 Epoch 48 Batch 34/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.905 Epoch 48 Batch 35/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.883 Epoch 48 Batch 36/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.844 Epoch 48 Batch 37/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.828 Epoch 48 Batch 38/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.233, Loss: 0.923 Epoch 48 Batch 39/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.849 Epoch 48 Batch 40/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.942 Epoch 48 Batch 41/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.852 Epoch 48 Batch 42/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.924 Epoch 48 Batch 43/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.875 Epoch 48 Batch 44/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.821 Epoch 48 Batch 45/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.916 Epoch 48 Batch 46/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.859 Epoch 48 Batch 47/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.906 Epoch 48 Batch 48/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.917 Epoch 48 Batch 49/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.233, Loss: 0.883 Epoch 48 Batch 50/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.918 Epoch 48 Batch 51/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.891 Epoch 48 Batch 52/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.886 Epoch 48 Batch 53/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.233, Loss: 0.912 Epoch 48 Batch 54/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.865 Epoch 48 Batch 55/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.892 Epoch 48 Batch 56/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.907 Epoch 48 Batch 57/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.233, Loss: 0.910 Epoch 48 Batch 58/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.856 Epoch 48 Batch 59/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.866 Epoch 48 Batch 60/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.812 Epoch 48 Batch 61/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.887 Epoch 48 Batch 62/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.881 Epoch 48 Batch 63/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.928 Epoch 48 Batch 64/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.871 Epoch 48 Batch 65/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.927 Epoch 48 Batch 66/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.233, Loss: 0.908 Epoch 48 Batch 67/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.831 Epoch 48 Batch 68/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.890 Epoch 48 Batch 69/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.861 Epoch 48 Batch 70/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.841 Epoch 48 Batch 71/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.841 Epoch 48 Batch 72/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.952 Epoch 48 Batch 73/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.810 Epoch 48 Batch 74/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.876 Epoch 48 Batch 75/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.874 Epoch 48 Batch 76/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.808 Epoch 48 Batch 77/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.844 Epoch 48 Batch 78/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.849 Epoch 48 Batch 79/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.851 Epoch 48 Batch 80/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.907 Epoch 48 Batch 81/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.233, Loss: 0.909 Epoch 48 Batch 82/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.233, Loss: 0.912 Epoch 48 Batch 83/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.844 Epoch 48 Batch 84/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.882 Epoch 48 Batch 85/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.841 Epoch 48 Batch 86/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.898 Epoch 48 Batch 87/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.873 Epoch 48 Batch 88/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.925 Epoch 48 Batch 89/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.838 Epoch 48 Batch 90/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.874 Epoch 48 Batch 91/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.851 Epoch 48 Batch 92/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.943 Epoch 48 Batch 93/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.892 Epoch 48 Batch 94/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.845 Epoch 48 Batch 95/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.858 Epoch 48 Batch 96/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.834 Epoch 48 Batch 97/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.907 Epoch 48 Batch 98/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.927 Epoch 48 Batch 99/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.825 Epoch 48 Batch 100/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.851 Epoch 48 Batch 101/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.863 Epoch 48 Batch 102/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.837 Epoch 48 Batch 103/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.890 Epoch 48 Batch 104/1077 - Train Accuracy: 0.103, Validation Accuracy: 0.232, Loss: 0.923 Epoch 48 Batch 105/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.847 Epoch 48 Batch 106/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.233, Loss: 0.846 Epoch 48 Batch 107/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.845 Epoch 48 Batch 108/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.911 Epoch 48 Batch 109/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.855 Epoch 48 Batch 110/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.822 Epoch 48 Batch 111/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.925 Epoch 48 Batch 112/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.907 Epoch 48 Batch 113/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.931 Epoch 48 Batch 114/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.881 Epoch 48 Batch 115/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.825 Epoch 48 Batch 116/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.948 Epoch 48 Batch 117/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.846 Epoch 48 Batch 118/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.887 Epoch 48 Batch 119/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.846 Epoch 48 Batch 120/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.882 Epoch 48 Batch 121/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.899 Epoch 48 Batch 122/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.864 Epoch 48 Batch 123/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.884 Epoch 48 Batch 124/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.914 Epoch 48 Batch 125/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.848 Epoch 48 Batch 126/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.867 Epoch 48 Batch 127/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.904 Epoch 48 Batch 128/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.953 Epoch 48 Batch 129/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.930 Epoch 48 Batch 130/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.894 Epoch 48 Batch 131/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.864 Epoch 48 Batch 132/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.949 Epoch 48 Batch 133/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.847 Epoch 48 Batch 134/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.845 Epoch 48 Batch 135/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.877 Epoch 48 Batch 136/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.851 Epoch 48 Batch 137/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.914 Epoch 48 Batch 138/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.876 Epoch 48 Batch 139/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.883 Epoch 48 Batch 140/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.903 Epoch 48 Batch 141/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.882 Epoch 48 Batch 142/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.921 Epoch 48 Batch 143/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.839 Epoch 48 Batch 144/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.860 Epoch 48 Batch 145/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.845 Epoch 48 Batch 146/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.921 Epoch 48 Batch 147/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.823 Epoch 48 Batch 148/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.960 Epoch 48 Batch 149/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.875 Epoch 48 Batch 150/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.876 Epoch 48 Batch 151/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.885 Epoch 48 Batch 152/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.899 Epoch 48 Batch 153/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.906 Epoch 48 Batch 154/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.856 Epoch 48 Batch 155/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.927 Epoch 48 Batch 156/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.908 Epoch 48 Batch 157/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.847 Epoch 48 Batch 158/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.872 Epoch 48 Batch 159/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.856 Epoch 48 Batch 160/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.870 Epoch 48 Batch 161/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.897 Epoch 48 Batch 162/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.844 Epoch 48 Batch 163/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.889 Epoch 48 Batch 164/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.945 Epoch 48 Batch 165/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.884 Epoch 48 Batch 166/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.832 Epoch 48 Batch 167/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.929 Epoch 48 Batch 168/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.877 Epoch 48 Batch 169/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.914 Epoch 48 Batch 170/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.899 Epoch 48 Batch 171/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.234, Loss: 0.885 Epoch 48 Batch 172/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.838 Epoch 48 Batch 173/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.920 Epoch 48 Batch 174/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.793 Epoch 48 Batch 175/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.911 Epoch 48 Batch 176/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.919 Epoch 48 Batch 177/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.843 Epoch 48 Batch 178/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.853 Epoch 48 Batch 179/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.873 Epoch 48 Batch 180/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.848 Epoch 48 Batch 181/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.866 Epoch 48 Batch 182/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.919 Epoch 48 Batch 183/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.853 Epoch 48 Batch 184/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.831 Epoch 48 Batch 185/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.881 Epoch 48 Batch 186/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.912 Epoch 48 Batch 187/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.927 Epoch 48 Batch 188/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.877 Epoch 48 Batch 189/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.826 Epoch 48 Batch 190/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.896 Epoch 48 Batch 191/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.232, Loss: 0.857 Epoch 48 Batch 192/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.844 Epoch 48 Batch 193/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.922 Epoch 48 Batch 194/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.867 Epoch 48 Batch 195/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.923 Epoch 48 Batch 196/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.855 Epoch 48 Batch 197/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.870 Epoch 48 Batch 198/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.839 Epoch 48 Batch 199/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.857 Epoch 48 Batch 200/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.843 Epoch 48 Batch 201/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.885 Epoch 48 Batch 202/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.837 Epoch 48 Batch 203/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.786 Epoch 48 Batch 204/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.951 Epoch 48 Batch 205/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.929 Epoch 48 Batch 206/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.884 Epoch 48 Batch 207/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.881 Epoch 48 Batch 208/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.877 Epoch 48 Batch 209/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.876 Epoch 48 Batch 210/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.851 Epoch 48 Batch 211/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.861 Epoch 48 Batch 212/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.857 Epoch 48 Batch 213/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.867 Epoch 48 Batch 214/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.871 Epoch 48 Batch 215/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.925 Epoch 48 Batch 216/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.846 Epoch 48 Batch 217/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.892 Epoch 48 Batch 218/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.231, Loss: 0.909 Epoch 48 Batch 219/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.936 Epoch 48 Batch 220/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.930 Epoch 48 Batch 221/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.231, Loss: 0.894 Epoch 48 Batch 222/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.231, Loss: 0.904 Epoch 48 Batch 223/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.845 Epoch 48 Batch 224/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.875 Epoch 48 Batch 225/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.902 Epoch 48 Batch 226/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.860 Epoch 48 Batch 227/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.850 Epoch 48 Batch 228/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.897 Epoch 48 Batch 229/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.883 Epoch 48 Batch 230/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.874 Epoch 48 Batch 231/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.894 Epoch 48 Batch 232/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.900 Epoch 48 Batch 233/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.858 Epoch 48 Batch 234/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.803 Epoch 48 Batch 235/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.883 Epoch 48 Batch 236/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.877 Epoch 48 Batch 237/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.909 Epoch 48 Batch 238/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.862 Epoch 48 Batch 239/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.766 Epoch 48 Batch 240/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.867 Epoch 48 Batch 241/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.867 Epoch 48 Batch 242/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.880 Epoch 48 Batch 243/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.885 Epoch 48 Batch 244/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.232, Loss: 0.916 Epoch 48 Batch 245/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.889 Epoch 48 Batch 246/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.897 Epoch 48 Batch 247/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.852 Epoch 48 Batch 248/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.875 Epoch 48 Batch 249/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.949 Epoch 48 Batch 250/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.923 Epoch 48 Batch 251/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.870 Epoch 48 Batch 252/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.908 Epoch 48 Batch 253/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.232, Loss: 0.874 Epoch 48 Batch 254/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.900 Epoch 48 Batch 255/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.834 Epoch 48 Batch 256/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.888 Epoch 48 Batch 257/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.871 Epoch 48 Batch 258/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.872 Epoch 48 Batch 259/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.857 Epoch 48 Batch 260/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.851 Epoch 48 Batch 261/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.820 Epoch 48 Batch 262/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.847 Epoch 48 Batch 263/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.855 Epoch 48 Batch 264/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.806 Epoch 48 Batch 265/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.929 Epoch 48 Batch 266/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.903 Epoch 48 Batch 267/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.232, Loss: 0.803 Epoch 48 Batch 268/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.893 Epoch 48 Batch 269/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.931 Epoch 48 Batch 270/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.868 Epoch 48 Batch 271/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.916 Epoch 48 Batch 272/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.919 Epoch 48 Batch 273/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.908 Epoch 48 Batch 274/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.885 Epoch 48 Batch 275/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.890 Epoch 48 Batch 276/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.877 Epoch 48 Batch 277/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.831 Epoch 48 Batch 278/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.885 Epoch 48 Batch 279/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.891 Epoch 48 Batch 280/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.858 Epoch 48 Batch 281/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.871 Epoch 48 Batch 282/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.874 Epoch 48 Batch 283/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.880 Epoch 48 Batch 284/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.880 Epoch 48 Batch 285/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.907 Epoch 48 Batch 286/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.879 Epoch 48 Batch 287/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.900 Epoch 48 Batch 288/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.909 Epoch 48 Batch 289/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.912 Epoch 48 Batch 290/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.850 Epoch 48 Batch 291/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.897 Epoch 48 Batch 292/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.874 Epoch 48 Batch 293/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.878 Epoch 48 Batch 294/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.233, Loss: 0.877 Epoch 48 Batch 295/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.858 Epoch 48 Batch 296/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.883 Epoch 48 Batch 297/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.860 Epoch 48 Batch 298/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.849 Epoch 48 Batch 299/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.897 Epoch 48 Batch 300/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.835 Epoch 48 Batch 301/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.903 Epoch 48 Batch 302/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.929 Epoch 48 Batch 303/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.233, Loss: 0.864 Epoch 48 Batch 304/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.856 Epoch 48 Batch 305/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.885 Epoch 48 Batch 306/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.884 Epoch 48 Batch 307/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.850 Epoch 48 Batch 308/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.881 Epoch 48 Batch 309/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.937 Epoch 48 Batch 310/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.867 Epoch 48 Batch 311/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.232, Loss: 0.881 Epoch 48 Batch 312/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.853 Epoch 48 Batch 313/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.871 Epoch 48 Batch 314/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.860 Epoch 48 Batch 315/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.860 Epoch 48 Batch 316/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.886 Epoch 48 Batch 317/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.877 Epoch 48 Batch 318/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.883 Epoch 48 Batch 319/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.884 Epoch 48 Batch 320/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.925 Epoch 48 Batch 321/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.903 Epoch 48 Batch 322/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.233, Loss: 0.857 Epoch 48 Batch 323/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.958 Epoch 48 Batch 324/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.864 Epoch 48 Batch 325/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.880 Epoch 48 Batch 326/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.857 Epoch 48 Batch 327/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.880 Epoch 48 Batch 328/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.923 Epoch 48 Batch 329/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.867 Epoch 48 Batch 330/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.858 Epoch 48 Batch 331/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.861 Epoch 48 Batch 332/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.942 Epoch 48 Batch 333/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.848 Epoch 48 Batch 334/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.821 Epoch 48 Batch 335/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.936 Epoch 48 Batch 336/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.934 Epoch 48 Batch 337/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.859 Epoch 48 Batch 338/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.899 Epoch 48 Batch 339/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.915 Epoch 48 Batch 340/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.907 Epoch 48 Batch 341/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.958 Epoch 48 Batch 342/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.873 Epoch 48 Batch 343/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.834 Epoch 48 Batch 344/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.806 Epoch 48 Batch 345/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.843 Epoch 48 Batch 346/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.906 Epoch 48 Batch 347/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.937 Epoch 48 Batch 348/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.876 Epoch 48 Batch 349/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.894 Epoch 48 Batch 350/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.856 Epoch 48 Batch 351/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.923 Epoch 48 Batch 352/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.902 Epoch 48 Batch 353/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.838 Epoch 48 Batch 354/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.827 Epoch 48 Batch 355/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.899 Epoch 48 Batch 356/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.858 Epoch 48 Batch 357/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.865 Epoch 48 Batch 358/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.945 Epoch 48 Batch 359/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.819 Epoch 48 Batch 360/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.880 Epoch 48 Batch 361/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.911 Epoch 48 Batch 362/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.881 Epoch 48 Batch 363/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.874 Epoch 48 Batch 364/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.873 Epoch 48 Batch 365/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.867 Epoch 48 Batch 366/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.885 Epoch 48 Batch 367/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.838 Epoch 48 Batch 368/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.941 Epoch 48 Batch 369/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.884 Epoch 48 Batch 370/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.890 Epoch 48 Batch 371/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.904 Epoch 48 Batch 372/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.819 Epoch 48 Batch 373/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.861 Epoch 48 Batch 374/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.859 Epoch 48 Batch 375/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.233, Loss: 0.924 Epoch 48 Batch 376/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.233, Loss: 0.913 Epoch 48 Batch 377/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.910 Epoch 48 Batch 378/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.913 Epoch 48 Batch 379/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.881 Epoch 48 Batch 380/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.832 Epoch 48 Batch 381/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.888 Epoch 48 Batch 382/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.881 Epoch 48 Batch 383/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.879 Epoch 48 Batch 384/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.874 Epoch 48 Batch 385/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.853 Epoch 48 Batch 386/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.888 Epoch 48 Batch 387/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.935 Epoch 48 Batch 388/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.232, Loss: 0.849 Epoch 48 Batch 389/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.942 Epoch 48 Batch 390/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.885 Epoch 48 Batch 391/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.871 Epoch 48 Batch 392/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.914 Epoch 48 Batch 393/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.871 Epoch 48 Batch 394/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.845 Epoch 48 Batch 395/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.908 Epoch 48 Batch 396/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.874 Epoch 48 Batch 397/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.899 Epoch 48 Batch 398/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.870 Epoch 48 Batch 399/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.869 Epoch 48 Batch 400/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.858 Epoch 48 Batch 401/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.878 Epoch 48 Batch 402/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.828 Epoch 48 Batch 403/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.949 Epoch 48 Batch 404/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.922 Epoch 48 Batch 405/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.231, Loss: 0.871 Epoch 48 Batch 406/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.231, Loss: 0.876 Epoch 48 Batch 407/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.906 Epoch 48 Batch 408/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.911 Epoch 48 Batch 409/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.967 Epoch 48 Batch 410/1077 - Train Accuracy: 0.106, Validation Accuracy: 0.231, Loss: 0.923 Epoch 48 Batch 411/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.861 Epoch 48 Batch 412/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.882 Epoch 48 Batch 413/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.830 Epoch 48 Batch 414/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.882 Epoch 48 Batch 415/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.861 Epoch 48 Batch 416/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.820 Epoch 48 Batch 417/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.856 Epoch 48 Batch 418/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.877 Epoch 48 Batch 419/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.902 Epoch 48 Batch 420/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.903 Epoch 48 Batch 421/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.888 Epoch 48 Batch 422/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.858 Epoch 48 Batch 423/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.918 Epoch 48 Batch 424/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.861 Epoch 48 Batch 425/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.898 Epoch 48 Batch 426/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.922 Epoch 48 Batch 427/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.911 Epoch 48 Batch 428/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.892 Epoch 48 Batch 429/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.857 Epoch 48 Batch 430/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.871 Epoch 48 Batch 431/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.848 Epoch 48 Batch 432/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.847 Epoch 48 Batch 433/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.859 Epoch 48 Batch 434/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.878 Epoch 48 Batch 435/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.887 Epoch 48 Batch 436/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.861 Epoch 48 Batch 437/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.861 Epoch 48 Batch 438/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.899 Epoch 48 Batch 439/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.852 Epoch 48 Batch 440/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.917 Epoch 48 Batch 441/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.836 Epoch 48 Batch 442/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.939 Epoch 48 Batch 443/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.889 Epoch 48 Batch 444/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.882 Epoch 48 Batch 445/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.890 Epoch 48 Batch 446/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.918 Epoch 48 Batch 447/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.900 Epoch 48 Batch 448/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.849 Epoch 48 Batch 449/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.883 Epoch 48 Batch 450/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.877 Epoch 48 Batch 451/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.825 Epoch 48 Batch 452/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.879 Epoch 48 Batch 453/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.900 Epoch 48 Batch 454/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.876 Epoch 48 Batch 455/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.233, Loss: 0.872 Epoch 48 Batch 456/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.901 Epoch 48 Batch 457/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.866 Epoch 48 Batch 458/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.233, Loss: 0.863 Epoch 48 Batch 459/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.872 Epoch 48 Batch 460/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.870 Epoch 48 Batch 461/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.875 Epoch 48 Batch 462/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.916 Epoch 48 Batch 463/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.943 Epoch 48 Batch 464/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.811 Epoch 48 Batch 465/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.904 Epoch 48 Batch 466/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.872 Epoch 48 Batch 467/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.810 Epoch 48 Batch 468/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.927 Epoch 48 Batch 469/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.900 Epoch 48 Batch 470/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.880 Epoch 48 Batch 471/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.905 Epoch 48 Batch 472/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.233, Loss: 0.882 Epoch 48 Batch 473/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.929 Epoch 48 Batch 474/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.903 Epoch 48 Batch 475/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.897 Epoch 48 Batch 476/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.233, Loss: 0.869 Epoch 48 Batch 477/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.233, Loss: 0.927 Epoch 48 Batch 478/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.873 Epoch 48 Batch 479/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.898 Epoch 48 Batch 480/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.826 Epoch 48 Batch 481/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.870 Epoch 48 Batch 482/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.922 Epoch 48 Batch 483/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.836 Epoch 48 Batch 484/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.887 Epoch 48 Batch 485/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.816 Epoch 48 Batch 486/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.862 Epoch 48 Batch 487/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.886 Epoch 48 Batch 488/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.784 Epoch 48 Batch 489/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.905 Epoch 48 Batch 490/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.884 Epoch 48 Batch 491/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.898 Epoch 48 Batch 492/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.940 Epoch 48 Batch 493/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.876 Epoch 48 Batch 494/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.909 Epoch 48 Batch 495/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.885 Epoch 48 Batch 496/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.887 Epoch 48 Batch 497/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.829 Epoch 48 Batch 498/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.964 Epoch 48 Batch 499/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.908 Epoch 48 Batch 500/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.853 Epoch 48 Batch 501/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.932 Epoch 48 Batch 502/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.903 Epoch 48 Batch 503/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.891 Epoch 48 Batch 504/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.863 Epoch 48 Batch 505/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.870 Epoch 48 Batch 506/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.937 Epoch 48 Batch 507/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.232, Loss: 0.855 Epoch 48 Batch 508/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.841 Epoch 48 Batch 509/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.906 Epoch 48 Batch 510/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.909 Epoch 48 Batch 511/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.881 Epoch 48 Batch 512/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.901 Epoch 48 Batch 513/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.892 Epoch 48 Batch 514/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.928 Epoch 48 Batch 515/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.897 Epoch 48 Batch 516/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.893 Epoch 48 Batch 517/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.923 Epoch 48 Batch 518/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.863 Epoch 48 Batch 519/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.889 Epoch 48 Batch 520/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.873 Epoch 48 Batch 521/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.922 Epoch 48 Batch 522/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.840 Epoch 48 Batch 523/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.877 Epoch 48 Batch 524/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.878 Epoch 48 Batch 525/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.890 Epoch 48 Batch 526/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.845 Epoch 48 Batch 527/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.874 Epoch 48 Batch 528/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.885 Epoch 48 Batch 529/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.852 Epoch 48 Batch 530/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.851 Epoch 48 Batch 531/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.861 Epoch 48 Batch 532/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.844 Epoch 48 Batch 533/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.874 Epoch 48 Batch 534/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.894 Epoch 48 Batch 535/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.874 Epoch 48 Batch 536/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.869 Epoch 48 Batch 537/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.889 Epoch 48 Batch 538/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.892 Epoch 48 Batch 539/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.910 Epoch 48 Batch 540/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.900 Epoch 48 Batch 541/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.868 Epoch 48 Batch 542/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.837 Epoch 48 Batch 543/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.911 Epoch 48 Batch 544/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.902 Epoch 48 Batch 545/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.852 Epoch 48 Batch 546/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.875 Epoch 48 Batch 547/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.928 Epoch 48 Batch 548/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.870 Epoch 48 Batch 549/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.903 Epoch 48 Batch 550/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.792 Epoch 48 Batch 551/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.855 Epoch 48 Batch 552/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.901 Epoch 48 Batch 553/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.879 Epoch 48 Batch 554/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.891 Epoch 48 Batch 555/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.902 Epoch 48 Batch 556/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.884 Epoch 48 Batch 557/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.847 Epoch 48 Batch 558/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.824 Epoch 48 Batch 559/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.889 Epoch 48 Batch 560/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.839 Epoch 48 Batch 561/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.875 Epoch 48 Batch 562/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.866 Epoch 48 Batch 563/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.873 Epoch 48 Batch 564/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.865 Epoch 48 Batch 565/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.914 Epoch 48 Batch 566/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.864 Epoch 48 Batch 567/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.879 Epoch 48 Batch 568/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.859 Epoch 48 Batch 569/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.924 Epoch 48 Batch 570/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.859 Epoch 48 Batch 571/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.910 Epoch 48 Batch 572/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.899 Epoch 48 Batch 573/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.887 Epoch 48 Batch 574/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.965 Epoch 48 Batch 575/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.951 Epoch 48 Batch 576/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.909 Epoch 48 Batch 577/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.877 Epoch 48 Batch 578/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.912 Epoch 48 Batch 579/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.860 Epoch 48 Batch 580/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.843 Epoch 48 Batch 581/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.861 Epoch 48 Batch 582/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.870 Epoch 48 Batch 583/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.903 Epoch 48 Batch 584/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.816 Epoch 48 Batch 585/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.879 Epoch 48 Batch 586/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.943 Epoch 48 Batch 587/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.813 Epoch 48 Batch 588/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.829 Epoch 48 Batch 589/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.877 Epoch 48 Batch 590/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.838 Epoch 48 Batch 591/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.232, Loss: 0.876 Epoch 48 Batch 592/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.825 Epoch 48 Batch 593/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.850 Epoch 48 Batch 594/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.932 Epoch 48 Batch 595/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.899 Epoch 48 Batch 596/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.860 Epoch 48 Batch 597/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.908 Epoch 48 Batch 598/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.895 Epoch 48 Batch 599/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.878 Epoch 48 Batch 600/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.883 Epoch 48 Batch 601/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.918 Epoch 48 Batch 602/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.975 Epoch 48 Batch 603/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.958 Epoch 48 Batch 604/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.954 Epoch 48 Batch 605/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.852 Epoch 48 Batch 606/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.846 Epoch 48 Batch 607/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.232, Loss: 0.911 Epoch 48 Batch 608/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.903 Epoch 48 Batch 609/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.904 Epoch 48 Batch 610/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.884 Epoch 48 Batch 611/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.871 Epoch 48 Batch 612/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.889 Epoch 48 Batch 613/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.913 Epoch 48 Batch 614/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.874 Epoch 48 Batch 615/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.873 Epoch 48 Batch 616/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.845 Epoch 48 Batch 617/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.828 Epoch 48 Batch 618/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.824 Epoch 48 Batch 619/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.232, Loss: 0.873 Epoch 48 Batch 620/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.861 Epoch 48 Batch 621/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.903 Epoch 48 Batch 622/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.892 Epoch 48 Batch 623/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.874 Epoch 48 Batch 624/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.891 Epoch 48 Batch 625/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.876 Epoch 48 Batch 626/1077 - Train Accuracy: 0.223, Validation Accuracy: 0.232, Loss: 0.889 Epoch 48 Batch 627/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.851 Epoch 48 Batch 628/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.826 Epoch 48 Batch 629/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.877 Epoch 48 Batch 630/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.918 Epoch 48 Batch 631/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.908 Epoch 48 Batch 632/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.845 Epoch 48 Batch 633/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.848 Epoch 48 Batch 634/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.897 Epoch 48 Batch 635/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.900 Epoch 48 Batch 636/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.881 Epoch 48 Batch 637/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.986 Epoch 48 Batch 638/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.895 Epoch 48 Batch 639/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.911 Epoch 48 Batch 640/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.847 Epoch 48 Batch 641/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.853 Epoch 48 Batch 642/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.817 Epoch 48 Batch 643/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.936 Epoch 48 Batch 644/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.841 Epoch 48 Batch 645/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.948 Epoch 48 Batch 646/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.835 Epoch 48 Batch 647/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.893 Epoch 48 Batch 648/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.884 Epoch 48 Batch 649/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.834 Epoch 48 Batch 650/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.835 Epoch 48 Batch 651/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.858 Epoch 48 Batch 652/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.887 Epoch 48 Batch 653/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.899 Epoch 48 Batch 654/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.848 Epoch 48 Batch 655/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.915 Epoch 48 Batch 656/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.876 Epoch 48 Batch 657/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.854 Epoch 48 Batch 658/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.886 Epoch 48 Batch 659/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.854 Epoch 48 Batch 660/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.908 Epoch 48 Batch 661/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.870 Epoch 48 Batch 662/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.893 Epoch 48 Batch 663/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.874 Epoch 48 Batch 664/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.823 Epoch 48 Batch 665/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.868 Epoch 48 Batch 666/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 0.854 Epoch 48 Batch 667/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.914 Epoch 48 Batch 668/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.884 Epoch 48 Batch 669/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.805 Epoch 48 Batch 670/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.233, Loss: 0.884 Epoch 48 Batch 671/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.874 Epoch 48 Batch 672/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.801 Epoch 48 Batch 673/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.972 Epoch 48 Batch 674/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.869 Epoch 48 Batch 675/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.813 Epoch 48 Batch 676/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.907 Epoch 48 Batch 677/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.825 Epoch 48 Batch 678/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.943 Epoch 48 Batch 679/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.879 Epoch 48 Batch 680/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.857 Epoch 48 Batch 681/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.958 Epoch 48 Batch 682/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.232, Loss: 0.817 Epoch 48 Batch 683/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.845 Epoch 48 Batch 684/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.881 Epoch 48 Batch 685/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.867 Epoch 48 Batch 686/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.841 Epoch 48 Batch 687/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.900 Epoch 48 Batch 688/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.839 Epoch 48 Batch 689/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.904 Epoch 48 Batch 690/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.858 Epoch 48 Batch 691/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.892 Epoch 48 Batch 692/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.893 Epoch 48 Batch 693/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.906 Epoch 48 Batch 694/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.876 Epoch 48 Batch 695/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.811 Epoch 48 Batch 696/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.879 Epoch 48 Batch 697/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.828 Epoch 48 Batch 698/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.789 Epoch 48 Batch 699/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.233, Loss: 0.880 Epoch 48 Batch 700/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.856 Epoch 48 Batch 701/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.942 Epoch 48 Batch 702/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.949 Epoch 48 Batch 703/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.871 Epoch 48 Batch 704/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.899 Epoch 48 Batch 705/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.882 Epoch 48 Batch 706/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.850 Epoch 48 Batch 707/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.888 Epoch 48 Batch 708/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.921 Epoch 48 Batch 709/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.898 Epoch 48 Batch 710/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.842 Epoch 48 Batch 711/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.893 Epoch 48 Batch 712/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.843 Epoch 48 Batch 713/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.232, Loss: 0.913 Epoch 48 Batch 714/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.232, Loss: 0.972 Epoch 48 Batch 715/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.901 Epoch 48 Batch 716/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.862 Epoch 48 Batch 717/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.851 Epoch 48 Batch 718/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.861 Epoch 48 Batch 719/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.854 Epoch 48 Batch 720/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.843 Epoch 48 Batch 721/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.848 Epoch 48 Batch 722/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.877 Epoch 48 Batch 723/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.814 Epoch 48 Batch 724/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.867 Epoch 48 Batch 725/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.232, Loss: 0.863 Epoch 48 Batch 726/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.875 Epoch 48 Batch 727/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.872 Epoch 48 Batch 728/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.856 Epoch 48 Batch 729/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.858 Epoch 48 Batch 730/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.919 Epoch 48 Batch 731/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.886 Epoch 48 Batch 732/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.900 Epoch 48 Batch 733/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.948 Epoch 48 Batch 734/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.902 Epoch 48 Batch 735/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.923 Epoch 48 Batch 736/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.878 Epoch 48 Batch 737/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.886 Epoch 48 Batch 738/1077 - Train Accuracy: 0.290, Validation Accuracy: 0.232, Loss: 0.909 Epoch 48 Batch 739/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.857 Epoch 48 Batch 740/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.854 Epoch 48 Batch 741/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.912 Epoch 48 Batch 742/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.859 Epoch 48 Batch 743/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.848 Epoch 48 Batch 744/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.877 Epoch 48 Batch 745/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.882 Epoch 48 Batch 746/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.858 Epoch 48 Batch 747/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.848 Epoch 48 Batch 748/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.907 Epoch 48 Batch 749/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.918 Epoch 48 Batch 750/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.877 Epoch 48 Batch 751/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.841 Epoch 48 Batch 752/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.872 Epoch 48 Batch 753/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.833 Epoch 48 Batch 754/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.825 Epoch 48 Batch 755/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.833 Epoch 48 Batch 756/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.828 Epoch 48 Batch 757/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.835 Epoch 48 Batch 758/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.865 Epoch 48 Batch 759/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.879 Epoch 48 Batch 760/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.882 Epoch 48 Batch 761/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.880 Epoch 48 Batch 762/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.901 Epoch 48 Batch 763/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.878 Epoch 48 Batch 764/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.864 Epoch 48 Batch 765/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.895 Epoch 48 Batch 766/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.836 Epoch 48 Batch 767/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.913 Epoch 48 Batch 768/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.906 Epoch 48 Batch 769/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.924 Epoch 48 Batch 770/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.866 Epoch 48 Batch 771/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.876 Epoch 48 Batch 772/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.853 Epoch 48 Batch 773/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.886 Epoch 48 Batch 774/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.869 Epoch 48 Batch 775/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.878 Epoch 48 Batch 776/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.905 Epoch 48 Batch 777/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.938 Epoch 48 Batch 778/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.880 Epoch 48 Batch 779/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.863 Epoch 48 Batch 780/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.874 Epoch 48 Batch 781/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.974 Epoch 48 Batch 782/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.890 Epoch 48 Batch 783/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.846 Epoch 48 Batch 784/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.832 Epoch 48 Batch 785/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.849 Epoch 48 Batch 786/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.845 Epoch 48 Batch 787/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.869 Epoch 48 Batch 788/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.882 Epoch 48 Batch 789/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.852 Epoch 48 Batch 790/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.867 Epoch 48 Batch 791/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.935 Epoch 48 Batch 792/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.898 Epoch 48 Batch 793/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.920 Epoch 48 Batch 794/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.827 Epoch 48 Batch 795/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.914 Epoch 48 Batch 796/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.952 Epoch 48 Batch 797/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.840 Epoch 48 Batch 798/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.866 Epoch 48 Batch 799/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.232, Loss: 0.900 Epoch 48 Batch 800/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.881 Epoch 48 Batch 801/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.903 Epoch 48 Batch 802/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.881 Epoch 48 Batch 803/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.904 Epoch 48 Batch 804/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.905 Epoch 48 Batch 805/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.917 Epoch 48 Batch 806/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.892 Epoch 48 Batch 807/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.851 Epoch 48 Batch 808/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.914 Epoch 48 Batch 809/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.942 Epoch 48 Batch 810/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.881 Epoch 48 Batch 811/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.865 Epoch 48 Batch 812/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.906 Epoch 48 Batch 813/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.860 Epoch 48 Batch 814/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.914 Epoch 48 Batch 815/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.840 Epoch 48 Batch 816/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.868 Epoch 48 Batch 817/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.866 Epoch 48 Batch 818/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.943 Epoch 48 Batch 819/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.868 Epoch 48 Batch 820/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.876 Epoch 48 Batch 821/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.886 Epoch 48 Batch 822/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.833 Epoch 48 Batch 823/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.930 Epoch 48 Batch 824/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.862 Epoch 48 Batch 825/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.817 Epoch 48 Batch 826/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.892 Epoch 48 Batch 827/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.848 Epoch 48 Batch 828/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.889 Epoch 48 Batch 829/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.867 Epoch 48 Batch 830/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.868 Epoch 48 Batch 831/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.232, Loss: 0.887 Epoch 48 Batch 832/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.817 Epoch 48 Batch 833/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.859 Epoch 48 Batch 834/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.233, Loss: 0.928 Epoch 48 Batch 835/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.892 Epoch 48 Batch 836/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.874 Epoch 48 Batch 837/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.887 Epoch 48 Batch 838/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.888 Epoch 48 Batch 839/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.905 Epoch 48 Batch 840/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.909 Epoch 48 Batch 841/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.918 Epoch 48 Batch 842/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.878 Epoch 48 Batch 843/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.892 Epoch 48 Batch 844/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.836 Epoch 48 Batch 845/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.911 Epoch 48 Batch 846/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.909 Epoch 48 Batch 847/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.985 Epoch 48 Batch 848/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.869 Epoch 48 Batch 849/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.909 Epoch 48 Batch 850/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.905 Epoch 48 Batch 851/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.876 Epoch 48 Batch 852/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.899 Epoch 48 Batch 853/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.875 Epoch 48 Batch 854/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.906 Epoch 48 Batch 855/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.938 Epoch 48 Batch 856/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.868 Epoch 48 Batch 857/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.892 Epoch 48 Batch 858/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.858 Epoch 48 Batch 859/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.232, Loss: 0.873 Epoch 48 Batch 860/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.908 Epoch 48 Batch 861/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.884 Epoch 48 Batch 862/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.864 Epoch 48 Batch 863/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.860 Epoch 48 Batch 864/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.849 Epoch 48 Batch 865/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.233, Loss: 0.839 Epoch 48 Batch 866/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.916 Epoch 48 Batch 867/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.878 Epoch 48 Batch 868/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.832 Epoch 48 Batch 869/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.831 Epoch 48 Batch 870/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.877 Epoch 48 Batch 871/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.946 Epoch 48 Batch 872/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.850 Epoch 48 Batch 873/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.895 Epoch 48 Batch 874/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.849 Epoch 48 Batch 875/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.870 Epoch 48 Batch 876/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.923 Epoch 48 Batch 877/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.827 Epoch 48 Batch 878/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.868 Epoch 48 Batch 879/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.844 Epoch 48 Batch 880/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.863 Epoch 48 Batch 881/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.858 Epoch 48 Batch 882/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.877 Epoch 48 Batch 883/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.842 Epoch 48 Batch 884/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.912 Epoch 48 Batch 885/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.233, Loss: 0.893 Epoch 48 Batch 886/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.901 Epoch 48 Batch 887/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.851 Epoch 48 Batch 888/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.837 Epoch 48 Batch 889/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.903 Epoch 48 Batch 890/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.819 Epoch 48 Batch 891/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.876 Epoch 48 Batch 892/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.954 Epoch 48 Batch 893/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.890 Epoch 48 Batch 894/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.836 Epoch 48 Batch 895/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.869 Epoch 48 Batch 896/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.876 Epoch 48 Batch 897/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.880 Epoch 48 Batch 898/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.896 Epoch 48 Batch 899/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.921 Epoch 48 Batch 900/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.872 Epoch 48 Batch 901/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.909 Epoch 48 Batch 902/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.895 Epoch 48 Batch 903/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.904 Epoch 48 Batch 904/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.891 Epoch 48 Batch 905/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.849 Epoch 48 Batch 906/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.892 Epoch 48 Batch 907/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.905 Epoch 48 Batch 908/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.966 Epoch 48 Batch 909/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.910 Epoch 48 Batch 910/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.869 Epoch 48 Batch 911/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.232, Loss: 0.916 Epoch 48 Batch 912/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.844 Epoch 48 Batch 913/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.859 Epoch 48 Batch 914/1077 - Train Accuracy: 0.300, Validation Accuracy: 0.232, Loss: 0.931 Epoch 48 Batch 915/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.914 Epoch 48 Batch 916/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.875 Epoch 48 Batch 917/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.902 Epoch 48 Batch 918/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.873 Epoch 48 Batch 919/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.233, Loss: 0.823 Epoch 48 Batch 920/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.853 Epoch 48 Batch 921/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.877 Epoch 48 Batch 922/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.861 Epoch 48 Batch 923/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.232, Loss: 0.857 Epoch 48 Batch 924/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.232, Loss: 0.940 Epoch 48 Batch 925/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.844 Epoch 48 Batch 926/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.868 Epoch 48 Batch 927/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.233, Loss: 0.863 Epoch 48 Batch 928/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.859 Epoch 48 Batch 929/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.856 Epoch 48 Batch 930/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.906 Epoch 48 Batch 931/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.976 Epoch 48 Batch 932/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.861 Epoch 48 Batch 933/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.876 Epoch 48 Batch 934/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.851 Epoch 48 Batch 935/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.887 Epoch 48 Batch 936/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.864 Epoch 48 Batch 937/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.915 Epoch 48 Batch 938/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.898 Epoch 48 Batch 939/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.833 Epoch 48 Batch 940/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.947 Epoch 48 Batch 941/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.844 Epoch 48 Batch 942/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.863 Epoch 48 Batch 943/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.874 Epoch 48 Batch 944/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.858 Epoch 48 Batch 945/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.871 Epoch 48 Batch 946/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.861 Epoch 48 Batch 947/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.902 Epoch 48 Batch 948/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.909 Epoch 48 Batch 949/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.886 Epoch 48 Batch 950/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.876 Epoch 48 Batch 951/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.907 Epoch 48 Batch 952/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.890 Epoch 48 Batch 953/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.832 Epoch 48 Batch 954/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.849 Epoch 48 Batch 955/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.878 Epoch 48 Batch 956/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.920 Epoch 48 Batch 957/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.895 Epoch 48 Batch 958/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.876 Epoch 48 Batch 959/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.943 Epoch 48 Batch 960/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.850 Epoch 48 Batch 961/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.842 Epoch 48 Batch 962/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.862 Epoch 48 Batch 963/1077 - Train Accuracy: 0.074, Validation Accuracy: 0.233, Loss: 0.924 Epoch 48 Batch 964/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.910 Epoch 48 Batch 965/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.232, Loss: 0.845 Epoch 48 Batch 966/1077 - Train Accuracy: 0.266, Validation Accuracy: 0.232, Loss: 0.881 Epoch 48 Batch 967/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.915 Epoch 48 Batch 968/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.928 Epoch 48 Batch 969/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.965 Epoch 48 Batch 970/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.866 Epoch 48 Batch 971/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.887 Epoch 48 Batch 972/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.895 Epoch 48 Batch 973/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.892 Epoch 48 Batch 974/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.883 Epoch 48 Batch 975/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.232, Loss: 0.882 Epoch 48 Batch 976/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.894 Epoch 48 Batch 977/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.888 Epoch 48 Batch 978/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.872 Epoch 48 Batch 979/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 0.899 Epoch 48 Batch 980/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.874 Epoch 48 Batch 981/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.855 Epoch 48 Batch 982/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.872 Epoch 48 Batch 983/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.939 Epoch 48 Batch 984/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.867 Epoch 48 Batch 985/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.916 Epoch 48 Batch 986/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.842 Epoch 48 Batch 987/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.831 Epoch 48 Batch 988/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.232, Loss: 0.933 Epoch 48 Batch 989/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.890 Epoch 48 Batch 990/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.865 Epoch 48 Batch 991/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.232, Loss: 0.873 Epoch 48 Batch 992/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.880 Epoch 48 Batch 993/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.929 Epoch 48 Batch 994/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.857 Epoch 48 Batch 995/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.879 Epoch 48 Batch 996/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.875 Epoch 48 Batch 997/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.857 Epoch 48 Batch 998/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.864 Epoch 48 Batch 999/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.942 Epoch 48 Batch 1000/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.850 Epoch 48 Batch 1001/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.231, Loss: 0.844 Epoch 48 Batch 1002/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.231, Loss: 0.871 Epoch 48 Batch 1003/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.887 Epoch 48 Batch 1004/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.900 Epoch 48 Batch 1005/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.892 Epoch 48 Batch 1006/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.851 Epoch 48 Batch 1007/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.823 Epoch 48 Batch 1008/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.921 Epoch 48 Batch 1009/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.856 Epoch 48 Batch 1010/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.899 Epoch 48 Batch 1011/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.846 Epoch 48 Batch 1012/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.899 Epoch 48 Batch 1013/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.900 Epoch 48 Batch 1014/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.902 Epoch 48 Batch 1015/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.900 Epoch 48 Batch 1016/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.861 Epoch 48 Batch 1017/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.232, Loss: 0.907 Epoch 48 Batch 1018/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.843 Epoch 48 Batch 1019/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.905 Epoch 48 Batch 1020/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.912 Epoch 48 Batch 1021/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.942 Epoch 48 Batch 1022/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.775 Epoch 48 Batch 1023/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.233, Loss: 0.901 Epoch 48 Batch 1024/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.834 Epoch 48 Batch 1025/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.875 Epoch 48 Batch 1026/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.852 Epoch 48 Batch 1027/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.887 Epoch 48 Batch 1028/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.899 Epoch 48 Batch 1029/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.861 Epoch 48 Batch 1030/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.862 Epoch 48 Batch 1031/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.888 Epoch 48 Batch 1032/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.861 Epoch 48 Batch 1033/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.854 Epoch 48 Batch 1034/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.853 Epoch 48 Batch 1035/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.875 Epoch 48 Batch 1036/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.925 Epoch 48 Batch 1037/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.916 Epoch 48 Batch 1038/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.897 Epoch 48 Batch 1039/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.810 Epoch 48 Batch 1040/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.932 Epoch 48 Batch 1041/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.823 Epoch 48 Batch 1042/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.895 Epoch 48 Batch 1043/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.232, Loss: 0.853 Epoch 48 Batch 1044/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.838 Epoch 48 Batch 1045/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.867 Epoch 48 Batch 1046/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.232, Loss: 0.865 Epoch 48 Batch 1047/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.927 Epoch 48 Batch 1048/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.859 Epoch 48 Batch 1049/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.849 Epoch 48 Batch 1050/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.855 Epoch 48 Batch 1051/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.871 Epoch 48 Batch 1052/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.231, Loss: 0.851 Epoch 48 Batch 1053/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.879 Epoch 48 Batch 1054/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.832 Epoch 48 Batch 1055/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.861 Epoch 48 Batch 1056/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.840 Epoch 48 Batch 1057/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.851 Epoch 48 Batch 1058/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.904 Epoch 48 Batch 1059/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.867 Epoch 48 Batch 1060/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.873 Epoch 48 Batch 1061/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.834 Epoch 48 Batch 1062/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.905 Epoch 48 Batch 1063/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.943 Epoch 48 Batch 1064/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.881 Epoch 48 Batch 1065/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.866 Epoch 48 Batch 1066/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.886 Epoch 48 Batch 1067/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.915 Epoch 48 Batch 1068/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.858 Epoch 48 Batch 1069/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.862 Epoch 48 Batch 1070/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.863 Epoch 48 Batch 1071/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.863 Epoch 48 Batch 1072/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.890 Epoch 48 Batch 1073/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.866 Epoch 48 Batch 1074/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.959 Epoch 48 Batch 1075/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.948 Epoch 49 Batch 0/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.878 Epoch 49 Batch 1/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.879 Epoch 49 Batch 2/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.967 Epoch 49 Batch 3/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.920 Epoch 49 Batch 4/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.843 Epoch 49 Batch 5/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.860 Epoch 49 Batch 6/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.840 Epoch 49 Batch 7/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.232, Loss: 0.847 Epoch 49 Batch 8/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.890 Epoch 49 Batch 9/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.874 Epoch 49 Batch 10/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.936 Epoch 49 Batch 11/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.932 Epoch 49 Batch 12/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.908 Epoch 49 Batch 13/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.839 Epoch 49 Batch 14/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.923 Epoch 49 Batch 15/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.830 Epoch 49 Batch 16/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.896 Epoch 49 Batch 17/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.876 Epoch 49 Batch 18/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.875 Epoch 49 Batch 19/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.883 Epoch 49 Batch 20/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.886 Epoch 49 Batch 21/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.958 Epoch 49 Batch 22/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.831 Epoch 49 Batch 23/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.811 Epoch 49 Batch 24/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.905 Epoch 49 Batch 25/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.869 Epoch 49 Batch 26/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.843 Epoch 49 Batch 27/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.884 Epoch 49 Batch 28/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.933 Epoch 49 Batch 29/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.825 Epoch 49 Batch 30/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.891 Epoch 49 Batch 31/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.874 Epoch 49 Batch 32/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.824 Epoch 49 Batch 33/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.918 Epoch 49 Batch 34/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.891 Epoch 49 Batch 35/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.856 Epoch 49 Batch 36/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.899 Epoch 49 Batch 37/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.825 Epoch 49 Batch 38/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 0.901 Epoch 49 Batch 39/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.879 Epoch 49 Batch 40/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.893 Epoch 49 Batch 41/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.827 Epoch 49 Batch 42/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.889 Epoch 49 Batch 43/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.232, Loss: 0.859 Epoch 49 Batch 44/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.850 Epoch 49 Batch 45/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.898 Epoch 49 Batch 46/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.232, Loss: 0.899 Epoch 49 Batch 47/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.899 Epoch 49 Batch 48/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.872 Epoch 49 Batch 49/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.233, Loss: 0.883 Epoch 49 Batch 50/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.922 Epoch 49 Batch 51/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.848 Epoch 49 Batch 52/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.875 Epoch 49 Batch 53/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.232, Loss: 0.873 Epoch 49 Batch 54/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.872 Epoch 49 Batch 55/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.902 Epoch 49 Batch 56/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.829 Epoch 49 Batch 57/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.231, Loss: 0.890 Epoch 49 Batch 58/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.865 Epoch 49 Batch 59/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.901 Epoch 49 Batch 60/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.231, Loss: 0.918 Epoch 49 Batch 61/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.869 Epoch 49 Batch 62/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.964 Epoch 49 Batch 63/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.897 Epoch 49 Batch 64/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.887 Epoch 49 Batch 65/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.231, Loss: 0.955 Epoch 49 Batch 66/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.231, Loss: 0.861 Epoch 49 Batch 67/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.847 Epoch 49 Batch 68/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.891 Epoch 49 Batch 69/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.816 Epoch 49 Batch 70/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.937 Epoch 49 Batch 71/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.862 Epoch 49 Batch 72/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.881 Epoch 49 Batch 73/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.865 Epoch 49 Batch 74/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.859 Epoch 49 Batch 75/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.904 Epoch 49 Batch 76/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.932 Epoch 49 Batch 77/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.855 Epoch 49 Batch 78/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.817 Epoch 49 Batch 79/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.870 Epoch 49 Batch 80/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.867 Epoch 49 Batch 81/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.232, Loss: 0.843 Epoch 49 Batch 82/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.232, Loss: 0.873 Epoch 49 Batch 83/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.882 Epoch 49 Batch 84/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.919 Epoch 49 Batch 85/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.883 Epoch 49 Batch 86/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.906 Epoch 49 Batch 87/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.893 Epoch 49 Batch 88/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.845 Epoch 49 Batch 89/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.864 Epoch 49 Batch 90/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.831 Epoch 49 Batch 91/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.924 Epoch 49 Batch 92/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.869 Epoch 49 Batch 93/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.869 Epoch 49 Batch 94/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.922 Epoch 49 Batch 95/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.876 Epoch 49 Batch 96/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.853 Epoch 49 Batch 97/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.855 Epoch 49 Batch 98/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.885 Epoch 49 Batch 99/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.829 Epoch 49 Batch 100/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.912 Epoch 49 Batch 101/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.859 Epoch 49 Batch 102/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.919 Epoch 49 Batch 103/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.892 Epoch 49 Batch 104/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.233, Loss: 0.941 Epoch 49 Batch 105/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.848 Epoch 49 Batch 106/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.233, Loss: 0.866 Epoch 49 Batch 107/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.928 Epoch 49 Batch 108/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.234, Loss: 0.873 Epoch 49 Batch 109/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.932 Epoch 49 Batch 110/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 0.913 Epoch 49 Batch 111/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.854 Epoch 49 Batch 112/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.918 Epoch 49 Batch 113/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.887 Epoch 49 Batch 114/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.879 Epoch 49 Batch 115/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.883 Epoch 49 Batch 116/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.869 Epoch 49 Batch 117/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.907 Epoch 49 Batch 118/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.902 Epoch 49 Batch 119/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.894 Epoch 49 Batch 120/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.915 Epoch 49 Batch 121/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.881 Epoch 49 Batch 122/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.926 Epoch 49 Batch 123/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.873 Epoch 49 Batch 124/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.883 Epoch 49 Batch 125/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.881 Epoch 49 Batch 126/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.904 Epoch 49 Batch 127/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.847 Epoch 49 Batch 128/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.853 Epoch 49 Batch 129/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.853 Epoch 49 Batch 130/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.889 Epoch 49 Batch 131/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.864 Epoch 49 Batch 132/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.876 Epoch 49 Batch 133/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.897 Epoch 49 Batch 134/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.878 Epoch 49 Batch 135/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.875 Epoch 49 Batch 136/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.942 Epoch 49 Batch 137/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.838 Epoch 49 Batch 138/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.898 Epoch 49 Batch 139/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.840 Epoch 49 Batch 140/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.846 Epoch 49 Batch 141/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.910 Epoch 49 Batch 142/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.855 Epoch 49 Batch 143/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.835 Epoch 49 Batch 144/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.948 Epoch 49 Batch 145/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.887 Epoch 49 Batch 146/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.908 Epoch 49 Batch 147/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.878 Epoch 49 Batch 148/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.889 Epoch 49 Batch 149/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.839 Epoch 49 Batch 150/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.915 Epoch 49 Batch 151/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.853 Epoch 49 Batch 152/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.893 Epoch 49 Batch 153/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.932 Epoch 49 Batch 154/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.877 Epoch 49 Batch 155/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.910 Epoch 49 Batch 156/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.861 Epoch 49 Batch 157/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.888 Epoch 49 Batch 158/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.871 Epoch 49 Batch 159/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.845 Epoch 49 Batch 160/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.884 Epoch 49 Batch 161/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.876 Epoch 49 Batch 162/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.847 Epoch 49 Batch 163/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.881 Epoch 49 Batch 164/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.910 Epoch 49 Batch 165/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.908 Epoch 49 Batch 166/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.917 Epoch 49 Batch 167/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.893 Epoch 49 Batch 168/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.869 Epoch 49 Batch 169/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.856 Epoch 49 Batch 170/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.812 Epoch 49 Batch 171/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.232, Loss: 0.890 Epoch 49 Batch 172/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.896 Epoch 49 Batch 173/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.928 Epoch 49 Batch 174/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.833 Epoch 49 Batch 175/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.892 Epoch 49 Batch 176/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.822 Epoch 49 Batch 177/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.941 Epoch 49 Batch 178/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.872 Epoch 49 Batch 179/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.232, Loss: 0.840 Epoch 49 Batch 180/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.877 Epoch 49 Batch 181/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.812 Epoch 49 Batch 182/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.923 Epoch 49 Batch 183/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.906 Epoch 49 Batch 184/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.874 Epoch 49 Batch 185/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.907 Epoch 49 Batch 186/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.895 Epoch 49 Batch 187/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.856 Epoch 49 Batch 188/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.872 Epoch 49 Batch 189/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.908 Epoch 49 Batch 190/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.894 Epoch 49 Batch 191/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.232, Loss: 0.852 Epoch 49 Batch 192/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.870 Epoch 49 Batch 193/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.816 Epoch 49 Batch 194/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.867 Epoch 49 Batch 195/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.833 Epoch 49 Batch 196/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.821 Epoch 49 Batch 197/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.916 Epoch 49 Batch 198/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.896 Epoch 49 Batch 199/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.865 Epoch 49 Batch 200/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.866 Epoch 49 Batch 201/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.931 Epoch 49 Batch 202/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.938 Epoch 49 Batch 203/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.946 Epoch 49 Batch 204/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.940 Epoch 49 Batch 205/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.912 Epoch 49 Batch 206/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.915 Epoch 49 Batch 207/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.863 Epoch 49 Batch 208/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.910 Epoch 49 Batch 209/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.882 Epoch 49 Batch 210/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.801 Epoch 49 Batch 211/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.944 Epoch 49 Batch 212/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.854 Epoch 49 Batch 213/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.883 Epoch 49 Batch 214/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.823 Epoch 49 Batch 215/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.230, Loss: 0.865 Epoch 49 Batch 216/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.839 Epoch 49 Batch 217/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.828 Epoch 49 Batch 218/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.231, Loss: 0.893 Epoch 49 Batch 219/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.878 Epoch 49 Batch 220/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.837 Epoch 49 Batch 221/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.813 Epoch 49 Batch 222/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.895 Epoch 49 Batch 223/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.845 Epoch 49 Batch 224/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.874 Epoch 49 Batch 225/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.907 Epoch 49 Batch 226/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.862 Epoch 49 Batch 227/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.830 Epoch 49 Batch 228/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.902 Epoch 49 Batch 229/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.900 Epoch 49 Batch 230/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.922 Epoch 49 Batch 231/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.895 Epoch 49 Batch 232/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.929 Epoch 49 Batch 233/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.882 Epoch 49 Batch 234/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.861 Epoch 49 Batch 235/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.919 Epoch 49 Batch 236/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.901 Epoch 49 Batch 237/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.884 Epoch 49 Batch 238/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.826 Epoch 49 Batch 239/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.859 Epoch 49 Batch 240/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.908 Epoch 49 Batch 241/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.831 Epoch 49 Batch 242/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.825 Epoch 49 Batch 243/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.941 Epoch 49 Batch 244/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.232, Loss: 0.889 Epoch 49 Batch 245/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.846 Epoch 49 Batch 246/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.925 Epoch 49 Batch 247/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.859 Epoch 49 Batch 248/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.899 Epoch 49 Batch 249/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.847 Epoch 49 Batch 250/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.232, Loss: 0.882 Epoch 49 Batch 251/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.898 Epoch 49 Batch 252/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.875 Epoch 49 Batch 253/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.933 Epoch 49 Batch 254/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.867 Epoch 49 Batch 255/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.878 Epoch 49 Batch 256/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.909 Epoch 49 Batch 257/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.915 Epoch 49 Batch 258/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.860 Epoch 49 Batch 259/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.840 Epoch 49 Batch 260/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.897 Epoch 49 Batch 261/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.813 Epoch 49 Batch 262/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.860 Epoch 49 Batch 263/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.232, Loss: 0.872 Epoch 49 Batch 264/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.860 Epoch 49 Batch 265/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.878 Epoch 49 Batch 266/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.910 Epoch 49 Batch 267/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.232, Loss: 0.865 Epoch 49 Batch 268/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.911 Epoch 49 Batch 269/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.886 Epoch 49 Batch 270/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.899 Epoch 49 Batch 271/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.923 Epoch 49 Batch 272/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.912 Epoch 49 Batch 273/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.888 Epoch 49 Batch 274/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.893 Epoch 49 Batch 275/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.869 Epoch 49 Batch 276/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.877 Epoch 49 Batch 277/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.834 Epoch 49 Batch 278/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.874 Epoch 49 Batch 279/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.862 Epoch 49 Batch 280/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.891 Epoch 49 Batch 281/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.890 Epoch 49 Batch 282/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.960 Epoch 49 Batch 283/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.866 Epoch 49 Batch 284/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.870 Epoch 49 Batch 285/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.863 Epoch 49 Batch 286/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.883 Epoch 49 Batch 287/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.897 Epoch 49 Batch 288/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.909 Epoch 49 Batch 289/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.862 Epoch 49 Batch 290/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.911 Epoch 49 Batch 291/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.834 Epoch 49 Batch 292/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.858 Epoch 49 Batch 293/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.840 Epoch 49 Batch 294/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.232, Loss: 0.806 Epoch 49 Batch 295/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.856 Epoch 49 Batch 296/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.894 Epoch 49 Batch 297/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.901 Epoch 49 Batch 298/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.882 Epoch 49 Batch 299/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.908 Epoch 49 Batch 300/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.905 Epoch 49 Batch 301/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.845 Epoch 49 Batch 302/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.894 Epoch 49 Batch 303/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.884 Epoch 49 Batch 304/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.890 Epoch 49 Batch 305/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.914 Epoch 49 Batch 306/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.879 Epoch 49 Batch 307/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.830 Epoch 49 Batch 308/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.855 Epoch 49 Batch 309/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.904 Epoch 49 Batch 310/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.864 Epoch 49 Batch 311/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.232, Loss: 0.832 Epoch 49 Batch 312/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.852 Epoch 49 Batch 313/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.871 Epoch 49 Batch 314/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.895 Epoch 49 Batch 315/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.929 Epoch 49 Batch 316/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.823 Epoch 49 Batch 317/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.954 Epoch 49 Batch 318/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.873 Epoch 49 Batch 319/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.855 Epoch 49 Batch 320/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.891 Epoch 49 Batch 321/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.888 Epoch 49 Batch 322/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.232, Loss: 0.868 Epoch 49 Batch 323/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.859 Epoch 49 Batch 324/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.885 Epoch 49 Batch 325/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.863 Epoch 49 Batch 326/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.894 Epoch 49 Batch 327/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.860 Epoch 49 Batch 328/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.884 Epoch 49 Batch 329/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.913 Epoch 49 Batch 330/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.854 Epoch 49 Batch 331/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.863 Epoch 49 Batch 332/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.846 Epoch 49 Batch 333/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.827 Epoch 49 Batch 334/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.821 Epoch 49 Batch 335/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.892 Epoch 49 Batch 336/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.970 Epoch 49 Batch 337/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.866 Epoch 49 Batch 338/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.930 Epoch 49 Batch 339/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.878 Epoch 49 Batch 340/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.884 Epoch 49 Batch 341/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.863 Epoch 49 Batch 342/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.933 Epoch 49 Batch 343/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.859 Epoch 49 Batch 344/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.920 Epoch 49 Batch 345/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.851 Epoch 49 Batch 346/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.860 Epoch 49 Batch 347/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.815 Epoch 49 Batch 348/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.804 Epoch 49 Batch 349/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.873 Epoch 49 Batch 350/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.853 Epoch 49 Batch 351/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.836 Epoch 49 Batch 352/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.900 Epoch 49 Batch 353/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.867 Epoch 49 Batch 354/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.843 Epoch 49 Batch 355/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.932 Epoch 49 Batch 356/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.900 Epoch 49 Batch 357/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.880 Epoch 49 Batch 358/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.895 Epoch 49 Batch 359/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.894 Epoch 49 Batch 360/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.882 Epoch 49 Batch 361/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.857 Epoch 49 Batch 362/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.853 Epoch 49 Batch 363/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.871 Epoch 49 Batch 364/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.882 Epoch 49 Batch 365/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.901 Epoch 49 Batch 366/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.839 Epoch 49 Batch 367/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.922 Epoch 49 Batch 368/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.865 Epoch 49 Batch 369/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.931 Epoch 49 Batch 370/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.882 Epoch 49 Batch 371/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.916 Epoch 49 Batch 372/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.875 Epoch 49 Batch 373/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.855 Epoch 49 Batch 374/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.799 Epoch 49 Batch 375/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.232, Loss: 0.831 Epoch 49 Batch 376/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.232, Loss: 0.887 Epoch 49 Batch 377/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.908 Epoch 49 Batch 378/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.807 Epoch 49 Batch 379/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.850 Epoch 49 Batch 380/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.861 Epoch 49 Batch 381/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.823 Epoch 49 Batch 382/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.879 Epoch 49 Batch 383/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.904 Epoch 49 Batch 384/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.865 Epoch 49 Batch 385/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.895 Epoch 49 Batch 386/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.918 Epoch 49 Batch 387/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.802 Epoch 49 Batch 388/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.232, Loss: 0.872 Epoch 49 Batch 389/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.875 Epoch 49 Batch 390/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.870 Epoch 49 Batch 391/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.882 Epoch 49 Batch 392/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.879 Epoch 49 Batch 393/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.862 Epoch 49 Batch 394/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.835 Epoch 49 Batch 395/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.870 Epoch 49 Batch 396/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.812 Epoch 49 Batch 397/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.900 Epoch 49 Batch 398/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.858 Epoch 49 Batch 399/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.943 Epoch 49 Batch 400/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.846 Epoch 49 Batch 401/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.865 Epoch 49 Batch 402/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.861 Epoch 49 Batch 403/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.941 Epoch 49 Batch 404/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.872 Epoch 49 Batch 405/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.856 Epoch 49 Batch 406/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.232, Loss: 0.931 Epoch 49 Batch 407/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.882 Epoch 49 Batch 408/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.873 Epoch 49 Batch 409/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.878 Epoch 49 Batch 410/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.232, Loss: 0.934 Epoch 49 Batch 411/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.923 Epoch 49 Batch 412/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.811 Epoch 49 Batch 413/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.815 Epoch 49 Batch 414/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.919 Epoch 49 Batch 415/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.870 Epoch 49 Batch 416/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.906 Epoch 49 Batch 417/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.898 Epoch 49 Batch 418/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.870 Epoch 49 Batch 419/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.873 Epoch 49 Batch 420/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.852 Epoch 49 Batch 421/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.935 Epoch 49 Batch 422/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.883 Epoch 49 Batch 423/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.857 Epoch 49 Batch 424/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.901 Epoch 49 Batch 425/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.870 Epoch 49 Batch 426/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.851 Epoch 49 Batch 427/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.902 Epoch 49 Batch 428/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.232, Loss: 0.915 Epoch 49 Batch 429/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.882 Epoch 49 Batch 430/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.926 Epoch 49 Batch 431/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.854 Epoch 49 Batch 432/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.875 Epoch 49 Batch 433/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.817 Epoch 49 Batch 434/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.851 Epoch 49 Batch 435/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.890 Epoch 49 Batch 436/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.865 Epoch 49 Batch 437/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.899 Epoch 49 Batch 438/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.885 Epoch 49 Batch 439/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.884 Epoch 49 Batch 440/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.889 Epoch 49 Batch 441/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.892 Epoch 49 Batch 442/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.834 Epoch 49 Batch 443/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.841 Epoch 49 Batch 444/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.880 Epoch 49 Batch 445/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.942 Epoch 49 Batch 446/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.876 Epoch 49 Batch 447/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.869 Epoch 49 Batch 448/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.897 Epoch 49 Batch 449/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.891 Epoch 49 Batch 450/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.864 Epoch 49 Batch 451/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.818 Epoch 49 Batch 452/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.882 Epoch 49 Batch 453/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.861 Epoch 49 Batch 454/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.875 Epoch 49 Batch 455/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.847 Epoch 49 Batch 456/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.920 Epoch 49 Batch 457/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.864 Epoch 49 Batch 458/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.233, Loss: 0.851 Epoch 49 Batch 459/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.968 Epoch 49 Batch 460/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.926 Epoch 49 Batch 461/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.859 Epoch 49 Batch 462/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.921 Epoch 49 Batch 463/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.872 Epoch 49 Batch 464/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.886 Epoch 49 Batch 465/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.901 Epoch 49 Batch 466/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.867 Epoch 49 Batch 467/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.870 Epoch 49 Batch 468/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.919 Epoch 49 Batch 469/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.909 Epoch 49 Batch 470/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.885 Epoch 49 Batch 471/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.890 Epoch 49 Batch 472/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.856 Epoch 49 Batch 473/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.896 Epoch 49 Batch 474/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.842 Epoch 49 Batch 475/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.838 Epoch 49 Batch 476/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.233, Loss: 0.837 Epoch 49 Batch 477/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.233, Loss: 0.876 Epoch 49 Batch 478/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.854 Epoch 49 Batch 479/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.860 Epoch 49 Batch 480/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.834 Epoch 49 Batch 481/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.865 Epoch 49 Batch 482/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.862 Epoch 49 Batch 483/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.870 Epoch 49 Batch 484/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.869 Epoch 49 Batch 485/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.880 Epoch 49 Batch 486/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.830 Epoch 49 Batch 487/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.921 Epoch 49 Batch 488/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.908 Epoch 49 Batch 489/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.857 Epoch 49 Batch 490/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.867 Epoch 49 Batch 491/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.940 Epoch 49 Batch 492/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.841 Epoch 49 Batch 493/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.847 Epoch 49 Batch 494/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.888 Epoch 49 Batch 495/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.841 Epoch 49 Batch 496/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.856 Epoch 49 Batch 497/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.880 Epoch 49 Batch 498/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.892 Epoch 49 Batch 499/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.859 Epoch 49 Batch 500/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.852 Epoch 49 Batch 501/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.825 Epoch 49 Batch 502/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.886 Epoch 49 Batch 503/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.905 Epoch 49 Batch 504/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.858 Epoch 49 Batch 505/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.848 Epoch 49 Batch 506/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.898 Epoch 49 Batch 507/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.232, Loss: 0.854 Epoch 49 Batch 508/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.872 Epoch 49 Batch 509/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.878 Epoch 49 Batch 510/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.904 Epoch 49 Batch 511/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.865 Epoch 49 Batch 512/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.908 Epoch 49 Batch 513/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.826 Epoch 49 Batch 514/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.876 Epoch 49 Batch 515/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.938 Epoch 49 Batch 516/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.839 Epoch 49 Batch 517/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.871 Epoch 49 Batch 518/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.858 Epoch 49 Batch 519/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.868 Epoch 49 Batch 520/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.874 Epoch 49 Batch 521/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.930 Epoch 49 Batch 522/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.885 Epoch 49 Batch 523/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.828 Epoch 49 Batch 524/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.879 Epoch 49 Batch 525/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.878 Epoch 49 Batch 526/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.869 Epoch 49 Batch 527/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.911 Epoch 49 Batch 528/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.892 Epoch 49 Batch 529/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.887 Epoch 49 Batch 530/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.990 Epoch 49 Batch 531/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.809 Epoch 49 Batch 532/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.875 Epoch 49 Batch 533/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.868 Epoch 49 Batch 534/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.938 Epoch 49 Batch 535/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.863 Epoch 49 Batch 536/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.909 Epoch 49 Batch 537/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.835 Epoch 49 Batch 538/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.908 Epoch 49 Batch 539/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.899 Epoch 49 Batch 540/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.835 Epoch 49 Batch 541/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.898 Epoch 49 Batch 542/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.886 Epoch 49 Batch 543/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.858 Epoch 49 Batch 544/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.859 Epoch 49 Batch 545/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.836 Epoch 49 Batch 546/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.879 Epoch 49 Batch 547/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.882 Epoch 49 Batch 548/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.892 Epoch 49 Batch 549/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.896 Epoch 49 Batch 550/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.923 Epoch 49 Batch 551/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.839 Epoch 49 Batch 552/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.880 Epoch 49 Batch 553/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.898 Epoch 49 Batch 554/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.787 Epoch 49 Batch 555/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.853 Epoch 49 Batch 556/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.931 Epoch 49 Batch 557/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.914 Epoch 49 Batch 558/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.821 Epoch 49 Batch 559/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.856 Epoch 49 Batch 560/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.894 Epoch 49 Batch 561/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.865 Epoch 49 Batch 562/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.884 Epoch 49 Batch 563/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.858 Epoch 49 Batch 564/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.836 Epoch 49 Batch 565/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.837 Epoch 49 Batch 566/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.944 Epoch 49 Batch 567/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.877 Epoch 49 Batch 568/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.888 Epoch 49 Batch 569/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.935 Epoch 49 Batch 570/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.922 Epoch 49 Batch 571/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.898 Epoch 49 Batch 572/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.870 Epoch 49 Batch 573/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.921 Epoch 49 Batch 574/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.817 Epoch 49 Batch 575/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.853 Epoch 49 Batch 576/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.858 Epoch 49 Batch 577/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.894 Epoch 49 Batch 578/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.913 Epoch 49 Batch 579/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.906 Epoch 49 Batch 580/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.887 Epoch 49 Batch 581/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.887 Epoch 49 Batch 582/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.880 Epoch 49 Batch 583/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.895 Epoch 49 Batch 584/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.855 Epoch 49 Batch 585/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.858 Epoch 49 Batch 586/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.865 Epoch 49 Batch 587/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.853 Epoch 49 Batch 588/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.845 Epoch 49 Batch 589/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.903 Epoch 49 Batch 590/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.853 Epoch 49 Batch 591/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.232, Loss: 0.897 Epoch 49 Batch 592/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.829 Epoch 49 Batch 593/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.958 Epoch 49 Batch 594/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.874 Epoch 49 Batch 595/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.928 Epoch 49 Batch 596/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.882 Epoch 49 Batch 597/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.966 Epoch 49 Batch 598/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.889 Epoch 49 Batch 599/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.896 Epoch 49 Batch 600/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.818 Epoch 49 Batch 601/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.870 Epoch 49 Batch 602/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.880 Epoch 49 Batch 603/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.858 Epoch 49 Batch 604/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.904 Epoch 49 Batch 605/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.906 Epoch 49 Batch 606/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.911 Epoch 49 Batch 607/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.232, Loss: 0.867 Epoch 49 Batch 608/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.872 Epoch 49 Batch 609/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.881 Epoch 49 Batch 610/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.858 Epoch 49 Batch 611/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.935 Epoch 49 Batch 612/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.892 Epoch 49 Batch 613/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.930 Epoch 49 Batch 614/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.859 Epoch 49 Batch 615/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.846 Epoch 49 Batch 616/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.918 Epoch 49 Batch 617/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.848 Epoch 49 Batch 618/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.863 Epoch 49 Batch 619/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.232, Loss: 0.921 Epoch 49 Batch 620/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.878 Epoch 49 Batch 621/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.799 Epoch 49 Batch 622/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.887 Epoch 49 Batch 623/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.913 Epoch 49 Batch 624/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.930 Epoch 49 Batch 625/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.878 Epoch 49 Batch 626/1077 - Train Accuracy: 0.222, Validation Accuracy: 0.232, Loss: 0.844 Epoch 49 Batch 627/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.864 Epoch 49 Batch 628/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.874 Epoch 49 Batch 629/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.887 Epoch 49 Batch 630/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.879 Epoch 49 Batch 631/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.842 Epoch 49 Batch 632/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.886 Epoch 49 Batch 633/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.935 Epoch 49 Batch 634/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.827 Epoch 49 Batch 635/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.914 Epoch 49 Batch 636/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.925 Epoch 49 Batch 637/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.806 Epoch 49 Batch 638/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.906 Epoch 49 Batch 639/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.872 Epoch 49 Batch 640/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.871 Epoch 49 Batch 641/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.819 Epoch 49 Batch 642/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.825 Epoch 49 Batch 643/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.927 Epoch 49 Batch 644/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.881 Epoch 49 Batch 645/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.858 Epoch 49 Batch 646/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.898 Epoch 49 Batch 647/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.871 Epoch 49 Batch 648/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.839 Epoch 49 Batch 649/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.836 Epoch 49 Batch 650/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.906 Epoch 49 Batch 651/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.921 Epoch 49 Batch 652/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.935 Epoch 49 Batch 653/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.824 Epoch 49 Batch 654/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.839 Epoch 49 Batch 655/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.871 Epoch 49 Batch 656/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.860 Epoch 49 Batch 657/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.807 Epoch 49 Batch 658/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.851 Epoch 49 Batch 659/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.874 Epoch 49 Batch 660/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.851 Epoch 49 Batch 661/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.840 Epoch 49 Batch 662/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.878 Epoch 49 Batch 663/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.908 Epoch 49 Batch 664/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.892 Epoch 49 Batch 665/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.897 Epoch 49 Batch 666/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.866 Epoch 49 Batch 667/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.846 Epoch 49 Batch 668/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.833 Epoch 49 Batch 669/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.886 Epoch 49 Batch 670/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.232, Loss: 0.845 Epoch 49 Batch 671/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.872 Epoch 49 Batch 672/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.882 Epoch 49 Batch 673/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.856 Epoch 49 Batch 674/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.837 Epoch 49 Batch 675/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.943 Epoch 49 Batch 676/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.842 Epoch 49 Batch 677/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.863 Epoch 49 Batch 678/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.917 Epoch 49 Batch 679/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.831 Epoch 49 Batch 680/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.884 Epoch 49 Batch 681/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.868 Epoch 49 Batch 682/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.232, Loss: 0.900 Epoch 49 Batch 683/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.838 Epoch 49 Batch 684/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.878 Epoch 49 Batch 685/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.867 Epoch 49 Batch 686/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.904 Epoch 49 Batch 687/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.898 Epoch 49 Batch 688/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.915 Epoch 49 Batch 689/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.867 Epoch 49 Batch 690/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.873 Epoch 49 Batch 691/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.887 Epoch 49 Batch 692/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.853 Epoch 49 Batch 693/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.946 Epoch 49 Batch 694/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.904 Epoch 49 Batch 695/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.888 Epoch 49 Batch 696/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.915 Epoch 49 Batch 697/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.893 Epoch 49 Batch 698/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.878 Epoch 49 Batch 699/1077 - Train Accuracy: 0.107, Validation Accuracy: 0.232, Loss: 0.843 Epoch 49 Batch 700/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.861 Epoch 49 Batch 701/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.853 Epoch 49 Batch 702/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.888 Epoch 49 Batch 703/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.879 Epoch 49 Batch 704/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.933 Epoch 49 Batch 705/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.896 Epoch 49 Batch 706/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.885 Epoch 49 Batch 707/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.848 Epoch 49 Batch 708/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.886 Epoch 49 Batch 709/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.900 Epoch 49 Batch 710/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.914 Epoch 49 Batch 711/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.862 Epoch 49 Batch 712/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.876 Epoch 49 Batch 713/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.232, Loss: 0.822 Epoch 49 Batch 714/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.232, Loss: 0.863 Epoch 49 Batch 715/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.892 Epoch 49 Batch 716/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.807 Epoch 49 Batch 717/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.855 Epoch 49 Batch 718/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.865 Epoch 49 Batch 719/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.890 Epoch 49 Batch 720/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.826 Epoch 49 Batch 721/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.830 Epoch 49 Batch 722/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.858 Epoch 49 Batch 723/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.865 Epoch 49 Batch 724/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.906 Epoch 49 Batch 725/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.233, Loss: 0.863 Epoch 49 Batch 726/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.865 Epoch 49 Batch 727/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.874 Epoch 49 Batch 728/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.880 Epoch 49 Batch 729/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.858 Epoch 49 Batch 730/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.904 Epoch 49 Batch 731/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.875 Epoch 49 Batch 732/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.839 Epoch 49 Batch 733/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.939 Epoch 49 Batch 734/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.844 Epoch 49 Batch 735/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.922 Epoch 49 Batch 736/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.943 Epoch 49 Batch 737/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.894 Epoch 49 Batch 738/1077 - Train Accuracy: 0.289, Validation Accuracy: 0.233, Loss: 0.837 Epoch 49 Batch 739/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.877 Epoch 49 Batch 740/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.899 Epoch 49 Batch 741/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.956 Epoch 49 Batch 742/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.856 Epoch 49 Batch 743/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.854 Epoch 49 Batch 744/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.877 Epoch 49 Batch 745/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.937 Epoch 49 Batch 746/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.832 Epoch 49 Batch 747/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.854 Epoch 49 Batch 748/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.740 Epoch 49 Batch 749/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.824 Epoch 49 Batch 750/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.886 Epoch 49 Batch 751/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.879 Epoch 49 Batch 752/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.861 Epoch 49 Batch 753/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.905 Epoch 49 Batch 754/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.912 Epoch 49 Batch 755/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.891 Epoch 49 Batch 756/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.858 Epoch 49 Batch 757/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.908 Epoch 49 Batch 758/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.836 Epoch 49 Batch 759/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.885 Epoch 49 Batch 760/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.866 Epoch 49 Batch 761/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.818 Epoch 49 Batch 762/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.919 Epoch 49 Batch 763/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.824 Epoch 49 Batch 764/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.868 Epoch 49 Batch 765/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.877 Epoch 49 Batch 766/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.878 Epoch 49 Batch 767/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.920 Epoch 49 Batch 768/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.833 Epoch 49 Batch 769/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.865 Epoch 49 Batch 770/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 0.906 Epoch 49 Batch 771/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.837 Epoch 49 Batch 772/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.851 Epoch 49 Batch 773/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.895 Epoch 49 Batch 774/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.925 Epoch 49 Batch 775/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.826 Epoch 49 Batch 776/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.915 Epoch 49 Batch 777/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.881 Epoch 49 Batch 778/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.863 Epoch 49 Batch 779/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.840 Epoch 49 Batch 780/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.930 Epoch 49 Batch 781/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.918 Epoch 49 Batch 782/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.878 Epoch 49 Batch 783/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.854 Epoch 49 Batch 784/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.868 Epoch 49 Batch 785/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.889 Epoch 49 Batch 786/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.893 Epoch 49 Batch 787/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.886 Epoch 49 Batch 788/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.926 Epoch 49 Batch 789/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.878 Epoch 49 Batch 790/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.896 Epoch 49 Batch 791/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.893 Epoch 49 Batch 792/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.948 Epoch 49 Batch 793/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.867 Epoch 49 Batch 794/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.866 Epoch 49 Batch 795/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.901 Epoch 49 Batch 796/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.915 Epoch 49 Batch 797/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.931 Epoch 49 Batch 798/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.882 Epoch 49 Batch 799/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.881 Epoch 49 Batch 800/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.863 Epoch 49 Batch 801/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.834 Epoch 49 Batch 802/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.921 Epoch 49 Batch 803/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.896 Epoch 49 Batch 804/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.842 Epoch 49 Batch 805/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.845 Epoch 49 Batch 806/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.895 Epoch 49 Batch 807/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.863 Epoch 49 Batch 808/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.902 Epoch 49 Batch 809/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.915 Epoch 49 Batch 810/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.863 Epoch 49 Batch 811/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.935 Epoch 49 Batch 812/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.861 Epoch 49 Batch 813/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.890 Epoch 49 Batch 814/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.915 Epoch 49 Batch 815/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.794 Epoch 49 Batch 816/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.901 Epoch 49 Batch 817/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.909 Epoch 49 Batch 818/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.866 Epoch 49 Batch 819/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.884 Epoch 49 Batch 820/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.926 Epoch 49 Batch 821/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.810 Epoch 49 Batch 822/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.852 Epoch 49 Batch 823/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.896 Epoch 49 Batch 824/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.859 Epoch 49 Batch 825/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.874 Epoch 49 Batch 826/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.886 Epoch 49 Batch 827/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.854 Epoch 49 Batch 828/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.825 Epoch 49 Batch 829/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.897 Epoch 49 Batch 830/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.911 Epoch 49 Batch 831/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.233, Loss: 0.820 Epoch 49 Batch 832/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.910 Epoch 49 Batch 833/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.924 Epoch 49 Batch 834/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.232, Loss: 0.855 Epoch 49 Batch 835/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.841 Epoch 49 Batch 836/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.838 Epoch 49 Batch 837/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.868 Epoch 49 Batch 838/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.886 Epoch 49 Batch 839/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.907 Epoch 49 Batch 840/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.883 Epoch 49 Batch 841/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.819 Epoch 49 Batch 842/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.908 Epoch 49 Batch 843/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.934 Epoch 49 Batch 844/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.919 Epoch 49 Batch 845/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.867 Epoch 49 Batch 846/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.909 Epoch 49 Batch 847/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.902 Epoch 49 Batch 848/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.838 Epoch 49 Batch 849/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.845 Epoch 49 Batch 850/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.926 Epoch 49 Batch 851/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.935 Epoch 49 Batch 852/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.883 Epoch 49 Batch 853/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.885 Epoch 49 Batch 854/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.862 Epoch 49 Batch 855/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.898 Epoch 49 Batch 856/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.842 Epoch 49 Batch 857/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.873 Epoch 49 Batch 858/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.901 Epoch 49 Batch 859/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.876 Epoch 49 Batch 860/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.861 Epoch 49 Batch 861/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.883 Epoch 49 Batch 862/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.890 Epoch 49 Batch 863/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.846 Epoch 49 Batch 864/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.844 Epoch 49 Batch 865/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.233, Loss: 0.916 Epoch 49 Batch 866/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.901 Epoch 49 Batch 867/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.928 Epoch 49 Batch 868/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.864 Epoch 49 Batch 869/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.902 Epoch 49 Batch 870/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.946 Epoch 49 Batch 871/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.855 Epoch 49 Batch 872/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.855 Epoch 49 Batch 873/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.889 Epoch 49 Batch 874/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.909 Epoch 49 Batch 875/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.905 Epoch 49 Batch 876/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.900 Epoch 49 Batch 877/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.872 Epoch 49 Batch 878/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.861 Epoch 49 Batch 879/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.812 Epoch 49 Batch 880/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.888 Epoch 49 Batch 881/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.884 Epoch 49 Batch 882/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.840 Epoch 49 Batch 883/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.842 Epoch 49 Batch 884/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.908 Epoch 49 Batch 885/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.233, Loss: 0.874 Epoch 49 Batch 886/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.873 Epoch 49 Batch 887/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.844 Epoch 49 Batch 888/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.917 Epoch 49 Batch 889/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.845 Epoch 49 Batch 890/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.847 Epoch 49 Batch 891/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.919 Epoch 49 Batch 892/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.958 Epoch 49 Batch 893/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.897 Epoch 49 Batch 894/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.850 Epoch 49 Batch 895/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.856 Epoch 49 Batch 896/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.899 Epoch 49 Batch 897/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.855 Epoch 49 Batch 898/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.871 Epoch 49 Batch 899/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.835 Epoch 49 Batch 900/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.926 Epoch 49 Batch 901/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.888 Epoch 49 Batch 902/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.903 Epoch 49 Batch 903/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.933 Epoch 49 Batch 904/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.870 Epoch 49 Batch 905/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.906 Epoch 49 Batch 906/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.854 Epoch 49 Batch 907/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.908 Epoch 49 Batch 908/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.923 Epoch 49 Batch 909/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.917 Epoch 49 Batch 910/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.893 Epoch 49 Batch 911/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.233, Loss: 0.916 Epoch 49 Batch 912/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.863 Epoch 49 Batch 913/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.847 Epoch 49 Batch 914/1077 - Train Accuracy: 0.301, Validation Accuracy: 0.233, Loss: 0.952 Epoch 49 Batch 915/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.869 Epoch 49 Batch 916/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.807 Epoch 49 Batch 917/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.905 Epoch 49 Batch 918/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.883 Epoch 49 Batch 919/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.232, Loss: 0.926 Epoch 49 Batch 920/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.882 Epoch 49 Batch 921/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.921 Epoch 49 Batch 922/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.905 Epoch 49 Batch 923/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 0.909 Epoch 49 Batch 924/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.233, Loss: 0.930 Epoch 49 Batch 925/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.909 Epoch 49 Batch 926/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.841 Epoch 49 Batch 927/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.921 Epoch 49 Batch 928/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.934 Epoch 49 Batch 929/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.871 Epoch 49 Batch 930/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.812 Epoch 49 Batch 931/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.871 Epoch 49 Batch 932/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.869 Epoch 49 Batch 933/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.879 Epoch 49 Batch 934/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.904 Epoch 49 Batch 935/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.859 Epoch 49 Batch 936/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.869 Epoch 49 Batch 937/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.899 Epoch 49 Batch 938/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.831 Epoch 49 Batch 939/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.886 Epoch 49 Batch 940/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.896 Epoch 49 Batch 941/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.902 Epoch 49 Batch 942/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.933 Epoch 49 Batch 943/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.853 Epoch 49 Batch 944/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.794 Epoch 49 Batch 945/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.872 Epoch 49 Batch 946/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.907 Epoch 49 Batch 947/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.868 Epoch 49 Batch 948/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.895 Epoch 49 Batch 949/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.863 Epoch 49 Batch 950/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.835 Epoch 49 Batch 951/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.863 Epoch 49 Batch 952/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.894 Epoch 49 Batch 953/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 0.857 Epoch 49 Batch 954/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.846 Epoch 49 Batch 955/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.830 Epoch 49 Batch 956/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.890 Epoch 49 Batch 957/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.886 Epoch 49 Batch 958/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.882 Epoch 49 Batch 959/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.902 Epoch 49 Batch 960/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.920 Epoch 49 Batch 961/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.893 Epoch 49 Batch 962/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.828 Epoch 49 Batch 963/1077 - Train Accuracy: 0.074, Validation Accuracy: 0.232, Loss: 0.892 Epoch 49 Batch 964/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.861 Epoch 49 Batch 965/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 0.849 Epoch 49 Batch 966/1077 - Train Accuracy: 0.266, Validation Accuracy: 0.232, Loss: 0.849 Epoch 49 Batch 967/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.866 Epoch 49 Batch 968/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.885 Epoch 49 Batch 969/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.886 Epoch 49 Batch 970/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.848 Epoch 49 Batch 971/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.915 Epoch 49 Batch 972/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.898 Epoch 49 Batch 973/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.939 Epoch 49 Batch 974/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.859 Epoch 49 Batch 975/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.851 Epoch 49 Batch 976/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.892 Epoch 49 Batch 977/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.848 Epoch 49 Batch 978/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.866 Epoch 49 Batch 979/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 0.889 Epoch 49 Batch 980/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.851 Epoch 49 Batch 981/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.844 Epoch 49 Batch 982/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.815 Epoch 49 Batch 983/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.851 Epoch 49 Batch 984/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.884 Epoch 49 Batch 985/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.911 Epoch 49 Batch 986/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.881 Epoch 49 Batch 987/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.861 Epoch 49 Batch 988/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.232, Loss: 0.867 Epoch 49 Batch 989/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.883 Epoch 49 Batch 990/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.916 Epoch 49 Batch 991/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.232, Loss: 0.877 Epoch 49 Batch 992/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.825 Epoch 49 Batch 993/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.975 Epoch 49 Batch 994/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.814 Epoch 49 Batch 995/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.928 Epoch 49 Batch 996/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.895 Epoch 49 Batch 997/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.884 Epoch 49 Batch 998/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.820 Epoch 49 Batch 999/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.927 Epoch 49 Batch 1000/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.866 Epoch 49 Batch 1001/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.231, Loss: 0.843 Epoch 49 Batch 1002/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.231, Loss: 0.852 Epoch 49 Batch 1003/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.231, Loss: 0.916 Epoch 49 Batch 1004/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.899 Epoch 49 Batch 1005/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.824 Epoch 49 Batch 1006/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.824 Epoch 49 Batch 1007/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.883 Epoch 49 Batch 1008/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.848 Epoch 49 Batch 1009/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.892 Epoch 49 Batch 1010/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.862 Epoch 49 Batch 1011/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.929 Epoch 49 Batch 1012/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.886 Epoch 49 Batch 1013/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.863 Epoch 49 Batch 1014/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.860 Epoch 49 Batch 1015/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.851 Epoch 49 Batch 1016/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.231, Loss: 0.945 Epoch 49 Batch 1017/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.232, Loss: 0.893 Epoch 49 Batch 1018/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.899 Epoch 49 Batch 1019/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.902 Epoch 49 Batch 1020/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.845 Epoch 49 Batch 1021/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.870 Epoch 49 Batch 1022/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.231, Loss: 0.883 Epoch 49 Batch 1023/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.231, Loss: 0.903 Epoch 49 Batch 1024/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.231, Loss: 0.910 Epoch 49 Batch 1025/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.913 Epoch 49 Batch 1026/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.859 Epoch 49 Batch 1027/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.923 Epoch 49 Batch 1028/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.920 Epoch 49 Batch 1029/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.963 Epoch 49 Batch 1030/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.887 Epoch 49 Batch 1031/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.872 Epoch 49 Batch 1032/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.888 Epoch 49 Batch 1033/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.871 Epoch 49 Batch 1034/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.907 Epoch 49 Batch 1035/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.888 Epoch 49 Batch 1036/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.895 Epoch 49 Batch 1037/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.902 Epoch 49 Batch 1038/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.885 Epoch 49 Batch 1039/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.883 Epoch 49 Batch 1040/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.985 Epoch 49 Batch 1041/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.856 Epoch 49 Batch 1042/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.834 Epoch 49 Batch 1043/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.872 Epoch 49 Batch 1044/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.846 Epoch 49 Batch 1045/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.833 Epoch 49 Batch 1046/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.232, Loss: 0.813 Epoch 49 Batch 1047/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.830 Epoch 49 Batch 1048/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.882 Epoch 49 Batch 1049/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.839 Epoch 49 Batch 1050/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.878 Epoch 49 Batch 1051/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.823 Epoch 49 Batch 1052/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.877 Epoch 49 Batch 1053/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.872 Epoch 49 Batch 1054/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.880 Epoch 49 Batch 1055/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.862 Epoch 49 Batch 1056/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.887 Epoch 49 Batch 1057/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.978 Epoch 49 Batch 1058/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.848 Epoch 49 Batch 1059/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.921 Epoch 49 Batch 1060/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.872 Epoch 49 Batch 1061/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.928 Epoch 49 Batch 1062/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.920 Epoch 49 Batch 1063/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.888 Epoch 49 Batch 1064/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.937 Epoch 49 Batch 1065/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.922 Epoch 49 Batch 1066/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.881 Epoch 49 Batch 1067/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.900 Epoch 49 Batch 1068/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.899 Epoch 49 Batch 1069/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.885 Epoch 49 Batch 1070/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.895 Epoch 49 Batch 1071/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.840 Epoch 49 Batch 1072/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.889 Epoch 49 Batch 1073/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.873 Epoch 49 Batch 1074/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.926 Epoch 49 Batch 1075/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.886 Epoch 50 Batch 0/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.916 Epoch 50 Batch 1/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.877 Epoch 50 Batch 2/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.889 Epoch 50 Batch 3/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.836 Epoch 50 Batch 4/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.873 Epoch 50 Batch 5/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.945 Epoch 50 Batch 6/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.886 Epoch 50 Batch 7/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.233, Loss: 0.883 Epoch 50 Batch 8/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.881 Epoch 50 Batch 9/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.864 Epoch 50 Batch 10/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.862 Epoch 50 Batch 11/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.867 Epoch 50 Batch 12/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.857 Epoch 50 Batch 13/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.895 Epoch 50 Batch 14/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.896 Epoch 50 Batch 15/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.801 Epoch 50 Batch 16/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.909 Epoch 50 Batch 17/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.924 Epoch 50 Batch 18/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.810 Epoch 50 Batch 19/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.912 Epoch 50 Batch 20/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.912 Epoch 50 Batch 21/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.911 Epoch 50 Batch 22/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.886 Epoch 50 Batch 23/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.863 Epoch 50 Batch 24/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.914 Epoch 50 Batch 25/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.856 Epoch 50 Batch 26/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.848 Epoch 50 Batch 27/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.879 Epoch 50 Batch 28/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.928 Epoch 50 Batch 29/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.876 Epoch 50 Batch 30/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.832 Epoch 50 Batch 31/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.929 Epoch 50 Batch 32/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.828 Epoch 50 Batch 33/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.845 Epoch 50 Batch 34/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.935 Epoch 50 Batch 35/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.837 Epoch 50 Batch 36/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.838 Epoch 50 Batch 37/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.825 Epoch 50 Batch 38/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.899 Epoch 50 Batch 39/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.900 Epoch 50 Batch 40/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.899 Epoch 50 Batch 41/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.858 Epoch 50 Batch 42/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.897 Epoch 50 Batch 43/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.232, Loss: 0.880 Epoch 50 Batch 44/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.881 Epoch 50 Batch 45/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.930 Epoch 50 Batch 46/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.232, Loss: 0.847 Epoch 50 Batch 47/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.912 Epoch 50 Batch 48/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.831 Epoch 50 Batch 49/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.232, Loss: 0.901 Epoch 50 Batch 50/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.875 Epoch 50 Batch 51/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.832 Epoch 50 Batch 52/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.915 Epoch 50 Batch 53/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.232, Loss: 0.933 Epoch 50 Batch 54/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.892 Epoch 50 Batch 55/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.890 Epoch 50 Batch 56/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.830 Epoch 50 Batch 57/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.232, Loss: 0.882 Epoch 50 Batch 58/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.878 Epoch 50 Batch 59/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.863 Epoch 50 Batch 60/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.812 Epoch 50 Batch 61/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.852 Epoch 50 Batch 62/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.871 Epoch 50 Batch 63/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.852 Epoch 50 Batch 64/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.861 Epoch 50 Batch 65/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.873 Epoch 50 Batch 66/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.232, Loss: 0.855 Epoch 50 Batch 67/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.889 Epoch 50 Batch 68/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.945 Epoch 50 Batch 69/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.896 Epoch 50 Batch 70/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.891 Epoch 50 Batch 71/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.871 Epoch 50 Batch 72/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.830 Epoch 50 Batch 73/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.819 Epoch 50 Batch 74/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.843 Epoch 50 Batch 75/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.920 Epoch 50 Batch 76/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.875 Epoch 50 Batch 77/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.875 Epoch 50 Batch 78/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.860 Epoch 50 Batch 79/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.925 Epoch 50 Batch 80/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.828 Epoch 50 Batch 81/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.232, Loss: 0.873 Epoch 50 Batch 82/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.232, Loss: 0.916 Epoch 50 Batch 83/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.847 Epoch 50 Batch 84/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.884 Epoch 50 Batch 85/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.900 Epoch 50 Batch 86/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.874 Epoch 50 Batch 87/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.853 Epoch 50 Batch 88/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.860 Epoch 50 Batch 89/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.917 Epoch 50 Batch 90/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.863 Epoch 50 Batch 91/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.873 Epoch 50 Batch 92/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.853 Epoch 50 Batch 93/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.849 Epoch 50 Batch 94/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.836 Epoch 50 Batch 95/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.848 Epoch 50 Batch 96/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.910 Epoch 50 Batch 97/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.851 Epoch 50 Batch 98/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.873 Epoch 50 Batch 99/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.841 Epoch 50 Batch 100/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.882 Epoch 50 Batch 101/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.231, Loss: 0.909 Epoch 50 Batch 102/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.882 Epoch 50 Batch 103/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.861 Epoch 50 Batch 104/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.231, Loss: 0.903 Epoch 50 Batch 105/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.874 Epoch 50 Batch 106/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.231, Loss: 0.868 Epoch 50 Batch 107/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.908 Epoch 50 Batch 108/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.232, Loss: 0.833 Epoch 50 Batch 109/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.841 Epoch 50 Batch 110/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.232, Loss: 0.899 Epoch 50 Batch 111/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.872 Epoch 50 Batch 112/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.880 Epoch 50 Batch 113/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.887 Epoch 50 Batch 114/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.891 Epoch 50 Batch 115/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.864 Epoch 50 Batch 116/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.939 Epoch 50 Batch 117/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.838 Epoch 50 Batch 118/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.838 Epoch 50 Batch 119/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.874 Epoch 50 Batch 120/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.885 Epoch 50 Batch 121/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.936 Epoch 50 Batch 122/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.879 Epoch 50 Batch 123/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.956 Epoch 50 Batch 124/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.945 Epoch 50 Batch 125/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.855 Epoch 50 Batch 126/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.871 Epoch 50 Batch 127/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.843 Epoch 50 Batch 128/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.970 Epoch 50 Batch 129/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.867 Epoch 50 Batch 130/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.865 Epoch 50 Batch 131/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.904 Epoch 50 Batch 132/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.882 Epoch 50 Batch 133/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.855 Epoch 50 Batch 134/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.870 Epoch 50 Batch 135/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.909 Epoch 50 Batch 136/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.844 Epoch 50 Batch 137/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.827 Epoch 50 Batch 138/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.853 Epoch 50 Batch 139/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.904 Epoch 50 Batch 140/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.842 Epoch 50 Batch 141/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.922 Epoch 50 Batch 142/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.856 Epoch 50 Batch 143/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.938 Epoch 50 Batch 144/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.881 Epoch 50 Batch 145/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.899 Epoch 50 Batch 146/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.906 Epoch 50 Batch 147/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.890 Epoch 50 Batch 148/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.969 Epoch 50 Batch 149/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.884 Epoch 50 Batch 150/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.938 Epoch 50 Batch 151/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.896 Epoch 50 Batch 152/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.807 Epoch 50 Batch 153/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.890 Epoch 50 Batch 154/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.888 Epoch 50 Batch 155/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.861 Epoch 50 Batch 156/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.826 Epoch 50 Batch 157/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.842 Epoch 50 Batch 158/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.878 Epoch 50 Batch 159/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.854 Epoch 50 Batch 160/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.871 Epoch 50 Batch 161/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.867 Epoch 50 Batch 162/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.858 Epoch 50 Batch 163/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.926 Epoch 50 Batch 164/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.849 Epoch 50 Batch 165/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.888 Epoch 50 Batch 166/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.919 Epoch 50 Batch 167/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.870 Epoch 50 Batch 168/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.883 Epoch 50 Batch 169/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.898 Epoch 50 Batch 170/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.885 Epoch 50 Batch 171/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.232, Loss: 0.914 Epoch 50 Batch 172/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.964 Epoch 50 Batch 173/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.232, Loss: 0.860 Epoch 50 Batch 174/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.814 Epoch 50 Batch 175/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.859 Epoch 50 Batch 176/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.863 Epoch 50 Batch 177/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.843 Epoch 50 Batch 178/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.901 Epoch 50 Batch 179/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.857 Epoch 50 Batch 180/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.848 Epoch 50 Batch 181/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.913 Epoch 50 Batch 182/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.891 Epoch 50 Batch 183/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.785 Epoch 50 Batch 184/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.908 Epoch 50 Batch 185/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.821 Epoch 50 Batch 186/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.885 Epoch 50 Batch 187/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.883 Epoch 50 Batch 188/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.900 Epoch 50 Batch 189/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.879 Epoch 50 Batch 190/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.904 Epoch 50 Batch 191/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.232, Loss: 0.918 Epoch 50 Batch 192/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.925 Epoch 50 Batch 193/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.911 Epoch 50 Batch 194/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.922 Epoch 50 Batch 195/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.892 Epoch 50 Batch 196/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.886 Epoch 50 Batch 197/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.865 Epoch 50 Batch 198/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.860 Epoch 50 Batch 199/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.839 Epoch 50 Batch 200/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.854 Epoch 50 Batch 201/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.844 Epoch 50 Batch 202/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.903 Epoch 50 Batch 203/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.869 Epoch 50 Batch 204/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.901 Epoch 50 Batch 205/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.897 Epoch 50 Batch 206/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.869 Epoch 50 Batch 207/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.888 Epoch 50 Batch 208/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.903 Epoch 50 Batch 209/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.893 Epoch 50 Batch 210/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.901 Epoch 50 Batch 211/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.848 Epoch 50 Batch 212/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.865 Epoch 50 Batch 213/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.857 Epoch 50 Batch 214/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.825 Epoch 50 Batch 215/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.895 Epoch 50 Batch 216/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.839 Epoch 50 Batch 217/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.879 Epoch 50 Batch 218/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.880 Epoch 50 Batch 219/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.919 Epoch 50 Batch 220/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.884 Epoch 50 Batch 221/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.868 Epoch 50 Batch 222/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.915 Epoch 50 Batch 223/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.812 Epoch 50 Batch 224/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.826 Epoch 50 Batch 225/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.859 Epoch 50 Batch 226/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.840 Epoch 50 Batch 227/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.911 Epoch 50 Batch 228/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.905 Epoch 50 Batch 229/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.928 Epoch 50 Batch 230/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.882 Epoch 50 Batch 231/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.914 Epoch 50 Batch 232/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.925 Epoch 50 Batch 233/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.847 Epoch 50 Batch 234/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.915 Epoch 50 Batch 235/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.882 Epoch 50 Batch 236/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.864 Epoch 50 Batch 237/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.869 Epoch 50 Batch 238/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.886 Epoch 50 Batch 239/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.870 Epoch 50 Batch 240/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.879 Epoch 50 Batch 241/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.842 Epoch 50 Batch 242/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.832 Epoch 50 Batch 243/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.921 Epoch 50 Batch 244/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.233, Loss: 0.882 Epoch 50 Batch 245/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.904 Epoch 50 Batch 246/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.880 Epoch 50 Batch 247/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.893 Epoch 50 Batch 248/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.895 Epoch 50 Batch 249/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.899 Epoch 50 Batch 250/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.232, Loss: 0.903 Epoch 50 Batch 251/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.852 Epoch 50 Batch 252/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.873 Epoch 50 Batch 253/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.822 Epoch 50 Batch 254/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.846 Epoch 50 Batch 255/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.911 Epoch 50 Batch 256/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.932 Epoch 50 Batch 257/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.920 Epoch 50 Batch 258/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.886 Epoch 50 Batch 259/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.928 Epoch 50 Batch 260/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.836 Epoch 50 Batch 261/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.930 Epoch 50 Batch 262/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.917 Epoch 50 Batch 263/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.232, Loss: 0.922 Epoch 50 Batch 264/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.856 Epoch 50 Batch 265/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.847 Epoch 50 Batch 266/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.956 Epoch 50 Batch 267/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.232, Loss: 0.847 Epoch 50 Batch 268/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.876 Epoch 50 Batch 269/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.909 Epoch 50 Batch 270/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.931 Epoch 50 Batch 271/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.879 Epoch 50 Batch 272/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.926 Epoch 50 Batch 273/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.875 Epoch 50 Batch 274/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.861 Epoch 50 Batch 275/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.907 Epoch 50 Batch 276/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.884 Epoch 50 Batch 277/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.832 Epoch 50 Batch 278/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.883 Epoch 50 Batch 279/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.816 Epoch 50 Batch 280/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.922 Epoch 50 Batch 281/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.884 Epoch 50 Batch 282/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.901 Epoch 50 Batch 283/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.908 Epoch 50 Batch 284/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.919 Epoch 50 Batch 285/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.919 Epoch 50 Batch 286/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.847 Epoch 50 Batch 287/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.883 Epoch 50 Batch 288/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.889 Epoch 50 Batch 289/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.903 Epoch 50 Batch 290/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.913 Epoch 50 Batch 291/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.865 Epoch 50 Batch 292/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.873 Epoch 50 Batch 293/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.906 Epoch 50 Batch 294/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.233, Loss: 0.880 Epoch 50 Batch 295/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.866 Epoch 50 Batch 296/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.854 Epoch 50 Batch 297/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.847 Epoch 50 Batch 298/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.879 Epoch 50 Batch 299/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.901 Epoch 50 Batch 300/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.830 Epoch 50 Batch 301/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.865 Epoch 50 Batch 302/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.905 Epoch 50 Batch 303/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.884 Epoch 50 Batch 304/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.871 Epoch 50 Batch 305/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.843 Epoch 50 Batch 306/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.947 Epoch 50 Batch 307/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.905 Epoch 50 Batch 308/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.863 Epoch 50 Batch 309/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.858 Epoch 50 Batch 310/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.903 Epoch 50 Batch 311/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.232, Loss: 0.863 Epoch 50 Batch 312/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.842 Epoch 50 Batch 313/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.863 Epoch 50 Batch 314/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.865 Epoch 50 Batch 315/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.880 Epoch 50 Batch 316/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.878 Epoch 50 Batch 317/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.892 Epoch 50 Batch 318/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.849 Epoch 50 Batch 319/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.868 Epoch 50 Batch 320/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.926 Epoch 50 Batch 321/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.848 Epoch 50 Batch 322/1077 - Train Accuracy: 0.182, Validation Accuracy: 0.232, Loss: 0.838 Epoch 50 Batch 323/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.865 Epoch 50 Batch 324/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.904 Epoch 50 Batch 325/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.856 Epoch 50 Batch 326/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.902 Epoch 50 Batch 327/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.862 Epoch 50 Batch 328/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.851 Epoch 50 Batch 329/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.877 Epoch 50 Batch 330/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.923 Epoch 50 Batch 331/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.881 Epoch 50 Batch 332/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.902 Epoch 50 Batch 333/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.819 Epoch 50 Batch 334/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.857 Epoch 50 Batch 335/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.883 Epoch 50 Batch 336/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.883 Epoch 50 Batch 337/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.872 Epoch 50 Batch 338/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.965 Epoch 50 Batch 339/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.868 Epoch 50 Batch 340/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.870 Epoch 50 Batch 341/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.878 Epoch 50 Batch 342/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.873 Epoch 50 Batch 343/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.906 Epoch 50 Batch 344/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.907 Epoch 50 Batch 345/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.899 Epoch 50 Batch 346/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.906 Epoch 50 Batch 347/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.856 Epoch 50 Batch 348/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.920 Epoch 50 Batch 349/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.961 Epoch 50 Batch 350/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.876 Epoch 50 Batch 351/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.931 Epoch 50 Batch 352/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.857 Epoch 50 Batch 353/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.899 Epoch 50 Batch 354/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.893 Epoch 50 Batch 355/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.872 Epoch 50 Batch 356/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.880 Epoch 50 Batch 357/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.907 Epoch 50 Batch 358/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.876 Epoch 50 Batch 359/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.899 Epoch 50 Batch 360/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.845 Epoch 50 Batch 361/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.887 Epoch 50 Batch 362/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.907 Epoch 50 Batch 363/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.948 Epoch 50 Batch 364/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.888 Epoch 50 Batch 365/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.889 Epoch 50 Batch 366/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.904 Epoch 50 Batch 367/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.867 Epoch 50 Batch 368/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.907 Epoch 50 Batch 369/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.854 Epoch 50 Batch 370/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.845 Epoch 50 Batch 371/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.834 Epoch 50 Batch 372/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.923 Epoch 50 Batch 373/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.878 Epoch 50 Batch 374/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.881 Epoch 50 Batch 375/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.233, Loss: 0.928 Epoch 50 Batch 376/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.910 Epoch 50 Batch 377/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.856 Epoch 50 Batch 378/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.850 Epoch 50 Batch 379/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.865 Epoch 50 Batch 380/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.865 Epoch 50 Batch 381/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.861 Epoch 50 Batch 382/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.873 Epoch 50 Batch 383/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.891 Epoch 50 Batch 384/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.873 Epoch 50 Batch 385/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.876 Epoch 50 Batch 386/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.905 Epoch 50 Batch 387/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.882 Epoch 50 Batch 388/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.233, Loss: 0.885 Epoch 50 Batch 389/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.899 Epoch 50 Batch 390/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.860 Epoch 50 Batch 391/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.896 Epoch 50 Batch 392/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.885 Epoch 50 Batch 393/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.810 Epoch 50 Batch 394/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.886 Epoch 50 Batch 395/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.875 Epoch 50 Batch 396/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.909 Epoch 50 Batch 397/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.883 Epoch 50 Batch 398/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.840 Epoch 50 Batch 399/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.875 Epoch 50 Batch 400/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.864 Epoch 50 Batch 401/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.875 Epoch 50 Batch 402/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.913 Epoch 50 Batch 403/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.918 Epoch 50 Batch 404/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.843 Epoch 50 Batch 405/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.902 Epoch 50 Batch 406/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.233, Loss: 0.895 Epoch 50 Batch 407/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.914 Epoch 50 Batch 408/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.887 Epoch 50 Batch 409/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.845 Epoch 50 Batch 410/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.232, Loss: 0.870 Epoch 50 Batch 411/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.876 Epoch 50 Batch 412/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.931 Epoch 50 Batch 413/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.882 Epoch 50 Batch 414/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.961 Epoch 50 Batch 415/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.880 Epoch 50 Batch 416/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.878 Epoch 50 Batch 417/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.852 Epoch 50 Batch 418/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.827 Epoch 50 Batch 419/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.876 Epoch 50 Batch 420/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.883 Epoch 50 Batch 421/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.882 Epoch 50 Batch 422/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.908 Epoch 50 Batch 423/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.880 Epoch 50 Batch 424/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.922 Epoch 50 Batch 425/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.896 Epoch 50 Batch 426/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.899 Epoch 50 Batch 427/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.849 Epoch 50 Batch 428/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.232, Loss: 0.887 Epoch 50 Batch 429/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.859 Epoch 50 Batch 430/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.872 Epoch 50 Batch 431/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.915 Epoch 50 Batch 432/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.868 Epoch 50 Batch 433/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.823 Epoch 50 Batch 434/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.828 Epoch 50 Batch 435/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.838 Epoch 50 Batch 436/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.859 Epoch 50 Batch 437/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.903 Epoch 50 Batch 438/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.840 Epoch 50 Batch 439/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.891 Epoch 50 Batch 440/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.874 Epoch 50 Batch 441/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.836 Epoch 50 Batch 442/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.849 Epoch 50 Batch 443/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.871 Epoch 50 Batch 444/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.892 Epoch 50 Batch 445/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.890 Epoch 50 Batch 446/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.881 Epoch 50 Batch 447/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.924 Epoch 50 Batch 448/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.847 Epoch 50 Batch 449/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.916 Epoch 50 Batch 450/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.908 Epoch 50 Batch 451/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.838 Epoch 50 Batch 452/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.888 Epoch 50 Batch 453/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.869 Epoch 50 Batch 454/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.852 Epoch 50 Batch 455/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.234, Loss: 0.874 Epoch 50 Batch 456/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.825 Epoch 50 Batch 457/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.899 Epoch 50 Batch 458/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.810 Epoch 50 Batch 459/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.877 Epoch 50 Batch 460/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.822 Epoch 50 Batch 461/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.898 Epoch 50 Batch 462/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.859 Epoch 50 Batch 463/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.902 Epoch 50 Batch 464/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.233, Loss: 0.825 Epoch 50 Batch 465/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.919 Epoch 50 Batch 466/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.939 Epoch 50 Batch 467/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.860 Epoch 50 Batch 468/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.880 Epoch 50 Batch 469/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.844 Epoch 50 Batch 470/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.847 Epoch 50 Batch 471/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.768 Epoch 50 Batch 472/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.886 Epoch 50 Batch 473/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.859 Epoch 50 Batch 474/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.903 Epoch 50 Batch 475/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.874 Epoch 50 Batch 476/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.233, Loss: 0.862 Epoch 50 Batch 477/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.233, Loss: 0.919 Epoch 50 Batch 478/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.868 Epoch 50 Batch 479/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.840 Epoch 50 Batch 480/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.856 Epoch 50 Batch 481/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.863 Epoch 50 Batch 482/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.868 Epoch 50 Batch 483/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.894 Epoch 50 Batch 484/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.867 Epoch 50 Batch 485/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.901 Epoch 50 Batch 486/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.942 Epoch 50 Batch 487/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.936 Epoch 50 Batch 488/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.874 Epoch 50 Batch 489/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.874 Epoch 50 Batch 490/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.786 Epoch 50 Batch 491/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.872 Epoch 50 Batch 492/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.234, Loss: 0.896 Epoch 50 Batch 493/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.821 Epoch 50 Batch 494/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.866 Epoch 50 Batch 495/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.234, Loss: 0.916 Epoch 50 Batch 496/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.926 Epoch 50 Batch 497/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.902 Epoch 50 Batch 498/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.877 Epoch 50 Batch 499/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.862 Epoch 50 Batch 500/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.849 Epoch 50 Batch 501/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.902 Epoch 50 Batch 502/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.858 Epoch 50 Batch 503/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.826 Epoch 50 Batch 504/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.930 Epoch 50 Batch 505/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.841 Epoch 50 Batch 506/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.878 Epoch 50 Batch 507/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.939 Epoch 50 Batch 508/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.884 Epoch 50 Batch 509/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.902 Epoch 50 Batch 510/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.856 Epoch 50 Batch 511/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.901 Epoch 50 Batch 512/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.889 Epoch 50 Batch 513/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.936 Epoch 50 Batch 514/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.916 Epoch 50 Batch 515/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.850 Epoch 50 Batch 516/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.892 Epoch 50 Batch 517/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.900 Epoch 50 Batch 518/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.829 Epoch 50 Batch 519/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.861 Epoch 50 Batch 520/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.901 Epoch 50 Batch 521/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.942 Epoch 50 Batch 522/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.885 Epoch 50 Batch 523/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.856 Epoch 50 Batch 524/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.954 Epoch 50 Batch 525/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.891 Epoch 50 Batch 526/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.885 Epoch 50 Batch 527/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.888 Epoch 50 Batch 528/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.893 Epoch 50 Batch 529/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.873 Epoch 50 Batch 530/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.845 Epoch 50 Batch 531/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.945 Epoch 50 Batch 532/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.825 Epoch 50 Batch 533/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.860 Epoch 50 Batch 534/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.913 Epoch 50 Batch 535/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.839 Epoch 50 Batch 536/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.836 Epoch 50 Batch 537/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.868 Epoch 50 Batch 538/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.863 Epoch 50 Batch 539/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.869 Epoch 50 Batch 540/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.901 Epoch 50 Batch 541/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.897 Epoch 50 Batch 542/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.821 Epoch 50 Batch 543/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.886 Epoch 50 Batch 544/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.859 Epoch 50 Batch 545/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.924 Epoch 50 Batch 546/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.855 Epoch 50 Batch 547/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.895 Epoch 50 Batch 548/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.921 Epoch 50 Batch 549/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.807 Epoch 50 Batch 550/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.925 Epoch 50 Batch 551/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.898 Epoch 50 Batch 552/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.906 Epoch 50 Batch 553/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.896 Epoch 50 Batch 554/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.791 Epoch 50 Batch 555/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.806 Epoch 50 Batch 556/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.859 Epoch 50 Batch 557/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.911 Epoch 50 Batch 558/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.891 Epoch 50 Batch 559/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.896 Epoch 50 Batch 560/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.887 Epoch 50 Batch 561/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.912 Epoch 50 Batch 562/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.885 Epoch 50 Batch 563/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.943 Epoch 50 Batch 564/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.901 Epoch 50 Batch 565/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.863 Epoch 50 Batch 566/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.897 Epoch 50 Batch 567/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.861 Epoch 50 Batch 568/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.880 Epoch 50 Batch 569/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.793 Epoch 50 Batch 570/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.872 Epoch 50 Batch 571/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.856 Epoch 50 Batch 572/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.881 Epoch 50 Batch 573/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.904 Epoch 50 Batch 574/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.845 Epoch 50 Batch 575/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.856 Epoch 50 Batch 576/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.927 Epoch 50 Batch 577/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.915 Epoch 50 Batch 578/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.861 Epoch 50 Batch 579/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.813 Epoch 50 Batch 580/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.884 Epoch 50 Batch 581/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.836 Epoch 50 Batch 582/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.851 Epoch 50 Batch 583/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.887 Epoch 50 Batch 584/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.894 Epoch 50 Batch 585/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.871 Epoch 50 Batch 586/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.862 Epoch 50 Batch 587/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.873 Epoch 50 Batch 588/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.793 Epoch 50 Batch 589/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.910 Epoch 50 Batch 590/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.874 Epoch 50 Batch 591/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.883 Epoch 50 Batch 592/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.899 Epoch 50 Batch 593/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.832 Epoch 50 Batch 594/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.945 Epoch 50 Batch 595/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.896 Epoch 50 Batch 596/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.857 Epoch 50 Batch 597/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.890 Epoch 50 Batch 598/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.855 Epoch 50 Batch 599/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.910 Epoch 50 Batch 600/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.813 Epoch 50 Batch 601/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.864 Epoch 50 Batch 602/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.950 Epoch 50 Batch 603/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.914 Epoch 50 Batch 604/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.933 Epoch 50 Batch 605/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.821 Epoch 50 Batch 606/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.889 Epoch 50 Batch 607/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.233, Loss: 0.887 Epoch 50 Batch 608/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.904 Epoch 50 Batch 609/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.927 Epoch 50 Batch 610/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.853 Epoch 50 Batch 611/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.922 Epoch 50 Batch 612/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.851 Epoch 50 Batch 613/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.824 Epoch 50 Batch 614/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.862 Epoch 50 Batch 615/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.904 Epoch 50 Batch 616/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.913 Epoch 50 Batch 617/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.234, Loss: 0.830 Epoch 50 Batch 618/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.881 Epoch 50 Batch 619/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.233, Loss: 0.881 Epoch 50 Batch 620/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.844 Epoch 50 Batch 621/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.876 Epoch 50 Batch 622/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.872 Epoch 50 Batch 623/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.894 Epoch 50 Batch 624/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.871 Epoch 50 Batch 625/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.828 Epoch 50 Batch 626/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.233, Loss: 0.883 Epoch 50 Batch 627/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.886 Epoch 50 Batch 628/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.960 Epoch 50 Batch 629/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.870 Epoch 50 Batch 630/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.859 Epoch 50 Batch 631/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.913 Epoch 50 Batch 632/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.881 Epoch 50 Batch 633/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.831 Epoch 50 Batch 634/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.848 Epoch 50 Batch 635/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.892 Epoch 50 Batch 636/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.889 Epoch 50 Batch 637/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.910 Epoch 50 Batch 638/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.844 Epoch 50 Batch 639/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.879 Epoch 50 Batch 640/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.842 Epoch 50 Batch 641/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.918 Epoch 50 Batch 642/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.855 Epoch 50 Batch 643/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.879 Epoch 50 Batch 644/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.895 Epoch 50 Batch 645/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.846 Epoch 50 Batch 646/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.892 Epoch 50 Batch 647/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.927 Epoch 50 Batch 648/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.868 Epoch 50 Batch 649/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.897 Epoch 50 Batch 650/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.867 Epoch 50 Batch 651/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.862 Epoch 50 Batch 652/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.836 Epoch 50 Batch 653/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.881 Epoch 50 Batch 654/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.873 Epoch 50 Batch 655/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.904 Epoch 50 Batch 656/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.942 Epoch 50 Batch 657/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.881 Epoch 50 Batch 658/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.855 Epoch 50 Batch 659/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.894 Epoch 50 Batch 660/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.873 Epoch 50 Batch 661/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.865 Epoch 50 Batch 662/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.877 Epoch 50 Batch 663/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.908 Epoch 50 Batch 664/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.870 Epoch 50 Batch 665/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.900 Epoch 50 Batch 666/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.232, Loss: 0.825 Epoch 50 Batch 667/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.835 Epoch 50 Batch 668/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.858 Epoch 50 Batch 669/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.872 Epoch 50 Batch 670/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.232, Loss: 0.830 Epoch 50 Batch 671/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.881 Epoch 50 Batch 672/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.888 Epoch 50 Batch 673/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.860 Epoch 50 Batch 674/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.873 Epoch 50 Batch 675/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.942 Epoch 50 Batch 676/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.876 Epoch 50 Batch 677/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.873 Epoch 50 Batch 678/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.879 Epoch 50 Batch 679/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.882 Epoch 50 Batch 680/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.866 Epoch 50 Batch 681/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.920 Epoch 50 Batch 682/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.233, Loss: 0.904 Epoch 50 Batch 683/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.917 Epoch 50 Batch 684/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.870 Epoch 50 Batch 685/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.899 Epoch 50 Batch 686/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.835 Epoch 50 Batch 687/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.819 Epoch 50 Batch 688/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.934 Epoch 50 Batch 689/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.871 Epoch 50 Batch 690/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.867 Epoch 50 Batch 691/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.861 Epoch 50 Batch 692/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.871 Epoch 50 Batch 693/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.828 Epoch 50 Batch 694/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.870 Epoch 50 Batch 695/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.907 Epoch 50 Batch 696/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.856 Epoch 50 Batch 697/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.878 Epoch 50 Batch 698/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.884 Epoch 50 Batch 699/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.234, Loss: 0.842 Epoch 50 Batch 700/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.870 Epoch 50 Batch 701/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.916 Epoch 50 Batch 702/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.915 Epoch 50 Batch 703/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.920 Epoch 50 Batch 704/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.841 Epoch 50 Batch 705/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.874 Epoch 50 Batch 706/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.859 Epoch 50 Batch 707/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.882 Epoch 50 Batch 708/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.842 Epoch 50 Batch 709/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.890 Epoch 50 Batch 710/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.901 Epoch 50 Batch 711/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.840 Epoch 50 Batch 712/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.828 Epoch 50 Batch 713/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.233, Loss: 0.860 Epoch 50 Batch 714/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.233, Loss: 0.855 Epoch 50 Batch 715/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.929 Epoch 50 Batch 716/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.845 Epoch 50 Batch 717/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.846 Epoch 50 Batch 718/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.853 Epoch 50 Batch 719/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.881 Epoch 50 Batch 720/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.856 Epoch 50 Batch 721/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.880 Epoch 50 Batch 722/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.866 Epoch 50 Batch 723/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.870 Epoch 50 Batch 724/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.890 Epoch 50 Batch 725/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 0.932 Epoch 50 Batch 726/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.849 Epoch 50 Batch 727/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.828 Epoch 50 Batch 728/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.880 Epoch 50 Batch 729/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.834 Epoch 50 Batch 730/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.910 Epoch 50 Batch 731/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.234, Loss: 0.929 Epoch 50 Batch 732/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.918 Epoch 50 Batch 733/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.885 Epoch 50 Batch 734/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.857 Epoch 50 Batch 735/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.817 Epoch 50 Batch 736/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.810 Epoch 50 Batch 737/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.895 Epoch 50 Batch 738/1077 - Train Accuracy: 0.290, Validation Accuracy: 0.234, Loss: 0.835 Epoch 50 Batch 739/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.842 Epoch 50 Batch 740/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.928 Epoch 50 Batch 741/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.888 Epoch 50 Batch 742/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.934 Epoch 50 Batch 743/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.871 Epoch 50 Batch 744/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.864 Epoch 50 Batch 745/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.875 Epoch 50 Batch 746/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.902 Epoch 50 Batch 747/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.924 Epoch 50 Batch 748/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.861 Epoch 50 Batch 749/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.855 Epoch 50 Batch 750/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.898 Epoch 50 Batch 751/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.822 Epoch 50 Batch 752/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.858 Epoch 50 Batch 753/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.856 Epoch 50 Batch 754/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.907 Epoch 50 Batch 755/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.936 Epoch 50 Batch 756/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.903 Epoch 50 Batch 757/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.868 Epoch 50 Batch 758/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.869 Epoch 50 Batch 759/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.907 Epoch 50 Batch 760/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.899 Epoch 50 Batch 761/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.912 Epoch 50 Batch 762/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.873 Epoch 50 Batch 763/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.900 Epoch 50 Batch 764/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.893 Epoch 50 Batch 765/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.826 Epoch 50 Batch 766/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.872 Epoch 50 Batch 767/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.936 Epoch 50 Batch 768/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.918 Epoch 50 Batch 769/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.871 Epoch 50 Batch 770/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.851 Epoch 50 Batch 771/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.828 Epoch 50 Batch 772/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.876 Epoch 50 Batch 773/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.835 Epoch 50 Batch 774/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.878 Epoch 50 Batch 775/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.926 Epoch 50 Batch 776/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.832 Epoch 50 Batch 777/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.875 Epoch 50 Batch 778/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.862 Epoch 50 Batch 779/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.910 Epoch 50 Batch 780/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.901 Epoch 50 Batch 781/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.881 Epoch 50 Batch 782/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.885 Epoch 50 Batch 783/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.875 Epoch 50 Batch 784/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.847 Epoch 50 Batch 785/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.857 Epoch 50 Batch 786/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.843 Epoch 50 Batch 787/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.873 Epoch 50 Batch 788/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.913 Epoch 50 Batch 789/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.785 Epoch 50 Batch 790/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.880 Epoch 50 Batch 791/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.878 Epoch 50 Batch 792/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.861 Epoch 50 Batch 793/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.949 Epoch 50 Batch 794/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.856 Epoch 50 Batch 795/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.895 Epoch 50 Batch 796/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.818 Epoch 50 Batch 797/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.868 Epoch 50 Batch 798/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.860 Epoch 50 Batch 799/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.898 Epoch 50 Batch 800/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.840 Epoch 50 Batch 801/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.913 Epoch 50 Batch 802/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.885 Epoch 50 Batch 803/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.822 Epoch 50 Batch 804/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.869 Epoch 50 Batch 805/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.901 Epoch 50 Batch 806/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.829 Epoch 50 Batch 807/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.826 Epoch 50 Batch 808/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.874 Epoch 50 Batch 809/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.946 Epoch 50 Batch 810/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.883 Epoch 50 Batch 811/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.814 Epoch 50 Batch 812/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.847 Epoch 50 Batch 813/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.888 Epoch 50 Batch 814/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.897 Epoch 50 Batch 815/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.879 Epoch 50 Batch 816/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.848 Epoch 50 Batch 817/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.861 Epoch 50 Batch 818/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.925 Epoch 50 Batch 819/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.858 Epoch 50 Batch 820/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.890 Epoch 50 Batch 821/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.875 Epoch 50 Batch 822/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.852 Epoch 50 Batch 823/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.847 Epoch 50 Batch 824/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.921 Epoch 50 Batch 825/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.866 Epoch 50 Batch 826/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.819 Epoch 50 Batch 827/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.927 Epoch 50 Batch 828/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.911 Epoch 50 Batch 829/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.900 Epoch 50 Batch 830/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.879 Epoch 50 Batch 831/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.234, Loss: 0.850 Epoch 50 Batch 832/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.852 Epoch 50 Batch 833/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.857 Epoch 50 Batch 834/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.234, Loss: 0.926 Epoch 50 Batch 835/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.897 Epoch 50 Batch 836/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.868 Epoch 50 Batch 837/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.882 Epoch 50 Batch 838/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.850 Epoch 50 Batch 839/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.858 Epoch 50 Batch 840/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.834 Epoch 50 Batch 841/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.851 Epoch 50 Batch 842/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.878 Epoch 50 Batch 843/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.828 Epoch 50 Batch 844/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.836 Epoch 50 Batch 845/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.876 Epoch 50 Batch 846/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.893 Epoch 50 Batch 847/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 0.867 Epoch 50 Batch 848/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.867 Epoch 50 Batch 849/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.848 Epoch 50 Batch 850/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.916 Epoch 50 Batch 851/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.947 Epoch 50 Batch 852/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.888 Epoch 50 Batch 853/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.810 Epoch 50 Batch 854/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.937 Epoch 50 Batch 855/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.838 Epoch 50 Batch 856/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.232, Loss: 0.902 Epoch 50 Batch 857/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.858 Epoch 50 Batch 858/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.884 Epoch 50 Batch 859/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.842 Epoch 50 Batch 860/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.837 Epoch 50 Batch 861/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.900 Epoch 50 Batch 862/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.859 Epoch 50 Batch 863/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.891 Epoch 50 Batch 864/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.888 Epoch 50 Batch 865/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.233, Loss: 0.831 Epoch 50 Batch 866/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.892 Epoch 50 Batch 867/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.905 Epoch 50 Batch 868/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.881 Epoch 50 Batch 869/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.867 Epoch 50 Batch 870/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.234, Loss: 0.913 Epoch 50 Batch 871/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.865 Epoch 50 Batch 872/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.870 Epoch 50 Batch 873/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.887 Epoch 50 Batch 874/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.887 Epoch 50 Batch 875/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.820 Epoch 50 Batch 876/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.921 Epoch 50 Batch 877/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.912 Epoch 50 Batch 878/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.893 Epoch 50 Batch 879/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.826 Epoch 50 Batch 880/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.942 Epoch 50 Batch 881/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.858 Epoch 50 Batch 882/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.841 Epoch 50 Batch 883/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.234, Loss: 0.892 Epoch 50 Batch 884/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.830 Epoch 50 Batch 885/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.233, Loss: 0.893 Epoch 50 Batch 886/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.890 Epoch 50 Batch 887/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.863 Epoch 50 Batch 888/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.902 Epoch 50 Batch 889/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.868 Epoch 50 Batch 890/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 0.887 Epoch 50 Batch 891/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.902 Epoch 50 Batch 892/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.854 Epoch 50 Batch 893/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.890 Epoch 50 Batch 894/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.855 Epoch 50 Batch 895/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.902 Epoch 50 Batch 896/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.909 Epoch 50 Batch 897/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.892 Epoch 50 Batch 898/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.919 Epoch 50 Batch 899/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.916 Epoch 50 Batch 900/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.904 Epoch 50 Batch 901/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.904 Epoch 50 Batch 902/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.894 Epoch 50 Batch 903/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.787 Epoch 50 Batch 904/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.917 Epoch 50 Batch 905/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.887 Epoch 50 Batch 906/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.888 Epoch 50 Batch 907/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.874 Epoch 50 Batch 908/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.937 Epoch 50 Batch 909/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.887 Epoch 50 Batch 910/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.902 Epoch 50 Batch 911/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.233, Loss: 0.895 Epoch 50 Batch 912/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.936 Epoch 50 Batch 913/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.890 Epoch 50 Batch 914/1077 - Train Accuracy: 0.304, Validation Accuracy: 0.233, Loss: 0.945 Epoch 50 Batch 915/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.885 Epoch 50 Batch 916/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.886 Epoch 50 Batch 917/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.844 Epoch 50 Batch 918/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.902 Epoch 50 Batch 919/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.233, Loss: 0.883 Epoch 50 Batch 920/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.849 Epoch 50 Batch 921/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.786 Epoch 50 Batch 922/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.841 Epoch 50 Batch 923/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 0.860 Epoch 50 Batch 924/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.233, Loss: 0.881 Epoch 50 Batch 925/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.904 Epoch 50 Batch 926/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.876 Epoch 50 Batch 927/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.957 Epoch 50 Batch 928/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.901 Epoch 50 Batch 929/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.888 Epoch 50 Batch 930/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.855 Epoch 50 Batch 931/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.934 Epoch 50 Batch 932/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.931 Epoch 50 Batch 933/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.904 Epoch 50 Batch 934/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.846 Epoch 50 Batch 935/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.882 Epoch 50 Batch 936/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.892 Epoch 50 Batch 937/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.234, Loss: 0.858 Epoch 50 Batch 938/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.895 Epoch 50 Batch 939/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.886 Epoch 50 Batch 940/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.821 Epoch 50 Batch 941/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.861 Epoch 50 Batch 942/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.858 Epoch 50 Batch 943/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.911 Epoch 50 Batch 944/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.864 Epoch 50 Batch 945/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.877 Epoch 50 Batch 946/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.949 Epoch 50 Batch 947/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.899 Epoch 50 Batch 948/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.911 Epoch 50 Batch 949/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 0.895 Epoch 50 Batch 950/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.875 Epoch 50 Batch 951/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.847 Epoch 50 Batch 952/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.882 Epoch 50 Batch 953/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.234, Loss: 0.921 Epoch 50 Batch 954/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.848 Epoch 50 Batch 955/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.879 Epoch 50 Batch 956/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.923 Epoch 50 Batch 957/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.820 Epoch 50 Batch 958/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.858 Epoch 50 Batch 959/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.918 Epoch 50 Batch 960/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.907 Epoch 50 Batch 961/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.826 Epoch 50 Batch 962/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.850 Epoch 50 Batch 963/1077 - Train Accuracy: 0.075, Validation Accuracy: 0.233, Loss: 0.870 Epoch 50 Batch 964/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.806 Epoch 50 Batch 965/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.234, Loss: 0.841 Epoch 50 Batch 966/1077 - Train Accuracy: 0.271, Validation Accuracy: 0.234, Loss: 0.947 Epoch 50 Batch 967/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.847 Epoch 50 Batch 968/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.810 Epoch 50 Batch 969/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.871 Epoch 50 Batch 970/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.913 Epoch 50 Batch 971/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.893 Epoch 50 Batch 972/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.847 Epoch 50 Batch 973/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.896 Epoch 50 Batch 974/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.827 Epoch 50 Batch 975/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.234, Loss: 0.879 Epoch 50 Batch 976/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 0.881 Epoch 50 Batch 977/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 0.867 Epoch 50 Batch 978/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.936 Epoch 50 Batch 979/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.234, Loss: 0.911 Epoch 50 Batch 980/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.833 Epoch 50 Batch 981/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.890 Epoch 50 Batch 982/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.876 Epoch 50 Batch 983/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.889 Epoch 50 Batch 984/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.903 Epoch 50 Batch 985/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.878 Epoch 50 Batch 986/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.840 Epoch 50 Batch 987/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.889 Epoch 50 Batch 988/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.234, Loss: 0.851 Epoch 50 Batch 989/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.900 Epoch 50 Batch 990/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 0.899 Epoch 50 Batch 991/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.233, Loss: 0.786 Epoch 50 Batch 992/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.971 Epoch 50 Batch 993/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.870 Epoch 50 Batch 994/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.891 Epoch 50 Batch 995/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.919 Epoch 50 Batch 996/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.821 Epoch 50 Batch 997/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.808 Epoch 50 Batch 998/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.876 Epoch 50 Batch 999/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.935 Epoch 50 Batch 1000/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.927 Epoch 50 Batch 1001/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.233, Loss: 0.832 Epoch 50 Batch 1002/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.233, Loss: 0.933 Epoch 50 Batch 1003/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.891 Epoch 50 Batch 1004/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.847 Epoch 50 Batch 1005/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.889 Epoch 50 Batch 1006/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.888 Epoch 50 Batch 1007/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.889 Epoch 50 Batch 1008/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.871 Epoch 50 Batch 1009/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.888 Epoch 50 Batch 1010/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.872 Epoch 50 Batch 1011/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.856 Epoch 50 Batch 1012/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.233, Loss: 0.848 Epoch 50 Batch 1013/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.868 Epoch 50 Batch 1014/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.836 Epoch 50 Batch 1015/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.923 Epoch 50 Batch 1016/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.846 Epoch 50 Batch 1017/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.233, Loss: 0.916 Epoch 50 Batch 1018/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.862 Epoch 50 Batch 1019/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.830 Epoch 50 Batch 1020/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.887 Epoch 50 Batch 1021/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.849 Epoch 50 Batch 1022/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.793 Epoch 50 Batch 1023/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.233, Loss: 0.962 Epoch 50 Batch 1024/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.914 Epoch 50 Batch 1025/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.840 Epoch 50 Batch 1026/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.792 Epoch 50 Batch 1027/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.928 Epoch 50 Batch 1028/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.921 Epoch 50 Batch 1029/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.840 Epoch 50 Batch 1030/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.828 Epoch 50 Batch 1031/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.925 Epoch 50 Batch 1032/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.956 Epoch 50 Batch 1033/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.882 Epoch 50 Batch 1034/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.836 Epoch 50 Batch 1035/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.869 Epoch 50 Batch 1036/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.884 Epoch 50 Batch 1037/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.867 Epoch 50 Batch 1038/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.860 Epoch 50 Batch 1039/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.870 Epoch 50 Batch 1040/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.881 Epoch 50 Batch 1041/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.867 Epoch 50 Batch 1042/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.800 Epoch 50 Batch 1043/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.867 Epoch 50 Batch 1044/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.942 Epoch 50 Batch 1045/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.850 Epoch 50 Batch 1046/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.877 Epoch 50 Batch 1047/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.872 Epoch 50 Batch 1048/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.899 Epoch 50 Batch 1049/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.942 Epoch 50 Batch 1050/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.827 Epoch 50 Batch 1051/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.909 Epoch 50 Batch 1052/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.923 Epoch 50 Batch 1053/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.958 Epoch 50 Batch 1054/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.921 Epoch 50 Batch 1055/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.888 Epoch 50 Batch 1056/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.841 Epoch 50 Batch 1057/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.957 Epoch 50 Batch 1058/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.845 Epoch 50 Batch 1059/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.851 Epoch 50 Batch 1060/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.865 Epoch 50 Batch 1061/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.810 Epoch 50 Batch 1062/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.885 Epoch 50 Batch 1063/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.860 Epoch 50 Batch 1064/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.862 Epoch 50 Batch 1065/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.854 Epoch 50 Batch 1066/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.890 Epoch 50 Batch 1067/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.925 Epoch 50 Batch 1068/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.895 Epoch 50 Batch 1069/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.850 Epoch 50 Batch 1070/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.886 Epoch 50 Batch 1071/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.826 Epoch 50 Batch 1072/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.891 Epoch 50 Batch 1073/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.957 Epoch 50 Batch 1074/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.855 Epoch 50 Batch 1075/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.890 Epoch 51 Batch 0/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.884 Epoch 51 Batch 1/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.850 Epoch 51 Batch 2/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 0.878 Epoch 51 Batch 3/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 0.904 Epoch 51 Batch 4/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.848 Epoch 51 Batch 5/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.881 Epoch 51 Batch 6/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.852 Epoch 51 Batch 7/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.233, Loss: 0.909 Epoch 51 Batch 8/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.938 Epoch 51 Batch 9/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.893 Epoch 51 Batch 10/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.820 Epoch 51 Batch 11/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.888 Epoch 51 Batch 12/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.930 Epoch 51 Batch 13/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.233, Loss: 0.917 Epoch 51 Batch 14/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.900 Epoch 51 Batch 15/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.865 Epoch 51 Batch 16/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.839 Epoch 51 Batch 17/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.859 Epoch 51 Batch 18/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.875 Epoch 51 Batch 19/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.922 Epoch 51 Batch 20/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.897 Epoch 51 Batch 21/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.849 Epoch 51 Batch 22/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.867 Epoch 51 Batch 23/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.922 Epoch 51 Batch 24/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.825 Epoch 51 Batch 25/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.919 Epoch 51 Batch 26/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.874 Epoch 51 Batch 27/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.874 Epoch 51 Batch 28/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.940 Epoch 51 Batch 29/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.851 Epoch 51 Batch 30/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.848 Epoch 51 Batch 31/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.819 Epoch 51 Batch 32/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.802 Epoch 51 Batch 33/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.867 Epoch 51 Batch 34/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.869 Epoch 51 Batch 35/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.824 Epoch 51 Batch 36/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.900 Epoch 51 Batch 37/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.867 Epoch 51 Batch 38/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.234, Loss: 0.868 Epoch 51 Batch 39/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.795 Epoch 51 Batch 40/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.877 Epoch 51 Batch 41/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.816 Epoch 51 Batch 42/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.855 Epoch 51 Batch 43/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.234, Loss: 0.851 Epoch 51 Batch 44/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.930 Epoch 51 Batch 45/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.874 Epoch 51 Batch 46/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.234, Loss: 0.750 Epoch 51 Batch 47/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.893 Epoch 51 Batch 48/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.942 Epoch 51 Batch 49/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.234, Loss: 0.868 Epoch 51 Batch 50/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.880 Epoch 51 Batch 51/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.878 Epoch 51 Batch 52/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 0.884 Epoch 51 Batch 53/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.235, Loss: 0.936 Epoch 51 Batch 54/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 0.875 Epoch 51 Batch 55/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.891 Epoch 51 Batch 56/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.898 Epoch 51 Batch 57/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.234, Loss: 0.888 Epoch 51 Batch 58/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.905 Epoch 51 Batch 59/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.859 Epoch 51 Batch 60/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.862 Epoch 51 Batch 61/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.875 Epoch 51 Batch 62/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.925 Epoch 51 Batch 63/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.890 Epoch 51 Batch 64/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.868 Epoch 51 Batch 65/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.820 Epoch 51 Batch 66/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.233, Loss: 0.869 Epoch 51 Batch 67/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.896 Epoch 51 Batch 68/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.873 Epoch 51 Batch 69/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.909 Epoch 51 Batch 70/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.881 Epoch 51 Batch 71/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.871 Epoch 51 Batch 72/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.941 Epoch 51 Batch 73/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.869 Epoch 51 Batch 74/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.907 Epoch 51 Batch 75/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.853 Epoch 51 Batch 76/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.948 Epoch 51 Batch 77/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.872 Epoch 51 Batch 78/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.911 Epoch 51 Batch 79/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.845 Epoch 51 Batch 80/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.960 Epoch 51 Batch 81/1077 - Train Accuracy: 0.173, Validation Accuracy: 0.234, Loss: 0.860 Epoch 51 Batch 82/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.234, Loss: 0.836 Epoch 51 Batch 83/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.855 Epoch 51 Batch 84/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.856 Epoch 51 Batch 85/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.872 Epoch 51 Batch 86/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.960 Epoch 51 Batch 87/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.844 Epoch 51 Batch 88/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.856 Epoch 51 Batch 89/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.789 Epoch 51 Batch 90/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.904 Epoch 51 Batch 91/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.876 Epoch 51 Batch 92/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.913 Epoch 51 Batch 93/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.881 Epoch 51 Batch 94/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.802 Epoch 51 Batch 95/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.890 Epoch 51 Batch 96/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.831 Epoch 51 Batch 97/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.923 Epoch 51 Batch 98/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.894 Epoch 51 Batch 99/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.904 Epoch 51 Batch 100/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.879 Epoch 51 Batch 101/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.837 Epoch 51 Batch 102/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.900 Epoch 51 Batch 103/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.858 Epoch 51 Batch 104/1077 - Train Accuracy: 0.103, Validation Accuracy: 0.233, Loss: 0.830 Epoch 51 Batch 105/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.855 Epoch 51 Batch 106/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.233, Loss: 0.896 Epoch 51 Batch 107/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.878 Epoch 51 Batch 108/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.234, Loss: 0.889 Epoch 51 Batch 109/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.880 Epoch 51 Batch 110/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.915 Epoch 51 Batch 111/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.917 Epoch 51 Batch 112/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.897 Epoch 51 Batch 113/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.924 Epoch 51 Batch 114/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.896 Epoch 51 Batch 115/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.883 Epoch 51 Batch 116/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.918 Epoch 51 Batch 117/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.868 Epoch 51 Batch 118/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.849 Epoch 51 Batch 119/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.933 Epoch 51 Batch 120/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.834 Epoch 51 Batch 121/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.937 Epoch 51 Batch 122/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.865 Epoch 51 Batch 123/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.883 Epoch 51 Batch 124/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.908 Epoch 51 Batch 125/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.883 Epoch 51 Batch 126/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.882 Epoch 51 Batch 127/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.861 Epoch 51 Batch 128/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.866 Epoch 51 Batch 129/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.891 Epoch 51 Batch 130/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.864 Epoch 51 Batch 131/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.884 Epoch 51 Batch 132/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.931 Epoch 51 Batch 133/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.864 Epoch 51 Batch 134/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.837 Epoch 51 Batch 135/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 0.941 Epoch 51 Batch 136/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.864 Epoch 51 Batch 137/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.894 Epoch 51 Batch 138/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.861 Epoch 51 Batch 139/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.847 Epoch 51 Batch 140/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.896 Epoch 51 Batch 141/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.860 Epoch 51 Batch 142/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 0.864 Epoch 51 Batch 143/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 0.931 Epoch 51 Batch 144/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.924 Epoch 51 Batch 145/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.882 Epoch 51 Batch 146/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.894 Epoch 51 Batch 147/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.901 Epoch 51 Batch 148/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 0.894 Epoch 51 Batch 149/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.884 Epoch 51 Batch 150/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.870 Epoch 51 Batch 151/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.871 Epoch 51 Batch 152/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.913 Epoch 51 Batch 153/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.889 Epoch 51 Batch 154/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.875 Epoch 51 Batch 155/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.847 Epoch 51 Batch 156/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.879 Epoch 51 Batch 157/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.926 Epoch 51 Batch 158/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.910 Epoch 51 Batch 159/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.846 Epoch 51 Batch 160/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.919 Epoch 51 Batch 161/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.780 Epoch 51 Batch 162/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.886 Epoch 51 Batch 163/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.898 Epoch 51 Batch 164/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.825 Epoch 51 Batch 165/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.849 Epoch 51 Batch 166/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.870 Epoch 51 Batch 167/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.909 Epoch 51 Batch 168/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.862 Epoch 51 Batch 169/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.839 Epoch 51 Batch 170/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.234, Loss: 0.897 Epoch 51 Batch 171/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.234, Loss: 0.952 Epoch 51 Batch 172/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.918 Epoch 51 Batch 173/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 0.856 Epoch 51 Batch 174/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.841 Epoch 51 Batch 175/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.928 Epoch 51 Batch 176/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.855 Epoch 51 Batch 177/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.879 Epoch 51 Batch 178/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.877 Epoch 51 Batch 179/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.857 Epoch 51 Batch 180/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.897 Epoch 51 Batch 181/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.851 Epoch 51 Batch 182/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.883 Epoch 51 Batch 183/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.951 Epoch 51 Batch 184/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.876 Epoch 51 Batch 185/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.903 Epoch 51 Batch 186/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.866 Epoch 51 Batch 187/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.869 Epoch 51 Batch 188/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.795 Epoch 51 Batch 189/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.833 Epoch 51 Batch 190/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.902 Epoch 51 Batch 191/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.233, Loss: 0.890 Epoch 51 Batch 192/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.872 Epoch 51 Batch 193/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.882 Epoch 51 Batch 194/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.857 Epoch 51 Batch 195/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.885 Epoch 51 Batch 196/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.847 Epoch 51 Batch 197/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.858 Epoch 51 Batch 198/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.897 Epoch 51 Batch 199/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.872 Epoch 51 Batch 200/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.900 Epoch 51 Batch 201/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.877 Epoch 51 Batch 202/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.790 Epoch 51 Batch 203/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.912 Epoch 51 Batch 204/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.872 Epoch 51 Batch 205/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.870 Epoch 51 Batch 206/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.920 Epoch 51 Batch 207/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.832 Epoch 51 Batch 208/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.901 Epoch 51 Batch 209/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.860 Epoch 51 Batch 210/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.875 Epoch 51 Batch 211/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.899 Epoch 51 Batch 212/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.892 Epoch 51 Batch 213/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.888 Epoch 51 Batch 214/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.872 Epoch 51 Batch 215/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.924 Epoch 51 Batch 216/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.885 Epoch 51 Batch 217/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.885 Epoch 51 Batch 218/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.893 Epoch 51 Batch 219/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.856 Epoch 51 Batch 220/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.871 Epoch 51 Batch 221/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.903 Epoch 51 Batch 222/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.889 Epoch 51 Batch 223/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.820 Epoch 51 Batch 224/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.864 Epoch 51 Batch 225/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.880 Epoch 51 Batch 226/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.823 Epoch 51 Batch 227/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.875 Epoch 51 Batch 228/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.892 Epoch 51 Batch 229/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.879 Epoch 51 Batch 230/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.861 Epoch 51 Batch 231/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.851 Epoch 51 Batch 232/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.848 Epoch 51 Batch 233/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.928 Epoch 51 Batch 234/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.871 Epoch 51 Batch 235/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.843 Epoch 51 Batch 236/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.847 Epoch 51 Batch 237/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.905 Epoch 51 Batch 238/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.234, Loss: 0.854 Epoch 51 Batch 239/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.899 Epoch 51 Batch 240/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.893 Epoch 51 Batch 241/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.865 Epoch 51 Batch 242/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.840 Epoch 51 Batch 243/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.933 Epoch 51 Batch 244/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.233, Loss: 0.865 Epoch 51 Batch 245/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.851 Epoch 51 Batch 246/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.864 Epoch 51 Batch 247/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.831 Epoch 51 Batch 248/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.851 Epoch 51 Batch 249/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.824 Epoch 51 Batch 250/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.233, Loss: 0.862 Epoch 51 Batch 251/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.861 Epoch 51 Batch 252/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.826 Epoch 51 Batch 253/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.234, Loss: 0.865 Epoch 51 Batch 254/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.834 Epoch 51 Batch 255/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.884 Epoch 51 Batch 256/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.901 Epoch 51 Batch 257/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.843 Epoch 51 Batch 258/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.885 Epoch 51 Batch 259/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.864 Epoch 51 Batch 260/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.904 Epoch 51 Batch 261/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.850 Epoch 51 Batch 262/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.935 Epoch 51 Batch 263/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.853 Epoch 51 Batch 264/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.862 Epoch 51 Batch 265/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.850 Epoch 51 Batch 266/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.864 Epoch 51 Batch 267/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.233, Loss: 0.853 Epoch 51 Batch 268/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.932 Epoch 51 Batch 269/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.928 Epoch 51 Batch 270/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.908 Epoch 51 Batch 271/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.942 Epoch 51 Batch 272/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.909 Epoch 51 Batch 273/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.829 Epoch 51 Batch 274/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.935 Epoch 51 Batch 275/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.858 Epoch 51 Batch 276/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.938 Epoch 51 Batch 277/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.828 Epoch 51 Batch 278/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.872 Epoch 51 Batch 279/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.899 Epoch 51 Batch 280/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.940 Epoch 51 Batch 281/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.938 Epoch 51 Batch 282/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.877 Epoch 51 Batch 283/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.908 Epoch 51 Batch 284/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.854 Epoch 51 Batch 285/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.865 Epoch 51 Batch 286/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.895 Epoch 51 Batch 287/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.838 Epoch 51 Batch 288/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.871 Epoch 51 Batch 289/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.866 Epoch 51 Batch 290/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.858 Epoch 51 Batch 291/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.880 Epoch 51 Batch 292/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.910 Epoch 51 Batch 293/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.871 Epoch 51 Batch 294/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.233, Loss: 0.842 Epoch 51 Batch 295/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.884 Epoch 51 Batch 296/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.862 Epoch 51 Batch 297/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.867 Epoch 51 Batch 298/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.862 Epoch 51 Batch 299/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.851 Epoch 51 Batch 300/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 0.879 Epoch 51 Batch 301/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.875 Epoch 51 Batch 302/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.892 Epoch 51 Batch 303/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.233, Loss: 0.923 Epoch 51 Batch 304/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.914 Epoch 51 Batch 305/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.858 Epoch 51 Batch 306/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.889 Epoch 51 Batch 307/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.823 Epoch 51 Batch 308/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.893 Epoch 51 Batch 309/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.877 Epoch 51 Batch 310/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.815 Epoch 51 Batch 311/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.232, Loss: 0.837 Epoch 51 Batch 312/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.823 Epoch 51 Batch 313/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.874 Epoch 51 Batch 314/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.919 Epoch 51 Batch 315/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.952 Epoch 51 Batch 316/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.836 Epoch 51 Batch 317/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.920 Epoch 51 Batch 318/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.868 Epoch 51 Batch 319/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.882 Epoch 51 Batch 320/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.901 Epoch 51 Batch 321/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.821 Epoch 51 Batch 322/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.233, Loss: 0.860 Epoch 51 Batch 323/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.860 Epoch 51 Batch 324/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.908 Epoch 51 Batch 325/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.826 Epoch 51 Batch 326/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.846 Epoch 51 Batch 327/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.935 Epoch 51 Batch 328/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.919 Epoch 51 Batch 329/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.909 Epoch 51 Batch 330/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.860 Epoch 51 Batch 331/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.820 Epoch 51 Batch 332/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.864 Epoch 51 Batch 333/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.837 Epoch 51 Batch 334/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.875 Epoch 51 Batch 335/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.873 Epoch 51 Batch 336/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.947 Epoch 51 Batch 337/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.887 Epoch 51 Batch 338/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.874 Epoch 51 Batch 339/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.894 Epoch 51 Batch 340/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.877 Epoch 51 Batch 341/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.886 Epoch 51 Batch 342/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.893 Epoch 51 Batch 343/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.866 Epoch 51 Batch 344/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.903 Epoch 51 Batch 345/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.885 Epoch 51 Batch 346/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.909 Epoch 51 Batch 347/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.912 Epoch 51 Batch 348/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.883 Epoch 51 Batch 349/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.849 Epoch 51 Batch 350/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.889 Epoch 51 Batch 351/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.905 Epoch 51 Batch 352/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.853 Epoch 51 Batch 353/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.877 Epoch 51 Batch 354/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.879 Epoch 51 Batch 355/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.855 Epoch 51 Batch 356/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.906 Epoch 51 Batch 357/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.846 Epoch 51 Batch 358/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.905 Epoch 51 Batch 359/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.917 Epoch 51 Batch 360/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.889 Epoch 51 Batch 361/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.973 Epoch 51 Batch 362/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.859 Epoch 51 Batch 363/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.905 Epoch 51 Batch 364/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.852 Epoch 51 Batch 365/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.885 Epoch 51 Batch 366/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.848 Epoch 51 Batch 367/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.853 Epoch 51 Batch 368/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.855 Epoch 51 Batch 369/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.844 Epoch 51 Batch 370/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.869 Epoch 51 Batch 371/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.852 Epoch 51 Batch 372/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.877 Epoch 51 Batch 373/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.820 Epoch 51 Batch 374/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.854 Epoch 51 Batch 375/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.233, Loss: 0.872 Epoch 51 Batch 376/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.925 Epoch 51 Batch 377/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.918 Epoch 51 Batch 378/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.855 Epoch 51 Batch 379/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.882 Epoch 51 Batch 380/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.861 Epoch 51 Batch 381/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.883 Epoch 51 Batch 382/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.882 Epoch 51 Batch 383/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.881 Epoch 51 Batch 384/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.877 Epoch 51 Batch 385/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.943 Epoch 51 Batch 386/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.838 Epoch 51 Batch 387/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.887 Epoch 51 Batch 388/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.232, Loss: 0.931 Epoch 51 Batch 389/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.899 Epoch 51 Batch 390/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.890 Epoch 51 Batch 391/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.882 Epoch 51 Batch 392/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.862 Epoch 51 Batch 393/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.856 Epoch 51 Batch 394/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.892 Epoch 51 Batch 395/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.900 Epoch 51 Batch 396/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.854 Epoch 51 Batch 397/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.913 Epoch 51 Batch 398/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.891 Epoch 51 Batch 399/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.914 Epoch 51 Batch 400/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.882 Epoch 51 Batch 401/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.852 Epoch 51 Batch 402/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.855 Epoch 51 Batch 403/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.867 Epoch 51 Batch 404/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.913 Epoch 51 Batch 405/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.846 Epoch 51 Batch 406/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.232, Loss: 0.890 Epoch 51 Batch 407/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.911 Epoch 51 Batch 408/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.844 Epoch 51 Batch 409/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.919 Epoch 51 Batch 410/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 0.880 Epoch 51 Batch 411/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.231, Loss: 0.833 Epoch 51 Batch 412/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.882 Epoch 51 Batch 413/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.887 Epoch 51 Batch 414/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.882 Epoch 51 Batch 415/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.231, Loss: 0.882 Epoch 51 Batch 416/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.842 Epoch 51 Batch 417/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.824 Epoch 51 Batch 418/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.883 Epoch 51 Batch 419/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.834 Epoch 51 Batch 420/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.832 Epoch 51 Batch 421/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.952 Epoch 51 Batch 422/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.854 Epoch 51 Batch 423/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.890 Epoch 51 Batch 424/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.928 Epoch 51 Batch 425/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.899 Epoch 51 Batch 426/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.906 Epoch 51 Batch 427/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.894 Epoch 51 Batch 428/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.234, Loss: 0.847 Epoch 51 Batch 429/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.863 Epoch 51 Batch 430/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.859 Epoch 51 Batch 431/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.833 Epoch 51 Batch 432/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.892 Epoch 51 Batch 433/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.868 Epoch 51 Batch 434/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.874 Epoch 51 Batch 435/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.882 Epoch 51 Batch 436/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.813 Epoch 51 Batch 437/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.830 Epoch 51 Batch 438/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.816 Epoch 51 Batch 439/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.863 Epoch 51 Batch 440/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.971 Epoch 51 Batch 441/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.943 Epoch 51 Batch 442/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.850 Epoch 51 Batch 443/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.903 Epoch 51 Batch 444/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.828 Epoch 51 Batch 445/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.934 Epoch 51 Batch 446/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.907 Epoch 51 Batch 447/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.927 Epoch 51 Batch 448/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.862 Epoch 51 Batch 449/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.899 Epoch 51 Batch 450/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.907 Epoch 51 Batch 451/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.842 Epoch 51 Batch 452/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.882 Epoch 51 Batch 453/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.928 Epoch 51 Batch 454/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.917 Epoch 51 Batch 455/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.234, Loss: 0.902 Epoch 51 Batch 456/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.848 Epoch 51 Batch 457/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.873 Epoch 51 Batch 458/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.234, Loss: 0.837 Epoch 51 Batch 459/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.872 Epoch 51 Batch 460/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.891 Epoch 51 Batch 461/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.866 Epoch 51 Batch 462/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.832 Epoch 51 Batch 463/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.924 Epoch 51 Batch 464/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.233, Loss: 0.805 Epoch 51 Batch 465/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.894 Epoch 51 Batch 466/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.891 Epoch 51 Batch 467/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.858 Epoch 51 Batch 468/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.831 Epoch 51 Batch 469/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.912 Epoch 51 Batch 470/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.886 Epoch 51 Batch 471/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.963 Epoch 51 Batch 472/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.234, Loss: 0.823 Epoch 51 Batch 473/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.906 Epoch 51 Batch 474/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.933 Epoch 51 Batch 475/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.906 Epoch 51 Batch 476/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.234, Loss: 0.829 Epoch 51 Batch 477/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.234, Loss: 0.924 Epoch 51 Batch 478/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.836 Epoch 51 Batch 479/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.838 Epoch 51 Batch 480/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.826 Epoch 51 Batch 481/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.928 Epoch 51 Batch 482/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.873 Epoch 51 Batch 483/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.856 Epoch 51 Batch 484/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.913 Epoch 51 Batch 485/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.880 Epoch 51 Batch 486/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.881 Epoch 51 Batch 487/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.894 Epoch 51 Batch 488/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.825 Epoch 51 Batch 489/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.842 Epoch 51 Batch 490/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.808 Epoch 51 Batch 491/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.868 Epoch 51 Batch 492/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.920 Epoch 51 Batch 493/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.898 Epoch 51 Batch 494/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.911 Epoch 51 Batch 495/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.234, Loss: 0.905 Epoch 51 Batch 496/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.866 Epoch 51 Batch 497/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.923 Epoch 51 Batch 498/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.880 Epoch 51 Batch 499/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 0.842 Epoch 51 Batch 500/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.830 Epoch 51 Batch 501/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.838 Epoch 51 Batch 502/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.868 Epoch 51 Batch 503/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.857 Epoch 51 Batch 504/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.857 Epoch 51 Batch 505/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.857 Epoch 51 Batch 506/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.867 Epoch 51 Batch 507/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.842 Epoch 51 Batch 508/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.884 Epoch 51 Batch 509/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.885 Epoch 51 Batch 510/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.855 Epoch 51 Batch 511/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.898 Epoch 51 Batch 512/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.868 Epoch 51 Batch 513/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.846 Epoch 51 Batch 514/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.942 Epoch 51 Batch 515/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.904 Epoch 51 Batch 516/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.838 Epoch 51 Batch 517/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.824 Epoch 51 Batch 518/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.898 Epoch 51 Batch 519/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.885 Epoch 51 Batch 520/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.848 Epoch 51 Batch 521/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.903 Epoch 51 Batch 522/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.971 Epoch 51 Batch 523/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.925 Epoch 51 Batch 524/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.936 Epoch 51 Batch 525/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.874 Epoch 51 Batch 526/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.894 Epoch 51 Batch 527/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 0.835 Epoch 51 Batch 528/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.858 Epoch 51 Batch 529/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.891 Epoch 51 Batch 530/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.886 Epoch 51 Batch 531/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.916 Epoch 51 Batch 532/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.928 Epoch 51 Batch 533/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.770 Epoch 51 Batch 534/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.945 Epoch 51 Batch 535/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.835 Epoch 51 Batch 536/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.835 Epoch 51 Batch 537/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.915 Epoch 51 Batch 538/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.849 Epoch 51 Batch 539/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.949 Epoch 51 Batch 540/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.938 Epoch 51 Batch 541/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.869 Epoch 51 Batch 542/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.839 Epoch 51 Batch 543/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.872 Epoch 51 Batch 544/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.887 Epoch 51 Batch 545/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.880 Epoch 51 Batch 546/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.904 Epoch 51 Batch 547/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.864 Epoch 51 Batch 548/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.885 Epoch 51 Batch 549/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.818 Epoch 51 Batch 550/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.940 Epoch 51 Batch 551/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.863 Epoch 51 Batch 552/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.863 Epoch 51 Batch 553/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.903 Epoch 51 Batch 554/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.820 Epoch 51 Batch 555/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.760 Epoch 51 Batch 556/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.891 Epoch 51 Batch 557/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.875 Epoch 51 Batch 558/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.876 Epoch 51 Batch 559/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.828 Epoch 51 Batch 560/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.892 Epoch 51 Batch 561/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.888 Epoch 51 Batch 562/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.798 Epoch 51 Batch 563/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.912 Epoch 51 Batch 564/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.889 Epoch 51 Batch 565/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.873 Epoch 51 Batch 566/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.960 Epoch 51 Batch 567/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.819 Epoch 51 Batch 568/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.857 Epoch 51 Batch 569/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.890 Epoch 51 Batch 570/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 0.874 Epoch 51 Batch 571/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.864 Epoch 51 Batch 572/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.861 Epoch 51 Batch 573/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.896 Epoch 51 Batch 574/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.930 Epoch 51 Batch 575/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.866 Epoch 51 Batch 576/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.880 Epoch 51 Batch 577/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.864 Epoch 51 Batch 578/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.861 Epoch 51 Batch 579/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.913 Epoch 51 Batch 580/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.832 Epoch 51 Batch 581/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.896 Epoch 51 Batch 582/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.890 Epoch 51 Batch 583/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.888 Epoch 51 Batch 584/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.876 Epoch 51 Batch 585/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.810 Epoch 51 Batch 586/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.858 Epoch 51 Batch 587/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.913 Epoch 51 Batch 588/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.893 Epoch 51 Batch 589/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.856 Epoch 51 Batch 590/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.869 Epoch 51 Batch 591/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.233, Loss: 0.894 Epoch 51 Batch 592/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.889 Epoch 51 Batch 593/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.931 Epoch 51 Batch 594/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.938 Epoch 51 Batch 595/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.886 Epoch 51 Batch 596/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.874 Epoch 51 Batch 597/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.845 Epoch 51 Batch 598/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.880 Epoch 51 Batch 599/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.834 Epoch 51 Batch 600/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.839 Epoch 51 Batch 601/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.868 Epoch 51 Batch 602/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.865 Epoch 51 Batch 603/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.840 Epoch 51 Batch 604/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.904 Epoch 51 Batch 605/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.899 Epoch 51 Batch 606/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.853 Epoch 51 Batch 607/1077 - Train Accuracy: 0.240, Validation Accuracy: 0.234, Loss: 0.863 Epoch 51 Batch 608/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.876 Epoch 51 Batch 609/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.883 Epoch 51 Batch 610/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.913 Epoch 51 Batch 611/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.871 Epoch 51 Batch 612/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.874 Epoch 51 Batch 613/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.854 Epoch 51 Batch 614/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.879 Epoch 51 Batch 615/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.892 Epoch 51 Batch 616/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.868 Epoch 51 Batch 617/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.823 Epoch 51 Batch 618/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.865 Epoch 51 Batch 619/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.234, Loss: 0.855 Epoch 51 Batch 620/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.848 Epoch 51 Batch 621/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.888 Epoch 51 Batch 622/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.844 Epoch 51 Batch 623/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.828 Epoch 51 Batch 624/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.918 Epoch 51 Batch 625/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.867 Epoch 51 Batch 626/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.232, Loss: 0.859 Epoch 51 Batch 627/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.858 Epoch 51 Batch 628/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.860 Epoch 51 Batch 629/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.858 Epoch 51 Batch 630/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.877 Epoch 51 Batch 631/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.869 Epoch 51 Batch 632/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.861 Epoch 51 Batch 633/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.877 Epoch 51 Batch 634/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.919 Epoch 51 Batch 635/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.234, Loss: 0.890 Epoch 51 Batch 636/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.875 Epoch 51 Batch 637/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.855 Epoch 51 Batch 638/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.887 Epoch 51 Batch 639/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.873 Epoch 51 Batch 640/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.827 Epoch 51 Batch 641/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.910 Epoch 51 Batch 642/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.861 Epoch 51 Batch 643/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.896 Epoch 51 Batch 644/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.857 Epoch 51 Batch 645/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.847 Epoch 51 Batch 646/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.847 Epoch 51 Batch 647/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.870 Epoch 51 Batch 648/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.897 Epoch 51 Batch 649/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.927 Epoch 51 Batch 650/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.871 Epoch 51 Batch 651/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.908 Epoch 51 Batch 652/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.840 Epoch 51 Batch 653/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.861 Epoch 51 Batch 654/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.868 Epoch 51 Batch 655/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.916 Epoch 51 Batch 656/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.937 Epoch 51 Batch 657/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.941 Epoch 51 Batch 658/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.906 Epoch 51 Batch 659/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.836 Epoch 51 Batch 660/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.857 Epoch 51 Batch 661/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.865 Epoch 51 Batch 662/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.870 Epoch 51 Batch 663/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.847 Epoch 51 Batch 664/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.882 Epoch 51 Batch 665/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.916 Epoch 51 Batch 666/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.901 Epoch 51 Batch 667/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.841 Epoch 51 Batch 668/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.844 Epoch 51 Batch 669/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.947 Epoch 51 Batch 670/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.233, Loss: 0.824 Epoch 51 Batch 671/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.880 Epoch 51 Batch 672/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.873 Epoch 51 Batch 673/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.895 Epoch 51 Batch 674/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.835 Epoch 51 Batch 675/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.874 Epoch 51 Batch 676/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.867 Epoch 51 Batch 677/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.862 Epoch 51 Batch 678/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.877 Epoch 51 Batch 679/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.839 Epoch 51 Batch 680/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.900 Epoch 51 Batch 681/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.869 Epoch 51 Batch 682/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.233, Loss: 0.861 Epoch 51 Batch 683/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.844 Epoch 51 Batch 684/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.871 Epoch 51 Batch 685/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.919 Epoch 51 Batch 686/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.844 Epoch 51 Batch 687/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.916 Epoch 51 Batch 688/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.923 Epoch 51 Batch 689/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.874 Epoch 51 Batch 690/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.898 Epoch 51 Batch 691/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.897 Epoch 51 Batch 692/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.923 Epoch 51 Batch 693/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.869 Epoch 51 Batch 694/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 0.831 Epoch 51 Batch 695/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 0.907 Epoch 51 Batch 696/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.235, Loss: 0.893 Epoch 51 Batch 697/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 0.883 Epoch 51 Batch 698/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 0.844 Epoch 51 Batch 699/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.235, Loss: 0.903 Epoch 51 Batch 700/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 0.882 Epoch 51 Batch 701/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 0.791 Epoch 51 Batch 702/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.896 Epoch 51 Batch 703/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.877 Epoch 51 Batch 704/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.889 Epoch 51 Batch 705/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.886 Epoch 51 Batch 706/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.922 Epoch 51 Batch 707/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.891 Epoch 51 Batch 708/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.864 Epoch 51 Batch 709/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.909 Epoch 51 Batch 710/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.234, Loss: 0.857 Epoch 51 Batch 711/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.844 Epoch 51 Batch 712/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.881 Epoch 51 Batch 713/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.234, Loss: 0.863 Epoch 51 Batch 714/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.234, Loss: 0.904 Epoch 51 Batch 715/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.858 Epoch 51 Batch 716/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.890 Epoch 51 Batch 717/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.895 Epoch 51 Batch 718/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.881 Epoch 51 Batch 719/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.873 Epoch 51 Batch 720/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.901 Epoch 51 Batch 721/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.936 Epoch 51 Batch 722/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.904 Epoch 51 Batch 723/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.897 Epoch 51 Batch 724/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.836 Epoch 51 Batch 725/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 0.850 Epoch 51 Batch 726/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.860 Epoch 51 Batch 727/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.849 Epoch 51 Batch 728/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.899 Epoch 51 Batch 729/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.913 Epoch 51 Batch 730/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.920 Epoch 51 Batch 731/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 0.896 Epoch 51 Batch 732/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.842 Epoch 51 Batch 733/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.933 Epoch 51 Batch 734/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.914 Epoch 51 Batch 735/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.942 Epoch 51 Batch 736/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.856 Epoch 51 Batch 737/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.892 Epoch 51 Batch 738/1077 - Train Accuracy: 0.290, Validation Accuracy: 0.234, Loss: 0.881 Epoch 51 Batch 739/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.923 Epoch 51 Batch 740/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.846 Epoch 51 Batch 741/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.873 Epoch 51 Batch 742/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.912 Epoch 51 Batch 743/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.858 Epoch 51 Batch 744/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.866 Epoch 51 Batch 745/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.946 Epoch 51 Batch 746/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.899 Epoch 51 Batch 747/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.866 Epoch 51 Batch 748/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.863 Epoch 51 Batch 749/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.886 Epoch 51 Batch 750/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.841 Epoch 51 Batch 751/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.854 Epoch 51 Batch 752/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.892 Epoch 51 Batch 753/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.892 Epoch 51 Batch 754/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.872 Epoch 51 Batch 755/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.921 Epoch 51 Batch 756/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.900 Epoch 51 Batch 757/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.918 Epoch 51 Batch 758/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.845 Epoch 51 Batch 759/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.925 Epoch 51 Batch 760/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.803 Epoch 51 Batch 761/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.866 Epoch 51 Batch 762/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.848 Epoch 51 Batch 763/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.880 Epoch 51 Batch 764/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.826 Epoch 51 Batch 765/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.890 Epoch 51 Batch 766/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.848 Epoch 51 Batch 767/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.886 Epoch 51 Batch 768/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.856 Epoch 51 Batch 769/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.878 Epoch 51 Batch 770/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.883 Epoch 51 Batch 771/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.854 Epoch 51 Batch 772/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.882 Epoch 51 Batch 773/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.917 Epoch 51 Batch 774/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.869 Epoch 51 Batch 775/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.885 Epoch 51 Batch 776/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.899 Epoch 51 Batch 777/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.859 Epoch 51 Batch 778/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.877 Epoch 51 Batch 779/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.861 Epoch 51 Batch 780/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.888 Epoch 51 Batch 781/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.836 Epoch 51 Batch 782/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.833 Epoch 51 Batch 783/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.876 Epoch 51 Batch 784/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.843 Epoch 51 Batch 785/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.865 Epoch 51 Batch 786/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.854 Epoch 51 Batch 787/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.869 Epoch 51 Batch 788/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.878 Epoch 51 Batch 789/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.879 Epoch 51 Batch 790/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.865 Epoch 51 Batch 791/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.875 Epoch 51 Batch 792/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.874 Epoch 51 Batch 793/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 0.813 Epoch 51 Batch 794/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.843 Epoch 51 Batch 795/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.912 Epoch 51 Batch 796/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.857 Epoch 51 Batch 797/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.848 Epoch 51 Batch 798/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.884 Epoch 51 Batch 799/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.925 Epoch 51 Batch 800/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.942 Epoch 51 Batch 801/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.947 Epoch 51 Batch 802/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.884 Epoch 51 Batch 803/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.871 Epoch 51 Batch 804/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.867 Epoch 51 Batch 805/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.905 Epoch 51 Batch 806/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 0.858 Epoch 51 Batch 807/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.921 Epoch 51 Batch 808/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.889 Epoch 51 Batch 809/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.853 Epoch 51 Batch 810/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.908 Epoch 51 Batch 811/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.855 Epoch 51 Batch 812/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.890 Epoch 51 Batch 813/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.883 Epoch 51 Batch 814/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.908 Epoch 51 Batch 815/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.886 Epoch 51 Batch 816/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.861 Epoch 51 Batch 817/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.788 Epoch 51 Batch 818/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.850 Epoch 51 Batch 819/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.815 Epoch 51 Batch 820/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.925 Epoch 51 Batch 821/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.861 Epoch 51 Batch 822/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.857 Epoch 51 Batch 823/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.839 Epoch 51 Batch 824/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.829 Epoch 51 Batch 825/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.916 Epoch 51 Batch 826/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.942 Epoch 51 Batch 827/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.816 Epoch 51 Batch 828/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.902 Epoch 51 Batch 829/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.818 Epoch 51 Batch 830/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.876 Epoch 51 Batch 831/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.234, Loss: 0.879 Epoch 51 Batch 832/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.865 Epoch 51 Batch 833/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.832 Epoch 51 Batch 834/1077 - Train Accuracy: 0.238, Validation Accuracy: 0.234, Loss: 0.845 Epoch 51 Batch 835/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.889 Epoch 51 Batch 836/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 0.829 Epoch 51 Batch 837/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.850 Epoch 51 Batch 838/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.781 Epoch 51 Batch 839/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.893 Epoch 51 Batch 840/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.873 Epoch 51 Batch 841/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.902 Epoch 51 Batch 842/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.850 Epoch 51 Batch 843/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.893 Epoch 51 Batch 844/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.894 Epoch 51 Batch 845/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.873 Epoch 51 Batch 846/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.858 Epoch 51 Batch 847/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.925 Epoch 51 Batch 848/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.899 Epoch 51 Batch 849/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.838 Epoch 51 Batch 850/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.910 Epoch 51 Batch 851/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.869 Epoch 51 Batch 852/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.909 Epoch 51 Batch 853/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.875 Epoch 51 Batch 854/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.911 Epoch 51 Batch 855/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.934 Epoch 51 Batch 856/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.940 Epoch 51 Batch 857/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.834 Epoch 51 Batch 858/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.934 Epoch 51 Batch 859/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.234, Loss: 0.883 Epoch 51 Batch 860/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.896 Epoch 51 Batch 861/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.880 Epoch 51 Batch 862/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.882 Epoch 51 Batch 863/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.865 Epoch 51 Batch 864/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.906 Epoch 51 Batch 865/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.234, Loss: 0.880 Epoch 51 Batch 866/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.891 Epoch 51 Batch 867/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.884 Epoch 51 Batch 868/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.907 Epoch 51 Batch 869/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.792 Epoch 51 Batch 870/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.898 Epoch 51 Batch 871/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.832 Epoch 51 Batch 872/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.902 Epoch 51 Batch 873/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.826 Epoch 51 Batch 874/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.944 Epoch 51 Batch 875/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.867 Epoch 51 Batch 876/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.881 Epoch 51 Batch 877/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.877 Epoch 51 Batch 878/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.937 Epoch 51 Batch 879/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.798 Epoch 51 Batch 880/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.922 Epoch 51 Batch 881/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.893 Epoch 51 Batch 882/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.893 Epoch 51 Batch 883/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.865 Epoch 51 Batch 884/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.920 Epoch 51 Batch 885/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.233, Loss: 0.877 Epoch 51 Batch 886/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.850 Epoch 51 Batch 887/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.834 Epoch 51 Batch 888/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.860 Epoch 51 Batch 889/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.851 Epoch 51 Batch 890/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.934 Epoch 51 Batch 891/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.840 Epoch 51 Batch 892/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.877 Epoch 51 Batch 893/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.900 Epoch 51 Batch 894/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.881 Epoch 51 Batch 895/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.828 Epoch 51 Batch 896/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.898 Epoch 51 Batch 897/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.886 Epoch 51 Batch 898/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.867 Epoch 51 Batch 899/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.838 Epoch 51 Batch 900/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.873 Epoch 51 Batch 901/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.234, Loss: 0.879 Epoch 51 Batch 902/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.895 Epoch 51 Batch 903/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.834 Epoch 51 Batch 904/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.904 Epoch 51 Batch 905/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.878 Epoch 51 Batch 906/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.838 Epoch 51 Batch 907/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.962 Epoch 51 Batch 908/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.847 Epoch 51 Batch 909/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.869 Epoch 51 Batch 910/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.885 Epoch 51 Batch 911/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.233, Loss: 0.887 Epoch 51 Batch 912/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.893 Epoch 51 Batch 913/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.890 Epoch 51 Batch 914/1077 - Train Accuracy: 0.302, Validation Accuracy: 0.234, Loss: 0.902 Epoch 51 Batch 915/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.864 Epoch 51 Batch 916/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.897 Epoch 51 Batch 917/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.918 Epoch 51 Batch 918/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.886 Epoch 51 Batch 919/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.234, Loss: 0.891 Epoch 51 Batch 920/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.959 Epoch 51 Batch 921/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.869 Epoch 51 Batch 922/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.922 Epoch 51 Batch 923/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.234, Loss: 0.874 Epoch 51 Batch 924/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.234, Loss: 0.939 Epoch 51 Batch 925/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.234, Loss: 0.857 Epoch 51 Batch 926/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.905 Epoch 51 Batch 927/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.914 Epoch 51 Batch 928/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.901 Epoch 51 Batch 929/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.910 Epoch 51 Batch 930/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 0.876 Epoch 51 Batch 931/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.868 Epoch 51 Batch 932/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.234, Loss: 0.893 Epoch 51 Batch 933/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.840 Epoch 51 Batch 934/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.919 Epoch 51 Batch 935/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.754 Epoch 51 Batch 936/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.852 Epoch 51 Batch 937/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.234, Loss: 0.877 Epoch 51 Batch 938/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.924 Epoch 51 Batch 939/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.819 Epoch 51 Batch 940/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.880 Epoch 51 Batch 941/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.885 Epoch 51 Batch 942/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.841 Epoch 51 Batch 943/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.791 Epoch 51 Batch 944/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.818 Epoch 51 Batch 945/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.825 Epoch 51 Batch 946/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 0.823 Epoch 51 Batch 947/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.235, Loss: 0.866 Epoch 51 Batch 948/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 0.902 Epoch 51 Batch 949/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.235, Loss: 0.903 Epoch 51 Batch 950/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 0.898 Epoch 51 Batch 951/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 0.858 Epoch 51 Batch 952/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.913 Epoch 51 Batch 953/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.923 Epoch 51 Batch 954/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.885 Epoch 51 Batch 955/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.962 Epoch 51 Batch 956/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.939 Epoch 51 Batch 957/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.827 Epoch 51 Batch 958/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.874 Epoch 51 Batch 959/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.884 Epoch 51 Batch 960/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.854 Epoch 51 Batch 961/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.853 Epoch 51 Batch 962/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.849 Epoch 51 Batch 963/1077 - Train Accuracy: 0.076, Validation Accuracy: 0.234, Loss: 0.902 Epoch 51 Batch 964/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.859 Epoch 51 Batch 965/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.234, Loss: 0.879 Epoch 51 Batch 966/1077 - Train Accuracy: 0.268, Validation Accuracy: 0.234, Loss: 0.848 Epoch 51 Batch 967/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.899 Epoch 51 Batch 968/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.860 Epoch 51 Batch 969/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.886 Epoch 51 Batch 970/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.864 Epoch 51 Batch 971/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.895 Epoch 51 Batch 972/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.825 Epoch 51 Batch 973/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.858 Epoch 51 Batch 974/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.872 Epoch 51 Batch 975/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.233, Loss: 0.855 Epoch 51 Batch 976/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.802 Epoch 51 Batch 977/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.858 Epoch 51 Batch 978/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.907 Epoch 51 Batch 979/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.892 Epoch 51 Batch 980/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.850 Epoch 51 Batch 981/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.895 Epoch 51 Batch 982/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.892 Epoch 51 Batch 983/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.967 Epoch 51 Batch 984/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.876 Epoch 51 Batch 985/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.889 Epoch 51 Batch 986/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.956 Epoch 51 Batch 987/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.926 Epoch 51 Batch 988/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.233, Loss: 0.845 Epoch 51 Batch 989/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.875 Epoch 51 Batch 990/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.809 Epoch 51 Batch 991/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.233, Loss: 0.848 Epoch 51 Batch 992/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.861 Epoch 51 Batch 993/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.843 Epoch 51 Batch 994/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.877 Epoch 51 Batch 995/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.888 Epoch 51 Batch 996/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.840 Epoch 51 Batch 997/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.882 Epoch 51 Batch 998/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.889 Epoch 51 Batch 999/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.845 Epoch 51 Batch 1000/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.889 Epoch 51 Batch 1001/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.232, Loss: 0.832 Epoch 51 Batch 1002/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.864 Epoch 51 Batch 1003/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.873 Epoch 51 Batch 1004/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.860 Epoch 51 Batch 1005/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.873 Epoch 51 Batch 1006/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.893 Epoch 51 Batch 1007/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.853 Epoch 51 Batch 1008/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.903 Epoch 51 Batch 1009/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.873 Epoch 51 Batch 1010/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.922 Epoch 51 Batch 1011/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.910 Epoch 51 Batch 1012/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.896 Epoch 51 Batch 1013/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.848 Epoch 51 Batch 1014/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.892 Epoch 51 Batch 1015/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.912 Epoch 51 Batch 1016/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.921 Epoch 51 Batch 1017/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.233, Loss: 0.898 Epoch 51 Batch 1018/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.848 Epoch 51 Batch 1019/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.879 Epoch 51 Batch 1020/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.892 Epoch 51 Batch 1021/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.944 Epoch 51 Batch 1022/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.900 Epoch 51 Batch 1023/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.233, Loss: 0.882 Epoch 51 Batch 1024/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.870 Epoch 51 Batch 1025/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.879 Epoch 51 Batch 1026/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.874 Epoch 51 Batch 1027/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.869 Epoch 51 Batch 1028/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.882 Epoch 51 Batch 1029/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.844 Epoch 51 Batch 1030/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.812 Epoch 51 Batch 1031/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.883 Epoch 51 Batch 1032/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.908 Epoch 51 Batch 1033/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.829 Epoch 51 Batch 1034/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.925 Epoch 51 Batch 1035/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.856 Epoch 51 Batch 1036/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.928 Epoch 51 Batch 1037/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.866 Epoch 51 Batch 1038/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.854 Epoch 51 Batch 1039/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.870 Epoch 51 Batch 1040/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.848 Epoch 51 Batch 1041/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.965 Epoch 51 Batch 1042/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.885 Epoch 51 Batch 1043/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.894 Epoch 51 Batch 1044/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.838 Epoch 51 Batch 1045/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.866 Epoch 51 Batch 1046/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.869 Epoch 51 Batch 1047/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.904 Epoch 51 Batch 1048/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.864 Epoch 51 Batch 1049/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.851 Epoch 51 Batch 1050/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.828 Epoch 51 Batch 1051/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.912 Epoch 51 Batch 1052/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.865 Epoch 51 Batch 1053/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.870 Epoch 51 Batch 1054/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.949 Epoch 51 Batch 1055/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.924 Epoch 51 Batch 1056/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.918 Epoch 51 Batch 1057/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.900 Epoch 51 Batch 1058/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.858 Epoch 51 Batch 1059/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.233, Loss: 0.864 Epoch 51 Batch 1060/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.862 Epoch 51 Batch 1061/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.913 Epoch 51 Batch 1062/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.874 Epoch 51 Batch 1063/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.898 Epoch 51 Batch 1064/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.892 Epoch 51 Batch 1065/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.879 Epoch 51 Batch 1066/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.800 Epoch 51 Batch 1067/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.895 Epoch 51 Batch 1068/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.785 Epoch 51 Batch 1069/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.871 Epoch 51 Batch 1070/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.819 Epoch 51 Batch 1071/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.889 Epoch 51 Batch 1072/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.883 Epoch 51 Batch 1073/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.908 Epoch 51 Batch 1074/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.915 Epoch 51 Batch 1075/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.858 Epoch 52 Batch 0/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.885 Epoch 52 Batch 1/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.896 Epoch 52 Batch 2/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.893 Epoch 52 Batch 3/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.877 Epoch 52 Batch 4/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.876 Epoch 52 Batch 5/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.893 Epoch 52 Batch 6/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.885 Epoch 52 Batch 7/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.234, Loss: 0.876 Epoch 52 Batch 8/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.848 Epoch 52 Batch 9/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.829 Epoch 52 Batch 10/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.929 Epoch 52 Batch 11/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.891 Epoch 52 Batch 12/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.839 Epoch 52 Batch 13/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.234, Loss: 0.881 Epoch 52 Batch 14/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.913 Epoch 52 Batch 15/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.905 Epoch 52 Batch 16/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.867 Epoch 52 Batch 17/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.877 Epoch 52 Batch 18/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.895 Epoch 52 Batch 19/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.916 Epoch 52 Batch 20/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.852 Epoch 52 Batch 21/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.889 Epoch 52 Batch 22/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.966 Epoch 52 Batch 23/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.871 Epoch 52 Batch 24/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.849 Epoch 52 Batch 25/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.847 Epoch 52 Batch 26/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.848 Epoch 52 Batch 27/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.863 Epoch 52 Batch 28/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.870 Epoch 52 Batch 29/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.887 Epoch 52 Batch 30/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.839 Epoch 52 Batch 31/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.815 Epoch 52 Batch 32/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.849 Epoch 52 Batch 33/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.836 Epoch 52 Batch 34/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.851 Epoch 52 Batch 35/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.897 Epoch 52 Batch 36/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.859 Epoch 52 Batch 37/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.819 Epoch 52 Batch 38/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.234, Loss: 0.915 Epoch 52 Batch 39/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.809 Epoch 52 Batch 40/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.833 Epoch 52 Batch 41/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.873 Epoch 52 Batch 42/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.886 Epoch 52 Batch 43/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.233, Loss: 0.889 Epoch 52 Batch 44/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.891 Epoch 52 Batch 45/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.882 Epoch 52 Batch 46/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.233, Loss: 0.833 Epoch 52 Batch 47/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.892 Epoch 52 Batch 48/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.872 Epoch 52 Batch 49/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.234, Loss: 0.896 Epoch 52 Batch 50/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.909 Epoch 52 Batch 51/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.865 Epoch 52 Batch 52/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.885 Epoch 52 Batch 53/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.234, Loss: 0.825 Epoch 52 Batch 54/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.923 Epoch 52 Batch 55/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.850 Epoch 52 Batch 56/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.855 Epoch 52 Batch 57/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.234, Loss: 0.936 Epoch 52 Batch 58/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.908 Epoch 52 Batch 59/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.864 Epoch 52 Batch 60/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.871 Epoch 52 Batch 61/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.850 Epoch 52 Batch 62/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.881 Epoch 52 Batch 63/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.914 Epoch 52 Batch 64/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.866 Epoch 52 Batch 65/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.795 Epoch 52 Batch 66/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.234, Loss: 0.879 Epoch 52 Batch 67/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.869 Epoch 52 Batch 68/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.866 Epoch 52 Batch 69/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.828 Epoch 52 Batch 70/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.849 Epoch 52 Batch 71/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.887 Epoch 52 Batch 72/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.867 Epoch 52 Batch 73/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.876 Epoch 52 Batch 74/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.833 Epoch 52 Batch 75/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.883 Epoch 52 Batch 76/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.927 Epoch 52 Batch 77/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.882 Epoch 52 Batch 78/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.845 Epoch 52 Batch 79/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.931 Epoch 52 Batch 80/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.850 Epoch 52 Batch 81/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.233, Loss: 0.891 Epoch 52 Batch 82/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.233, Loss: 0.857 Epoch 52 Batch 83/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.901 Epoch 52 Batch 84/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.860 Epoch 52 Batch 85/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.894 Epoch 52 Batch 86/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.896 Epoch 52 Batch 87/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.846 Epoch 52 Batch 88/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.939 Epoch 52 Batch 89/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.870 Epoch 52 Batch 90/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.860 Epoch 52 Batch 91/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.965 Epoch 52 Batch 92/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.850 Epoch 52 Batch 93/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.882 Epoch 52 Batch 94/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.916 Epoch 52 Batch 95/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.870 Epoch 52 Batch 96/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.870 Epoch 52 Batch 97/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.876 Epoch 52 Batch 98/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.800 Epoch 52 Batch 99/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.871 Epoch 52 Batch 100/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.880 Epoch 52 Batch 101/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.872 Epoch 52 Batch 102/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.882 Epoch 52 Batch 103/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.881 Epoch 52 Batch 104/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.233, Loss: 0.825 Epoch 52 Batch 105/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.863 Epoch 52 Batch 106/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.233, Loss: 0.964 Epoch 52 Batch 107/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.844 Epoch 52 Batch 108/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.233, Loss: 0.797 Epoch 52 Batch 109/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.903 Epoch 52 Batch 110/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.862 Epoch 52 Batch 111/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.911 Epoch 52 Batch 112/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.861 Epoch 52 Batch 113/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.925 Epoch 52 Batch 114/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.909 Epoch 52 Batch 115/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.848 Epoch 52 Batch 116/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.907 Epoch 52 Batch 117/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.863 Epoch 52 Batch 118/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.876 Epoch 52 Batch 119/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.911 Epoch 52 Batch 120/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.884 Epoch 52 Batch 121/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.847 Epoch 52 Batch 122/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.860 Epoch 52 Batch 123/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.858 Epoch 52 Batch 124/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.824 Epoch 52 Batch 125/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.846 Epoch 52 Batch 126/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.898 Epoch 52 Batch 127/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.877 Epoch 52 Batch 128/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.920 Epoch 52 Batch 129/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.831 Epoch 52 Batch 130/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.867 Epoch 52 Batch 131/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.865 Epoch 52 Batch 132/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.923 Epoch 52 Batch 133/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.841 Epoch 52 Batch 134/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.894 Epoch 52 Batch 135/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.879 Epoch 52 Batch 136/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.919 Epoch 52 Batch 137/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.862 Epoch 52 Batch 138/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.955 Epoch 52 Batch 139/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.847 Epoch 52 Batch 140/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.928 Epoch 52 Batch 141/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.902 Epoch 52 Batch 142/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.873 Epoch 52 Batch 143/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.885 Epoch 52 Batch 144/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.838 Epoch 52 Batch 145/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.844 Epoch 52 Batch 146/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.915 Epoch 52 Batch 147/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.882 Epoch 52 Batch 148/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.888 Epoch 52 Batch 149/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.885 Epoch 52 Batch 150/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.885 Epoch 52 Batch 151/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.852 Epoch 52 Batch 152/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.880 Epoch 52 Batch 153/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.793 Epoch 52 Batch 154/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.894 Epoch 52 Batch 155/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.896 Epoch 52 Batch 156/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.893 Epoch 52 Batch 157/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.891 Epoch 52 Batch 158/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.902 Epoch 52 Batch 159/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.855 Epoch 52 Batch 160/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.883 Epoch 52 Batch 161/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.881 Epoch 52 Batch 162/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.869 Epoch 52 Batch 163/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.926 Epoch 52 Batch 164/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.880 Epoch 52 Batch 165/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.825 Epoch 52 Batch 166/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 0.929 Epoch 52 Batch 167/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.890 Epoch 52 Batch 168/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.846 Epoch 52 Batch 169/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.922 Epoch 52 Batch 170/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.849 Epoch 52 Batch 171/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.234, Loss: 0.912 Epoch 52 Batch 172/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.234, Loss: 0.883 Epoch 52 Batch 173/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.234, Loss: 0.883 Epoch 52 Batch 174/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.864 Epoch 52 Batch 175/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.849 Epoch 52 Batch 176/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.905 Epoch 52 Batch 177/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.810 Epoch 52 Batch 178/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.827 Epoch 52 Batch 179/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.234, Loss: 0.860 Epoch 52 Batch 180/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.916 Epoch 52 Batch 181/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.944 Epoch 52 Batch 182/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.925 Epoch 52 Batch 183/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.906 Epoch 52 Batch 184/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.898 Epoch 52 Batch 185/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.952 Epoch 52 Batch 186/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.854 Epoch 52 Batch 187/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.906 Epoch 52 Batch 188/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.881 Epoch 52 Batch 189/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.868 Epoch 52 Batch 190/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.916 Epoch 52 Batch 191/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.234, Loss: 0.935 Epoch 52 Batch 192/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.863 Epoch 52 Batch 193/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.839 Epoch 52 Batch 194/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.800 Epoch 52 Batch 195/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.873 Epoch 52 Batch 196/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.872 Epoch 52 Batch 197/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.907 Epoch 52 Batch 198/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.932 Epoch 52 Batch 199/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.801 Epoch 52 Batch 200/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.875 Epoch 52 Batch 201/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.900 Epoch 52 Batch 202/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.907 Epoch 52 Batch 203/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.934 Epoch 52 Batch 204/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.919 Epoch 52 Batch 205/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.906 Epoch 52 Batch 206/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.942 Epoch 52 Batch 207/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.897 Epoch 52 Batch 208/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.872 Epoch 52 Batch 209/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.854 Epoch 52 Batch 210/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 0.900 Epoch 52 Batch 211/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.882 Epoch 52 Batch 212/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.864 Epoch 52 Batch 213/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.784 Epoch 52 Batch 214/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.821 Epoch 52 Batch 215/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.821 Epoch 52 Batch 216/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.951 Epoch 52 Batch 217/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.838 Epoch 52 Batch 218/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.909 Epoch 52 Batch 219/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.863 Epoch 52 Batch 220/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.914 Epoch 52 Batch 221/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.872 Epoch 52 Batch 222/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.863 Epoch 52 Batch 223/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.946 Epoch 52 Batch 224/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.899 Epoch 52 Batch 225/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.954 Epoch 52 Batch 226/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.866 Epoch 52 Batch 227/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.895 Epoch 52 Batch 228/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.903 Epoch 52 Batch 229/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.865 Epoch 52 Batch 230/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.840 Epoch 52 Batch 231/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.850 Epoch 52 Batch 232/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.919 Epoch 52 Batch 233/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.918 Epoch 52 Batch 234/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.943 Epoch 52 Batch 235/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.906 Epoch 52 Batch 236/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.878 Epoch 52 Batch 237/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.849 Epoch 52 Batch 238/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.924 Epoch 52 Batch 239/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.886 Epoch 52 Batch 240/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.835 Epoch 52 Batch 241/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.821 Epoch 52 Batch 242/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.864 Epoch 52 Batch 243/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.941 Epoch 52 Batch 244/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.233, Loss: 0.833 Epoch 52 Batch 245/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.859 Epoch 52 Batch 246/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.910 Epoch 52 Batch 247/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.906 Epoch 52 Batch 248/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.877 Epoch 52 Batch 249/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.857 Epoch 52 Batch 250/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.233, Loss: 0.870 Epoch 52 Batch 251/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.927 Epoch 52 Batch 252/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.870 Epoch 52 Batch 253/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.826 Epoch 52 Batch 254/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.891 Epoch 52 Batch 255/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.866 Epoch 52 Batch 256/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.933 Epoch 52 Batch 257/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.882 Epoch 52 Batch 258/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.912 Epoch 52 Batch 259/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.905 Epoch 52 Batch 260/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.840 Epoch 52 Batch 261/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.914 Epoch 52 Batch 262/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.822 Epoch 52 Batch 263/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.878 Epoch 52 Batch 264/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.823 Epoch 52 Batch 265/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.865 Epoch 52 Batch 266/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.903 Epoch 52 Batch 267/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.233, Loss: 0.883 Epoch 52 Batch 268/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.883 Epoch 52 Batch 269/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.931 Epoch 52 Batch 270/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.829 Epoch 52 Batch 271/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.866 Epoch 52 Batch 272/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.840 Epoch 52 Batch 273/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.898 Epoch 52 Batch 274/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.836 Epoch 52 Batch 275/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.881 Epoch 52 Batch 276/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.949 Epoch 52 Batch 277/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.864 Epoch 52 Batch 278/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.884 Epoch 52 Batch 279/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.845 Epoch 52 Batch 280/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.844 Epoch 52 Batch 281/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.856 Epoch 52 Batch 282/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.905 Epoch 52 Batch 283/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.914 Epoch 52 Batch 284/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.893 Epoch 52 Batch 285/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.890 Epoch 52 Batch 286/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.858 Epoch 52 Batch 287/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.867 Epoch 52 Batch 288/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.921 Epoch 52 Batch 289/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.850 Epoch 52 Batch 290/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.867 Epoch 52 Batch 291/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.876 Epoch 52 Batch 292/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.895 Epoch 52 Batch 293/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.919 Epoch 52 Batch 294/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.234, Loss: 0.913 Epoch 52 Batch 295/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.860 Epoch 52 Batch 296/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.930 Epoch 52 Batch 297/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.902 Epoch 52 Batch 298/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.901 Epoch 52 Batch 299/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.924 Epoch 52 Batch 300/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.788 Epoch 52 Batch 301/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.910 Epoch 52 Batch 302/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.839 Epoch 52 Batch 303/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.952 Epoch 52 Batch 304/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.822 Epoch 52 Batch 305/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.879 Epoch 52 Batch 306/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.936 Epoch 52 Batch 307/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.888 Epoch 52 Batch 308/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.912 Epoch 52 Batch 309/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.874 Epoch 52 Batch 310/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.909 Epoch 52 Batch 311/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.233, Loss: 0.900 Epoch 52 Batch 312/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.971 Epoch 52 Batch 313/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.837 Epoch 52 Batch 314/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.892 Epoch 52 Batch 315/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.920 Epoch 52 Batch 316/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.899 Epoch 52 Batch 317/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.874 Epoch 52 Batch 318/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.903 Epoch 52 Batch 319/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.869 Epoch 52 Batch 320/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.886 Epoch 52 Batch 321/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.874 Epoch 52 Batch 322/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.234, Loss: 0.875 Epoch 52 Batch 323/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.935 Epoch 52 Batch 324/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.925 Epoch 52 Batch 325/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.917 Epoch 52 Batch 326/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.869 Epoch 52 Batch 327/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.909 Epoch 52 Batch 328/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.786 Epoch 52 Batch 329/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.873 Epoch 52 Batch 330/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.812 Epoch 52 Batch 331/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.844 Epoch 52 Batch 332/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.888 Epoch 52 Batch 333/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.834 Epoch 52 Batch 334/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.858 Epoch 52 Batch 335/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.924 Epoch 52 Batch 336/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.927 Epoch 52 Batch 337/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.902 Epoch 52 Batch 338/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.855 Epoch 52 Batch 339/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.916 Epoch 52 Batch 340/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.912 Epoch 52 Batch 341/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.921 Epoch 52 Batch 342/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.848 Epoch 52 Batch 343/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.915 Epoch 52 Batch 344/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.948 Epoch 52 Batch 345/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.847 Epoch 52 Batch 346/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.907 Epoch 52 Batch 347/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.857 Epoch 52 Batch 348/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.898 Epoch 52 Batch 349/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.926 Epoch 52 Batch 350/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.891 Epoch 52 Batch 351/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.852 Epoch 52 Batch 352/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.901 Epoch 52 Batch 353/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.836 Epoch 52 Batch 354/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.920 Epoch 52 Batch 355/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.915 Epoch 52 Batch 356/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.836 Epoch 52 Batch 357/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.866 Epoch 52 Batch 358/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.864 Epoch 52 Batch 359/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.914 Epoch 52 Batch 360/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.908 Epoch 52 Batch 361/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.815 Epoch 52 Batch 362/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.936 Epoch 52 Batch 363/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.919 Epoch 52 Batch 364/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.871 Epoch 52 Batch 365/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.860 Epoch 52 Batch 366/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.862 Epoch 52 Batch 367/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.875 Epoch 52 Batch 368/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.906 Epoch 52 Batch 369/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.898 Epoch 52 Batch 370/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.925 Epoch 52 Batch 371/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.830 Epoch 52 Batch 372/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.889 Epoch 52 Batch 373/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.875 Epoch 52 Batch 374/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.931 Epoch 52 Batch 375/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.233, Loss: 0.911 Epoch 52 Batch 376/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.233, Loss: 0.829 Epoch 52 Batch 377/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.862 Epoch 52 Batch 378/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.877 Epoch 52 Batch 379/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.857 Epoch 52 Batch 380/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.964 Epoch 52 Batch 381/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.895 Epoch 52 Batch 382/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.936 Epoch 52 Batch 383/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.887 Epoch 52 Batch 384/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.902 Epoch 52 Batch 385/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.898 Epoch 52 Batch 386/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.821 Epoch 52 Batch 387/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.889 Epoch 52 Batch 388/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.233, Loss: 0.936 Epoch 52 Batch 389/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.789 Epoch 52 Batch 390/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.819 Epoch 52 Batch 391/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 0.871 Epoch 52 Batch 392/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.871 Epoch 52 Batch 393/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.874 Epoch 52 Batch 394/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.881 Epoch 52 Batch 395/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.834 Epoch 52 Batch 396/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.832 Epoch 52 Batch 397/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.865 Epoch 52 Batch 398/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.867 Epoch 52 Batch 399/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.853 Epoch 52 Batch 400/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.899 Epoch 52 Batch 401/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.905 Epoch 52 Batch 402/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.832 Epoch 52 Batch 403/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.882 Epoch 52 Batch 404/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.817 Epoch 52 Batch 405/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.948 Epoch 52 Batch 406/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.233, Loss: 0.918 Epoch 52 Batch 407/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.911 Epoch 52 Batch 408/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.864 Epoch 52 Batch 409/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.938 Epoch 52 Batch 410/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.233, Loss: 0.911 Epoch 52 Batch 411/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.877 Epoch 52 Batch 412/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.899 Epoch 52 Batch 413/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.863 Epoch 52 Batch 414/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.839 Epoch 52 Batch 415/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.883 Epoch 52 Batch 416/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.845 Epoch 52 Batch 417/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.896 Epoch 52 Batch 418/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.863 Epoch 52 Batch 419/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.905 Epoch 52 Batch 420/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.842 Epoch 52 Batch 421/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.854 Epoch 52 Batch 422/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.852 Epoch 52 Batch 423/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.862 Epoch 52 Batch 424/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.885 Epoch 52 Batch 425/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.898 Epoch 52 Batch 426/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.882 Epoch 52 Batch 427/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.910 Epoch 52 Batch 428/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.234, Loss: 0.895 Epoch 52 Batch 429/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.835 Epoch 52 Batch 430/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.840 Epoch 52 Batch 431/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.947 Epoch 52 Batch 432/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.880 Epoch 52 Batch 433/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.857 Epoch 52 Batch 434/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.775 Epoch 52 Batch 435/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.870 Epoch 52 Batch 436/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.882 Epoch 52 Batch 437/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.883 Epoch 52 Batch 438/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.871 Epoch 52 Batch 439/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 0.860 Epoch 52 Batch 440/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 0.905 Epoch 52 Batch 441/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 0.844 Epoch 52 Batch 442/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.918 Epoch 52 Batch 443/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.234, Loss: 0.878 Epoch 52 Batch 444/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.822 Epoch 52 Batch 445/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.893 Epoch 52 Batch 446/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.876 Epoch 52 Batch 447/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.888 Epoch 52 Batch 448/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.854 Epoch 52 Batch 449/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.906 Epoch 52 Batch 450/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.892 Epoch 52 Batch 451/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.888 Epoch 52 Batch 452/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.912 Epoch 52 Batch 453/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.869 Epoch 52 Batch 454/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.888 Epoch 52 Batch 455/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.233, Loss: 0.915 Epoch 52 Batch 456/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.936 Epoch 52 Batch 457/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.875 Epoch 52 Batch 458/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.233, Loss: 0.886 Epoch 52 Batch 459/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.841 Epoch 52 Batch 460/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.827 Epoch 52 Batch 461/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.864 Epoch 52 Batch 462/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.919 Epoch 52 Batch 463/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.884 Epoch 52 Batch 464/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.233, Loss: 0.863 Epoch 52 Batch 465/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.831 Epoch 52 Batch 466/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.902 Epoch 52 Batch 467/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.914 Epoch 52 Batch 468/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.856 Epoch 52 Batch 469/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.876 Epoch 52 Batch 470/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.939 Epoch 52 Batch 471/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.857 Epoch 52 Batch 472/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 0.934 Epoch 52 Batch 473/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.846 Epoch 52 Batch 474/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.863 Epoch 52 Batch 475/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.850 Epoch 52 Batch 476/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.234, Loss: 0.879 Epoch 52 Batch 477/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.234, Loss: 0.868 Epoch 52 Batch 478/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 0.909 Epoch 52 Batch 479/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.881 Epoch 52 Batch 480/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.881 Epoch 52 Batch 481/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.871 Epoch 52 Batch 482/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.843 Epoch 52 Batch 483/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.873 Epoch 52 Batch 484/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.894 Epoch 52 Batch 485/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.866 Epoch 52 Batch 486/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.863 Epoch 52 Batch 487/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.861 Epoch 52 Batch 488/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.853 Epoch 52 Batch 489/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.874 Epoch 52 Batch 490/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.825 Epoch 52 Batch 491/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.813 Epoch 52 Batch 492/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.937 Epoch 52 Batch 493/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.827 Epoch 52 Batch 494/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.892 Epoch 52 Batch 495/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.234, Loss: 0.868 Epoch 52 Batch 496/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.889 Epoch 52 Batch 497/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.888 Epoch 52 Batch 498/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.853 Epoch 52 Batch 499/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 0.913 Epoch 52 Batch 500/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.879 Epoch 52 Batch 501/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.903 Epoch 52 Batch 502/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.828 Epoch 52 Batch 503/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.862 Epoch 52 Batch 504/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.873 Epoch 52 Batch 505/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.922 Epoch 52 Batch 506/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.900 Epoch 52 Batch 507/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.928 Epoch 52 Batch 508/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.921 Epoch 52 Batch 509/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.886 Epoch 52 Batch 510/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.906 Epoch 52 Batch 511/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.940 Epoch 52 Batch 512/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.896 Epoch 52 Batch 513/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.872 Epoch 52 Batch 514/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.867 Epoch 52 Batch 515/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.823 Epoch 52 Batch 516/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.863 Epoch 52 Batch 517/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.844 Epoch 52 Batch 518/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.848 Epoch 52 Batch 519/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.870 Epoch 52 Batch 520/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.852 Epoch 52 Batch 521/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.821 Epoch 52 Batch 522/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.822 Epoch 52 Batch 523/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.872 Epoch 52 Batch 524/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.849 Epoch 52 Batch 525/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.895 Epoch 52 Batch 526/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.861 Epoch 52 Batch 527/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.925 Epoch 52 Batch 528/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.851 Epoch 52 Batch 529/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.836 Epoch 52 Batch 530/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.847 Epoch 52 Batch 531/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.908 Epoch 52 Batch 532/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.904 Epoch 52 Batch 533/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.885 Epoch 52 Batch 534/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.883 Epoch 52 Batch 535/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.830 Epoch 52 Batch 536/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.871 Epoch 52 Batch 537/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.904 Epoch 52 Batch 538/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.887 Epoch 52 Batch 539/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.842 Epoch 52 Batch 540/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.853 Epoch 52 Batch 541/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.873 Epoch 52 Batch 542/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.806 Epoch 52 Batch 543/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.872 Epoch 52 Batch 544/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.807 Epoch 52 Batch 545/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.953 Epoch 52 Batch 546/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.933 Epoch 52 Batch 547/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.829 Epoch 52 Batch 548/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.875 Epoch 52 Batch 549/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.906 Epoch 52 Batch 550/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.886 Epoch 52 Batch 551/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.899 Epoch 52 Batch 552/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.843 Epoch 52 Batch 553/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.906 Epoch 52 Batch 554/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.846 Epoch 52 Batch 555/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.769 Epoch 52 Batch 556/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.864 Epoch 52 Batch 557/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.848 Epoch 52 Batch 558/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.840 Epoch 52 Batch 559/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.871 Epoch 52 Batch 560/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.869 Epoch 52 Batch 561/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.825 Epoch 52 Batch 562/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.900 Epoch 52 Batch 563/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.919 Epoch 52 Batch 564/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.865 Epoch 52 Batch 565/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.860 Epoch 52 Batch 566/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.915 Epoch 52 Batch 567/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.898 Epoch 52 Batch 568/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.904 Epoch 52 Batch 569/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.893 Epoch 52 Batch 570/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.867 Epoch 52 Batch 571/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.895 Epoch 52 Batch 572/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.930 Epoch 52 Batch 573/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.916 Epoch 52 Batch 574/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.914 Epoch 52 Batch 575/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.894 Epoch 52 Batch 576/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.876 Epoch 52 Batch 577/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.804 Epoch 52 Batch 578/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.916 Epoch 52 Batch 579/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.903 Epoch 52 Batch 580/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.894 Epoch 52 Batch 581/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.842 Epoch 52 Batch 582/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.881 Epoch 52 Batch 583/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.843 Epoch 52 Batch 584/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.863 Epoch 52 Batch 585/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.867 Epoch 52 Batch 586/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.904 Epoch 52 Batch 587/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.847 Epoch 52 Batch 588/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.922 Epoch 52 Batch 589/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.846 Epoch 52 Batch 590/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.933 Epoch 52 Batch 591/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.233, Loss: 0.846 Epoch 52 Batch 592/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.843 Epoch 52 Batch 593/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.908 Epoch 52 Batch 594/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.863 Epoch 52 Batch 595/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.866 Epoch 52 Batch 596/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.925 Epoch 52 Batch 597/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.886 Epoch 52 Batch 598/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.913 Epoch 52 Batch 599/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.943 Epoch 52 Batch 600/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.873 Epoch 52 Batch 601/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.848 Epoch 52 Batch 602/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.846 Epoch 52 Batch 603/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.894 Epoch 52 Batch 604/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.977 Epoch 52 Batch 605/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.828 Epoch 52 Batch 606/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.924 Epoch 52 Batch 607/1077 - Train Accuracy: 0.240, Validation Accuracy: 0.233, Loss: 0.914 Epoch 52 Batch 608/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.886 Epoch 52 Batch 609/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.888 Epoch 52 Batch 610/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.896 Epoch 52 Batch 611/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.884 Epoch 52 Batch 612/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.859 Epoch 52 Batch 613/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.949 Epoch 52 Batch 614/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.822 Epoch 52 Batch 615/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.925 Epoch 52 Batch 616/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.841 Epoch 52 Batch 617/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.872 Epoch 52 Batch 618/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.876 Epoch 52 Batch 619/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 0.864 Epoch 52 Batch 620/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.843 Epoch 52 Batch 621/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.856 Epoch 52 Batch 622/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.866 Epoch 52 Batch 623/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.835 Epoch 52 Batch 624/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.947 Epoch 52 Batch 625/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.891 Epoch 52 Batch 626/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.232, Loss: 0.851 Epoch 52 Batch 627/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.849 Epoch 52 Batch 628/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.837 Epoch 52 Batch 629/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.895 Epoch 52 Batch 630/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.779 Epoch 52 Batch 631/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.878 Epoch 52 Batch 632/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.939 Epoch 52 Batch 633/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.843 Epoch 52 Batch 634/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.933 Epoch 52 Batch 635/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.232, Loss: 0.852 Epoch 52 Batch 636/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.884 Epoch 52 Batch 637/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.904 Epoch 52 Batch 638/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.871 Epoch 52 Batch 639/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.889 Epoch 52 Batch 640/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.880 Epoch 52 Batch 641/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.855 Epoch 52 Batch 642/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.857 Epoch 52 Batch 643/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.900 Epoch 52 Batch 644/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.857 Epoch 52 Batch 645/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.828 Epoch 52 Batch 646/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.888 Epoch 52 Batch 647/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.837 Epoch 52 Batch 648/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.860 Epoch 52 Batch 649/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.893 Epoch 52 Batch 650/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.916 Epoch 52 Batch 651/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.901 Epoch 52 Batch 652/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.865 Epoch 52 Batch 653/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.838 Epoch 52 Batch 654/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.878 Epoch 52 Batch 655/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.828 Epoch 52 Batch 656/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.886 Epoch 52 Batch 657/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.893 Epoch 52 Batch 658/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.930 Epoch 52 Batch 659/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.840 Epoch 52 Batch 660/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.848 Epoch 52 Batch 661/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.921 Epoch 52 Batch 662/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.939 Epoch 52 Batch 663/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.861 Epoch 52 Batch 664/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.908 Epoch 52 Batch 665/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.814 Epoch 52 Batch 666/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.904 Epoch 52 Batch 667/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.836 Epoch 52 Batch 668/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.863 Epoch 52 Batch 669/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.887 Epoch 52 Batch 670/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.232, Loss: 0.853 Epoch 52 Batch 671/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.862 Epoch 52 Batch 672/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.889 Epoch 52 Batch 673/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.873 Epoch 52 Batch 674/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.903 Epoch 52 Batch 675/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.840 Epoch 52 Batch 676/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.913 Epoch 52 Batch 677/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.820 Epoch 52 Batch 678/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.871 Epoch 52 Batch 679/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.889 Epoch 52 Batch 680/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.890 Epoch 52 Batch 681/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.882 Epoch 52 Batch 682/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.233, Loss: 0.921 Epoch 52 Batch 683/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.891 Epoch 52 Batch 684/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.936 Epoch 52 Batch 685/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.896 Epoch 52 Batch 686/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.878 Epoch 52 Batch 687/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.884 Epoch 52 Batch 688/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.854 Epoch 52 Batch 689/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.878 Epoch 52 Batch 690/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.891 Epoch 52 Batch 691/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.885 Epoch 52 Batch 692/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.828 Epoch 52 Batch 693/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.893 Epoch 52 Batch 694/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.915 Epoch 52 Batch 695/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.913 Epoch 52 Batch 696/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.861 Epoch 52 Batch 697/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.880 Epoch 52 Batch 698/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.895 Epoch 52 Batch 699/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.233, Loss: 0.828 Epoch 52 Batch 700/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.852 Epoch 52 Batch 701/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.831 Epoch 52 Batch 702/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.912 Epoch 52 Batch 703/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.881 Epoch 52 Batch 704/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.904 Epoch 52 Batch 705/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.882 Epoch 52 Batch 706/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.879 Epoch 52 Batch 707/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.884 Epoch 52 Batch 708/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.874 Epoch 52 Batch 709/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.855 Epoch 52 Batch 710/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.897 Epoch 52 Batch 711/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.901 Epoch 52 Batch 712/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.942 Epoch 52 Batch 713/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.233, Loss: 0.881 Epoch 52 Batch 714/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.233, Loss: 0.888 Epoch 52 Batch 715/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.966 Epoch 52 Batch 716/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.854 Epoch 52 Batch 717/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.888 Epoch 52 Batch 718/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.890 Epoch 52 Batch 719/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.883 Epoch 52 Batch 720/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.855 Epoch 52 Batch 721/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.860 Epoch 52 Batch 722/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.889 Epoch 52 Batch 723/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.850 Epoch 52 Batch 724/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.900 Epoch 52 Batch 725/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.850 Epoch 52 Batch 726/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.869 Epoch 52 Batch 727/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.903 Epoch 52 Batch 728/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.916 Epoch 52 Batch 729/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.898 Epoch 52 Batch 730/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.869 Epoch 52 Batch 731/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 0.882 Epoch 52 Batch 732/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.865 Epoch 52 Batch 733/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.926 Epoch 52 Batch 734/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.851 Epoch 52 Batch 735/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.858 Epoch 52 Batch 736/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.853 Epoch 52 Batch 737/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.918 Epoch 52 Batch 738/1077 - Train Accuracy: 0.290, Validation Accuracy: 0.234, Loss: 0.873 Epoch 52 Batch 739/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.862 Epoch 52 Batch 740/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.915 Epoch 52 Batch 741/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.964 Epoch 52 Batch 742/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.829 Epoch 52 Batch 743/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.847 Epoch 52 Batch 744/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.909 Epoch 52 Batch 745/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.842 Epoch 52 Batch 746/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.847 Epoch 52 Batch 747/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.901 Epoch 52 Batch 748/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.849 Epoch 52 Batch 749/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.900 Epoch 52 Batch 750/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.862 Epoch 52 Batch 751/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.815 Epoch 52 Batch 752/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.828 Epoch 52 Batch 753/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.830 Epoch 52 Batch 754/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.904 Epoch 52 Batch 755/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.898 Epoch 52 Batch 756/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.881 Epoch 52 Batch 757/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.875 Epoch 52 Batch 758/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.861 Epoch 52 Batch 759/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.866 Epoch 52 Batch 760/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.854 Epoch 52 Batch 761/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.891 Epoch 52 Batch 762/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.874 Epoch 52 Batch 763/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.871 Epoch 52 Batch 764/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.890 Epoch 52 Batch 765/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.903 Epoch 52 Batch 766/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.897 Epoch 52 Batch 767/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.863 Epoch 52 Batch 768/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.894 Epoch 52 Batch 769/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.873 Epoch 52 Batch 770/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.848 Epoch 52 Batch 771/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.905 Epoch 52 Batch 772/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.925 Epoch 52 Batch 773/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.877 Epoch 52 Batch 774/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.832 Epoch 52 Batch 775/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.913 Epoch 52 Batch 776/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.883 Epoch 52 Batch 777/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.898 Epoch 52 Batch 778/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.234, Loss: 0.876 Epoch 52 Batch 779/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 0.878 Epoch 52 Batch 780/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.914 Epoch 52 Batch 781/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.882 Epoch 52 Batch 782/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.866 Epoch 52 Batch 783/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.925 Epoch 52 Batch 784/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.879 Epoch 52 Batch 785/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.932 Epoch 52 Batch 786/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.862 Epoch 52 Batch 787/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.862 Epoch 52 Batch 788/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.937 Epoch 52 Batch 789/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.909 Epoch 52 Batch 790/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.863 Epoch 52 Batch 791/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.870 Epoch 52 Batch 792/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.911 Epoch 52 Batch 793/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.864 Epoch 52 Batch 794/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.840 Epoch 52 Batch 795/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.882 Epoch 52 Batch 796/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.868 Epoch 52 Batch 797/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.898 Epoch 52 Batch 798/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.886 Epoch 52 Batch 799/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.234, Loss: 0.829 Epoch 52 Batch 800/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.906 Epoch 52 Batch 801/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.838 Epoch 52 Batch 802/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.931 Epoch 52 Batch 803/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.872 Epoch 52 Batch 804/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.877 Epoch 52 Batch 805/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.839 Epoch 52 Batch 806/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.938 Epoch 52 Batch 807/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.860 Epoch 52 Batch 808/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.852 Epoch 52 Batch 809/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.921 Epoch 52 Batch 810/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.925 Epoch 52 Batch 811/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.894 Epoch 52 Batch 812/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.909 Epoch 52 Batch 813/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.890 Epoch 52 Batch 814/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.903 Epoch 52 Batch 815/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.888 Epoch 52 Batch 816/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.902 Epoch 52 Batch 817/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.876 Epoch 52 Batch 818/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.894 Epoch 52 Batch 819/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.884 Epoch 52 Batch 820/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.923 Epoch 52 Batch 821/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.896 Epoch 52 Batch 822/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.847 Epoch 52 Batch 823/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.805 Epoch 52 Batch 824/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.916 Epoch 52 Batch 825/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.830 Epoch 52 Batch 826/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.817 Epoch 52 Batch 827/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.234, Loss: 0.850 Epoch 52 Batch 828/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.866 Epoch 52 Batch 829/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.868 Epoch 52 Batch 830/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.878 Epoch 52 Batch 831/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.234, Loss: 0.856 Epoch 52 Batch 832/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.836 Epoch 52 Batch 833/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.889 Epoch 52 Batch 834/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.234, Loss: 0.844 Epoch 52 Batch 835/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.850 Epoch 52 Batch 836/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.880 Epoch 52 Batch 837/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.899 Epoch 52 Batch 838/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.879 Epoch 52 Batch 839/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.869 Epoch 52 Batch 840/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.914 Epoch 52 Batch 841/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.937 Epoch 52 Batch 842/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.862 Epoch 52 Batch 843/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.875 Epoch 52 Batch 844/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.854 Epoch 52 Batch 845/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.842 Epoch 52 Batch 846/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.855 Epoch 52 Batch 847/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 0.891 Epoch 52 Batch 848/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.854 Epoch 52 Batch 849/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.883 Epoch 52 Batch 850/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.868 Epoch 52 Batch 851/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.868 Epoch 52 Batch 852/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.913 Epoch 52 Batch 853/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.840 Epoch 52 Batch 854/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.885 Epoch 52 Batch 855/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.818 Epoch 52 Batch 856/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.891 Epoch 52 Batch 857/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.843 Epoch 52 Batch 858/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.856 Epoch 52 Batch 859/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.233, Loss: 0.780 Epoch 52 Batch 860/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.870 Epoch 52 Batch 861/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.898 Epoch 52 Batch 862/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.872 Epoch 52 Batch 863/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.888 Epoch 52 Batch 864/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.855 Epoch 52 Batch 865/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.234, Loss: 0.803 Epoch 52 Batch 866/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.896 Epoch 52 Batch 867/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 1.006 Epoch 52 Batch 868/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.876 Epoch 52 Batch 869/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.888 Epoch 52 Batch 870/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.855 Epoch 52 Batch 871/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.908 Epoch 52 Batch 872/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.883 Epoch 52 Batch 873/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.812 Epoch 52 Batch 874/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.857 Epoch 52 Batch 875/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.846 Epoch 52 Batch 876/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.826 Epoch 52 Batch 877/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.958 Epoch 52 Batch 878/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.833 Epoch 52 Batch 879/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.896 Epoch 52 Batch 880/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.848 Epoch 52 Batch 881/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.849 Epoch 52 Batch 882/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.880 Epoch 52 Batch 883/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.901 Epoch 52 Batch 884/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.886 Epoch 52 Batch 885/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.233, Loss: 0.919 Epoch 52 Batch 886/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.840 Epoch 52 Batch 887/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.832 Epoch 52 Batch 888/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.901 Epoch 52 Batch 889/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.876 Epoch 52 Batch 890/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.853 Epoch 52 Batch 891/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.790 Epoch 52 Batch 892/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.912 Epoch 52 Batch 893/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.887 Epoch 52 Batch 894/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.817 Epoch 52 Batch 895/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.820 Epoch 52 Batch 896/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.880 Epoch 52 Batch 897/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.876 Epoch 52 Batch 898/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.884 Epoch 52 Batch 899/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.896 Epoch 52 Batch 900/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.894 Epoch 52 Batch 901/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.885 Epoch 52 Batch 902/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.893 Epoch 52 Batch 903/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.862 Epoch 52 Batch 904/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.859 Epoch 52 Batch 905/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.837 Epoch 52 Batch 906/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.882 Epoch 52 Batch 907/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.908 Epoch 52 Batch 908/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.864 Epoch 52 Batch 909/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.900 Epoch 52 Batch 910/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.909 Epoch 52 Batch 911/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.234, Loss: 0.863 Epoch 52 Batch 912/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.957 Epoch 52 Batch 913/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.820 Epoch 52 Batch 914/1077 - Train Accuracy: 0.302, Validation Accuracy: 0.234, Loss: 0.897 Epoch 52 Batch 915/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.827 Epoch 52 Batch 916/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.827 Epoch 52 Batch 917/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.928 Epoch 52 Batch 918/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.881 Epoch 52 Batch 919/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.234, Loss: 0.878 Epoch 52 Batch 920/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.911 Epoch 52 Batch 921/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.873 Epoch 52 Batch 922/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.234, Loss: 0.892 Epoch 52 Batch 923/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.234, Loss: 0.874 Epoch 52 Batch 924/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.234, Loss: 0.857 Epoch 52 Batch 925/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.235, Loss: 0.891 Epoch 52 Batch 926/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.898 Epoch 52 Batch 927/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.234, Loss: 0.891 Epoch 52 Batch 928/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.825 Epoch 52 Batch 929/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.944 Epoch 52 Batch 930/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.897 Epoch 52 Batch 931/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.912 Epoch 52 Batch 932/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.234, Loss: 0.831 Epoch 52 Batch 933/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.881 Epoch 52 Batch 934/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.886 Epoch 52 Batch 935/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.773 Epoch 52 Batch 936/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.821 Epoch 52 Batch 937/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.233, Loss: 0.960 Epoch 52 Batch 938/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.884 Epoch 52 Batch 939/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.893 Epoch 52 Batch 940/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.913 Epoch 52 Batch 941/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.894 Epoch 52 Batch 942/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.863 Epoch 52 Batch 943/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.859 Epoch 52 Batch 944/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.866 Epoch 52 Batch 945/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.878 Epoch 52 Batch 946/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.850 Epoch 52 Batch 947/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.914 Epoch 52 Batch 948/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.855 Epoch 52 Batch 949/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.911 Epoch 52 Batch 950/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.854 Epoch 52 Batch 951/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.841 Epoch 52 Batch 952/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.874 Epoch 52 Batch 953/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.873 Epoch 52 Batch 954/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.823 Epoch 52 Batch 955/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.861 Epoch 52 Batch 956/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.916 Epoch 52 Batch 957/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.818 Epoch 52 Batch 958/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.878 Epoch 52 Batch 959/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.827 Epoch 52 Batch 960/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.889 Epoch 52 Batch 961/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.879 Epoch 52 Batch 962/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.887 Epoch 52 Batch 963/1077 - Train Accuracy: 0.076, Validation Accuracy: 0.233, Loss: 0.914 Epoch 52 Batch 964/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.852 Epoch 52 Batch 965/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.797 Epoch 52 Batch 966/1077 - Train Accuracy: 0.270, Validation Accuracy: 0.233, Loss: 0.844 Epoch 52 Batch 967/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.868 Epoch 52 Batch 968/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.890 Epoch 52 Batch 969/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.944 Epoch 52 Batch 970/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.855 Epoch 52 Batch 971/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.899 Epoch 52 Batch 972/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.879 Epoch 52 Batch 973/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.891 Epoch 52 Batch 974/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.945 Epoch 52 Batch 975/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.233, Loss: 0.888 Epoch 52 Batch 976/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.934 Epoch 52 Batch 977/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.834 Epoch 52 Batch 978/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.847 Epoch 52 Batch 979/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 0.833 Epoch 52 Batch 980/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.883 Epoch 52 Batch 981/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.847 Epoch 52 Batch 982/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.904 Epoch 52 Batch 983/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.896 Epoch 52 Batch 984/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.883 Epoch 52 Batch 985/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.828 Epoch 52 Batch 986/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.843 Epoch 52 Batch 987/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.876 Epoch 52 Batch 988/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.233, Loss: 0.904 Epoch 52 Batch 989/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.848 Epoch 52 Batch 990/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.888 Epoch 52 Batch 991/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.914 Epoch 52 Batch 992/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.842 Epoch 52 Batch 993/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.911 Epoch 52 Batch 994/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.897 Epoch 52 Batch 995/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.839 Epoch 52 Batch 996/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.868 Epoch 52 Batch 997/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.905 Epoch 52 Batch 998/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.803 Epoch 52 Batch 999/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.895 Epoch 52 Batch 1000/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.844 Epoch 52 Batch 1001/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.232, Loss: 0.866 Epoch 52 Batch 1002/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.232, Loss: 0.831 Epoch 52 Batch 1003/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.907 Epoch 52 Batch 1004/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.855 Epoch 52 Batch 1005/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.848 Epoch 52 Batch 1006/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.841 Epoch 52 Batch 1007/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.906 Epoch 52 Batch 1008/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.836 Epoch 52 Batch 1009/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.848 Epoch 52 Batch 1010/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.882 Epoch 52 Batch 1011/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.919 Epoch 52 Batch 1012/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.232, Loss: 0.906 Epoch 52 Batch 1013/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.903 Epoch 52 Batch 1014/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.923 Epoch 52 Batch 1015/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.903 Epoch 52 Batch 1016/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.816 Epoch 52 Batch 1017/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.232, Loss: 0.912 Epoch 52 Batch 1018/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.826 Epoch 52 Batch 1019/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.917 Epoch 52 Batch 1020/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.850 Epoch 52 Batch 1021/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.890 Epoch 52 Batch 1022/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.863 Epoch 52 Batch 1023/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.232, Loss: 0.895 Epoch 52 Batch 1024/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.875 Epoch 52 Batch 1025/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.875 Epoch 52 Batch 1026/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.854 Epoch 52 Batch 1027/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.896 Epoch 52 Batch 1028/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.893 Epoch 52 Batch 1029/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.927 Epoch 52 Batch 1030/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.901 Epoch 52 Batch 1031/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.918 Epoch 52 Batch 1032/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.873 Epoch 52 Batch 1033/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.901 Epoch 52 Batch 1034/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.933 Epoch 52 Batch 1035/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.834 Epoch 52 Batch 1036/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.868 Epoch 52 Batch 1037/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.893 Epoch 52 Batch 1038/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.838 Epoch 52 Batch 1039/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.873 Epoch 52 Batch 1040/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.811 Epoch 52 Batch 1041/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.889 Epoch 52 Batch 1042/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.937 Epoch 52 Batch 1043/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.857 Epoch 52 Batch 1044/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.921 Epoch 52 Batch 1045/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.835 Epoch 52 Batch 1046/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.933 Epoch 52 Batch 1047/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.908 Epoch 52 Batch 1048/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.917 Epoch 52 Batch 1049/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.849 Epoch 52 Batch 1050/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.885 Epoch 52 Batch 1051/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.866 Epoch 52 Batch 1052/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.961 Epoch 52 Batch 1053/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.845 Epoch 52 Batch 1054/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.860 Epoch 52 Batch 1055/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.913 Epoch 52 Batch 1056/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.883 Epoch 52 Batch 1057/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.885 Epoch 52 Batch 1058/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.881 Epoch 52 Batch 1059/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.882 Epoch 52 Batch 1060/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.919 Epoch 52 Batch 1061/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.895 Epoch 52 Batch 1062/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.871 Epoch 52 Batch 1063/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.846 Epoch 52 Batch 1064/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.811 Epoch 52 Batch 1065/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.893 Epoch 52 Batch 1066/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.813 Epoch 52 Batch 1067/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.908 Epoch 52 Batch 1068/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.929 Epoch 52 Batch 1069/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.942 Epoch 52 Batch 1070/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.904 Epoch 52 Batch 1071/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.881 Epoch 52 Batch 1072/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.871 Epoch 52 Batch 1073/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.841 Epoch 52 Batch 1074/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.854 Epoch 52 Batch 1075/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.948 Epoch 53 Batch 0/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.853 Epoch 53 Batch 1/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.926 Epoch 53 Batch 2/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.881 Epoch 53 Batch 3/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.946 Epoch 53 Batch 4/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.843 Epoch 53 Batch 5/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.876 Epoch 53 Batch 6/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.878 Epoch 53 Batch 7/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.233, Loss: 0.887 Epoch 53 Batch 8/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.845 Epoch 53 Batch 9/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.927 Epoch 53 Batch 10/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.882 Epoch 53 Batch 11/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.921 Epoch 53 Batch 12/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.823 Epoch 53 Batch 13/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.232, Loss: 0.841 Epoch 53 Batch 14/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.831 Epoch 53 Batch 15/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.833 Epoch 53 Batch 16/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.901 Epoch 53 Batch 17/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.913 Epoch 53 Batch 18/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.883 Epoch 53 Batch 19/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.854 Epoch 53 Batch 20/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.788 Epoch 53 Batch 21/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.910 Epoch 53 Batch 22/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.870 Epoch 53 Batch 23/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.919 Epoch 53 Batch 24/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.910 Epoch 53 Batch 25/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.854 Epoch 53 Batch 26/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.823 Epoch 53 Batch 27/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.835 Epoch 53 Batch 28/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.825 Epoch 53 Batch 29/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.890 Epoch 53 Batch 30/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.885 Epoch 53 Batch 31/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.842 Epoch 53 Batch 32/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.898 Epoch 53 Batch 33/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.902 Epoch 53 Batch 34/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.938 Epoch 53 Batch 35/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.869 Epoch 53 Batch 36/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.824 Epoch 53 Batch 37/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.872 Epoch 53 Batch 38/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.853 Epoch 53 Batch 39/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.914 Epoch 53 Batch 40/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.856 Epoch 53 Batch 41/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.817 Epoch 53 Batch 42/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.937 Epoch 53 Batch 43/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.233, Loss: 0.912 Epoch 53 Batch 44/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.903 Epoch 53 Batch 45/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.917 Epoch 53 Batch 46/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.233, Loss: 0.854 Epoch 53 Batch 47/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.956 Epoch 53 Batch 48/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.864 Epoch 53 Batch 49/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.233, Loss: 0.840 Epoch 53 Batch 50/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.871 Epoch 53 Batch 51/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.934 Epoch 53 Batch 52/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.879 Epoch 53 Batch 53/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.233, Loss: 0.904 Epoch 53 Batch 54/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.888 Epoch 53 Batch 55/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.875 Epoch 53 Batch 56/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.872 Epoch 53 Batch 57/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.233, Loss: 0.890 Epoch 53 Batch 58/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.844 Epoch 53 Batch 59/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.911 Epoch 53 Batch 60/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.879 Epoch 53 Batch 61/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.862 Epoch 53 Batch 62/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.882 Epoch 53 Batch 63/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.853 Epoch 53 Batch 64/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.786 Epoch 53 Batch 65/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.830 Epoch 53 Batch 66/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.233, Loss: 0.872 Epoch 53 Batch 67/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.857 Epoch 53 Batch 68/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.861 Epoch 53 Batch 69/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.903 Epoch 53 Batch 70/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.841 Epoch 53 Batch 71/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.871 Epoch 53 Batch 72/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.891 Epoch 53 Batch 73/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.873 Epoch 53 Batch 74/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.889 Epoch 53 Batch 75/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.871 Epoch 53 Batch 76/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.907 Epoch 53 Batch 77/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.877 Epoch 53 Batch 78/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.880 Epoch 53 Batch 79/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.845 Epoch 53 Batch 80/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.900 Epoch 53 Batch 81/1077 - Train Accuracy: 0.172, Validation Accuracy: 0.233, Loss: 0.909 Epoch 53 Batch 82/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.233, Loss: 0.833 Epoch 53 Batch 83/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.868 Epoch 53 Batch 84/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.862 Epoch 53 Batch 85/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.863 Epoch 53 Batch 86/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.854 Epoch 53 Batch 87/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.943 Epoch 53 Batch 88/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.897 Epoch 53 Batch 89/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.867 Epoch 53 Batch 90/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.802 Epoch 53 Batch 91/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.861 Epoch 53 Batch 92/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.821 Epoch 53 Batch 93/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.875 Epoch 53 Batch 94/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.817 Epoch 53 Batch 95/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.873 Epoch 53 Batch 96/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.907 Epoch 53 Batch 97/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.870 Epoch 53 Batch 98/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.833 Epoch 53 Batch 99/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.837 Epoch 53 Batch 100/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.859 Epoch 53 Batch 101/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.907 Epoch 53 Batch 102/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.831 Epoch 53 Batch 103/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.856 Epoch 53 Batch 104/1077 - Train Accuracy: 0.105, Validation Accuracy: 0.234, Loss: 0.885 Epoch 53 Batch 105/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.888 Epoch 53 Batch 106/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.233, Loss: 0.876 Epoch 53 Batch 107/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.825 Epoch 53 Batch 108/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.233, Loss: 0.846 Epoch 53 Batch 109/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.887 Epoch 53 Batch 110/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 0.857 Epoch 53 Batch 111/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.892 Epoch 53 Batch 112/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.895 Epoch 53 Batch 113/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.856 Epoch 53 Batch 114/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.870 Epoch 53 Batch 115/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.893 Epoch 53 Batch 116/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.875 Epoch 53 Batch 117/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.902 Epoch 53 Batch 118/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.853 Epoch 53 Batch 119/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.803 Epoch 53 Batch 120/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.891 Epoch 53 Batch 121/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.827 Epoch 53 Batch 122/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.871 Epoch 53 Batch 123/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.893 Epoch 53 Batch 124/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.894 Epoch 53 Batch 125/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.930 Epoch 53 Batch 126/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.857 Epoch 53 Batch 127/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.850 Epoch 53 Batch 128/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.899 Epoch 53 Batch 129/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.833 Epoch 53 Batch 130/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.820 Epoch 53 Batch 131/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.898 Epoch 53 Batch 132/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.906 Epoch 53 Batch 133/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.860 Epoch 53 Batch 134/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.973 Epoch 53 Batch 135/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.848 Epoch 53 Batch 136/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.914 Epoch 53 Batch 137/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.843 Epoch 53 Batch 138/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.917 Epoch 53 Batch 139/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.849 Epoch 53 Batch 140/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.861 Epoch 53 Batch 141/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.885 Epoch 53 Batch 142/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.830 Epoch 53 Batch 143/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.896 Epoch 53 Batch 144/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.898 Epoch 53 Batch 145/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.828 Epoch 53 Batch 146/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.933 Epoch 53 Batch 147/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.885 Epoch 53 Batch 148/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.903 Epoch 53 Batch 149/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.872 Epoch 53 Batch 150/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.911 Epoch 53 Batch 151/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.831 Epoch 53 Batch 152/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.863 Epoch 53 Batch 153/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.915 Epoch 53 Batch 154/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.885 Epoch 53 Batch 155/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.848 Epoch 53 Batch 156/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.938 Epoch 53 Batch 157/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.850 Epoch 53 Batch 158/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.880 Epoch 53 Batch 159/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.885 Epoch 53 Batch 160/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.881 Epoch 53 Batch 161/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.869 Epoch 53 Batch 162/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.953 Epoch 53 Batch 163/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.883 Epoch 53 Batch 164/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.906 Epoch 53 Batch 165/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.851 Epoch 53 Batch 166/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 0.843 Epoch 53 Batch 167/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.839 Epoch 53 Batch 168/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.874 Epoch 53 Batch 169/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.875 Epoch 53 Batch 170/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.234, Loss: 0.884 Epoch 53 Batch 171/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.234, Loss: 0.886 Epoch 53 Batch 172/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.809 Epoch 53 Batch 173/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.234, Loss: 0.855 Epoch 53 Batch 174/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.871 Epoch 53 Batch 175/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.885 Epoch 53 Batch 176/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.840 Epoch 53 Batch 177/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.929 Epoch 53 Batch 178/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 0.843 Epoch 53 Batch 179/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.235, Loss: 0.869 Epoch 53 Batch 180/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 0.853 Epoch 53 Batch 181/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 0.838 Epoch 53 Batch 182/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 0.900 Epoch 53 Batch 183/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 0.854 Epoch 53 Batch 184/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 0.853 Epoch 53 Batch 185/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.870 Epoch 53 Batch 186/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.875 Epoch 53 Batch 187/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.889 Epoch 53 Batch 188/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.923 Epoch 53 Batch 189/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.844 Epoch 53 Batch 190/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.851 Epoch 53 Batch 191/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.234, Loss: 0.899 Epoch 53 Batch 192/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.916 Epoch 53 Batch 193/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.879 Epoch 53 Batch 194/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.899 Epoch 53 Batch 195/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.827 Epoch 53 Batch 196/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.894 Epoch 53 Batch 197/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.912 Epoch 53 Batch 198/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.869 Epoch 53 Batch 199/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.904 Epoch 53 Batch 200/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.889 Epoch 53 Batch 201/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.863 Epoch 53 Batch 202/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.816 Epoch 53 Batch 203/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.820 Epoch 53 Batch 204/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 0.893 Epoch 53 Batch 205/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 0.882 Epoch 53 Batch 206/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.235, Loss: 0.887 Epoch 53 Batch 207/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 0.934 Epoch 53 Batch 208/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 0.871 Epoch 53 Batch 209/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.893 Epoch 53 Batch 210/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.904 Epoch 53 Batch 211/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.845 Epoch 53 Batch 212/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.893 Epoch 53 Batch 213/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.887 Epoch 53 Batch 214/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.897 Epoch 53 Batch 215/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.892 Epoch 53 Batch 216/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.890 Epoch 53 Batch 217/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.891 Epoch 53 Batch 218/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.831 Epoch 53 Batch 219/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.886 Epoch 53 Batch 220/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.844 Epoch 53 Batch 221/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.857 Epoch 53 Batch 222/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.809 Epoch 53 Batch 223/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.848 Epoch 53 Batch 224/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.883 Epoch 53 Batch 225/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.850 Epoch 53 Batch 226/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.861 Epoch 53 Batch 227/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.779 Epoch 53 Batch 228/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.888 Epoch 53 Batch 229/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.895 Epoch 53 Batch 230/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.822 Epoch 53 Batch 231/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.902 Epoch 53 Batch 232/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.872 Epoch 53 Batch 233/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.896 Epoch 53 Batch 234/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.866 Epoch 53 Batch 235/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.890 Epoch 53 Batch 236/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.879 Epoch 53 Batch 237/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.850 Epoch 53 Batch 238/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 0.853 Epoch 53 Batch 239/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.234, Loss: 0.895 Epoch 53 Batch 240/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.862 Epoch 53 Batch 241/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.855 Epoch 53 Batch 242/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.874 Epoch 53 Batch 243/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.892 Epoch 53 Batch 244/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.233, Loss: 0.845 Epoch 53 Batch 245/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.883 Epoch 53 Batch 246/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.823 Epoch 53 Batch 247/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.868 Epoch 53 Batch 248/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.905 Epoch 53 Batch 249/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.862 Epoch 53 Batch 250/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.233, Loss: 0.855 Epoch 53 Batch 251/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.922 Epoch 53 Batch 252/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.907 Epoch 53 Batch 253/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.883 Epoch 53 Batch 254/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.895 Epoch 53 Batch 255/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.878 Epoch 53 Batch 256/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.891 Epoch 53 Batch 257/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.861 Epoch 53 Batch 258/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.818 Epoch 53 Batch 259/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.899 Epoch 53 Batch 260/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.858 Epoch 53 Batch 261/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.895 Epoch 53 Batch 262/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.901 Epoch 53 Batch 263/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.849 Epoch 53 Batch 264/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.906 Epoch 53 Batch 265/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.865 Epoch 53 Batch 266/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.898 Epoch 53 Batch 267/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.233, Loss: 0.863 Epoch 53 Batch 268/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.864 Epoch 53 Batch 269/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.843 Epoch 53 Batch 270/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.843 Epoch 53 Batch 271/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.934 Epoch 53 Batch 272/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.934 Epoch 53 Batch 273/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.896 Epoch 53 Batch 274/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.831 Epoch 53 Batch 275/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.869 Epoch 53 Batch 276/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.848 Epoch 53 Batch 277/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.855 Epoch 53 Batch 278/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.943 Epoch 53 Batch 279/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.933 Epoch 53 Batch 280/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.881 Epoch 53 Batch 281/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.868 Epoch 53 Batch 282/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.888 Epoch 53 Batch 283/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.896 Epoch 53 Batch 284/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.894 Epoch 53 Batch 285/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.948 Epoch 53 Batch 286/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.866 Epoch 53 Batch 287/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.873 Epoch 53 Batch 288/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.877 Epoch 53 Batch 289/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.872 Epoch 53 Batch 290/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.916 Epoch 53 Batch 291/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.860 Epoch 53 Batch 292/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.903 Epoch 53 Batch 293/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.919 Epoch 53 Batch 294/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.233, Loss: 0.857 Epoch 53 Batch 295/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.889 Epoch 53 Batch 296/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.900 Epoch 53 Batch 297/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.907 Epoch 53 Batch 298/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.811 Epoch 53 Batch 299/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.963 Epoch 53 Batch 300/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 0.899 Epoch 53 Batch 301/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.862 Epoch 53 Batch 302/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.916 Epoch 53 Batch 303/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.927 Epoch 53 Batch 304/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.836 Epoch 53 Batch 305/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.800 Epoch 53 Batch 306/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.927 Epoch 53 Batch 307/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.890 Epoch 53 Batch 308/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.920 Epoch 53 Batch 309/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.867 Epoch 53 Batch 310/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.869 Epoch 53 Batch 311/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.233, Loss: 0.859 Epoch 53 Batch 312/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.885 Epoch 53 Batch 313/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.919 Epoch 53 Batch 314/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.905 Epoch 53 Batch 315/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.903 Epoch 53 Batch 316/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.814 Epoch 53 Batch 317/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.852 Epoch 53 Batch 318/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.901 Epoch 53 Batch 319/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.841 Epoch 53 Batch 320/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.875 Epoch 53 Batch 321/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.859 Epoch 53 Batch 322/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.233, Loss: 0.917 Epoch 53 Batch 323/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.870 Epoch 53 Batch 324/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.816 Epoch 53 Batch 325/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.905 Epoch 53 Batch 326/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.891 Epoch 53 Batch 327/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.860 Epoch 53 Batch 328/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.897 Epoch 53 Batch 329/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.842 Epoch 53 Batch 330/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.838 Epoch 53 Batch 331/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.858 Epoch 53 Batch 332/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.858 Epoch 53 Batch 333/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.829 Epoch 53 Batch 334/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.878 Epoch 53 Batch 335/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.797 Epoch 53 Batch 336/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.882 Epoch 53 Batch 337/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.994 Epoch 53 Batch 338/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.947 Epoch 53 Batch 339/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.933 Epoch 53 Batch 340/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.851 Epoch 53 Batch 341/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.823 Epoch 53 Batch 342/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.893 Epoch 53 Batch 343/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.854 Epoch 53 Batch 344/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.851 Epoch 53 Batch 345/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.865 Epoch 53 Batch 346/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.845 Epoch 53 Batch 347/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.907 Epoch 53 Batch 348/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.874 Epoch 53 Batch 349/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.857 Epoch 53 Batch 350/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.882 Epoch 53 Batch 351/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.893 Epoch 53 Batch 352/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.903 Epoch 53 Batch 353/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.903 Epoch 53 Batch 354/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.967 Epoch 53 Batch 355/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.912 Epoch 53 Batch 356/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.844 Epoch 53 Batch 357/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.841 Epoch 53 Batch 358/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.842 Epoch 53 Batch 359/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.895 Epoch 53 Batch 360/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.856 Epoch 53 Batch 361/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.879 Epoch 53 Batch 362/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.903 Epoch 53 Batch 363/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.829 Epoch 53 Batch 364/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.930 Epoch 53 Batch 365/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.918 Epoch 53 Batch 366/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.864 Epoch 53 Batch 367/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.900 Epoch 53 Batch 368/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.889 Epoch 53 Batch 369/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.892 Epoch 53 Batch 370/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.858 Epoch 53 Batch 371/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.857 Epoch 53 Batch 372/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.871 Epoch 53 Batch 373/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.825 Epoch 53 Batch 374/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.909 Epoch 53 Batch 375/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.233, Loss: 0.922 Epoch 53 Batch 376/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.233, Loss: 0.870 Epoch 53 Batch 377/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.845 Epoch 53 Batch 378/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.873 Epoch 53 Batch 379/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.900 Epoch 53 Batch 380/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.855 Epoch 53 Batch 381/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.890 Epoch 53 Batch 382/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.886 Epoch 53 Batch 383/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.875 Epoch 53 Batch 384/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.926 Epoch 53 Batch 385/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.924 Epoch 53 Batch 386/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.890 Epoch 53 Batch 387/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.866 Epoch 53 Batch 388/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.233, Loss: 0.922 Epoch 53 Batch 389/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.876 Epoch 53 Batch 390/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.866 Epoch 53 Batch 391/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.912 Epoch 53 Batch 392/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.832 Epoch 53 Batch 393/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.905 Epoch 53 Batch 394/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.862 Epoch 53 Batch 395/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.946 Epoch 53 Batch 396/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.846 Epoch 53 Batch 397/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.865 Epoch 53 Batch 398/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.955 Epoch 53 Batch 399/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.934 Epoch 53 Batch 400/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.855 Epoch 53 Batch 401/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.934 Epoch 53 Batch 402/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.827 Epoch 53 Batch 403/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.927 Epoch 53 Batch 404/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.867 Epoch 53 Batch 405/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.862 Epoch 53 Batch 406/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.232, Loss: 0.913 Epoch 53 Batch 407/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.855 Epoch 53 Batch 408/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.883 Epoch 53 Batch 409/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.858 Epoch 53 Batch 410/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.232, Loss: 0.898 Epoch 53 Batch 411/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.882 Epoch 53 Batch 412/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.918 Epoch 53 Batch 413/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.851 Epoch 53 Batch 414/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.920 Epoch 53 Batch 415/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.896 Epoch 53 Batch 416/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.901 Epoch 53 Batch 417/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.937 Epoch 53 Batch 418/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.893 Epoch 53 Batch 419/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.231, Loss: 0.909 Epoch 53 Batch 420/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.838 Epoch 53 Batch 421/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.231, Loss: 0.921 Epoch 53 Batch 422/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.935 Epoch 53 Batch 423/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.889 Epoch 53 Batch 424/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.870 Epoch 53 Batch 425/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.908 Epoch 53 Batch 426/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.905 Epoch 53 Batch 427/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.841 Epoch 53 Batch 428/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.232, Loss: 0.860 Epoch 53 Batch 429/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.821 Epoch 53 Batch 430/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.858 Epoch 53 Batch 431/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.870 Epoch 53 Batch 432/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.889 Epoch 53 Batch 433/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.929 Epoch 53 Batch 434/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.853 Epoch 53 Batch 435/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.852 Epoch 53 Batch 436/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.930 Epoch 53 Batch 437/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.841 Epoch 53 Batch 438/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.859 Epoch 53 Batch 439/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.829 Epoch 53 Batch 440/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.902 Epoch 53 Batch 441/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.876 Epoch 53 Batch 442/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.895 Epoch 53 Batch 443/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.855 Epoch 53 Batch 444/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.864 Epoch 53 Batch 445/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.924 Epoch 53 Batch 446/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.849 Epoch 53 Batch 447/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.902 Epoch 53 Batch 448/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.891 Epoch 53 Batch 449/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.856 Epoch 53 Batch 450/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.800 Epoch 53 Batch 451/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.798 Epoch 53 Batch 452/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.864 Epoch 53 Batch 453/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.909 Epoch 53 Batch 454/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.925 Epoch 53 Batch 455/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.233, Loss: 0.898 Epoch 53 Batch 456/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.886 Epoch 53 Batch 457/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.895 Epoch 53 Batch 458/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.867 Epoch 53 Batch 459/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.876 Epoch 53 Batch 460/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.893 Epoch 53 Batch 461/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.876 Epoch 53 Batch 462/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.897 Epoch 53 Batch 463/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.811 Epoch 53 Batch 464/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.875 Epoch 53 Batch 465/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.856 Epoch 53 Batch 466/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.889 Epoch 53 Batch 467/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.887 Epoch 53 Batch 468/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.830 Epoch 53 Batch 469/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.897 Epoch 53 Batch 470/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.907 Epoch 53 Batch 471/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.893 Epoch 53 Batch 472/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.869 Epoch 53 Batch 473/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.837 Epoch 53 Batch 474/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.955 Epoch 53 Batch 475/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.868 Epoch 53 Batch 476/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.233, Loss: 0.915 Epoch 53 Batch 477/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.233, Loss: 0.876 Epoch 53 Batch 478/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.878 Epoch 53 Batch 479/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.913 Epoch 53 Batch 480/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.993 Epoch 53 Batch 481/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.835 Epoch 53 Batch 482/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.856 Epoch 53 Batch 483/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.895 Epoch 53 Batch 484/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.891 Epoch 53 Batch 485/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.872 Epoch 53 Batch 486/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.904 Epoch 53 Batch 487/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.851 Epoch 53 Batch 488/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.910 Epoch 53 Batch 489/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.890 Epoch 53 Batch 490/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.842 Epoch 53 Batch 491/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.888 Epoch 53 Batch 492/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.871 Epoch 53 Batch 493/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.832 Epoch 53 Batch 494/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.851 Epoch 53 Batch 495/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.881 Epoch 53 Batch 496/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.913 Epoch 53 Batch 497/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.855 Epoch 53 Batch 498/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.891 Epoch 53 Batch 499/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.903 Epoch 53 Batch 500/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.810 Epoch 53 Batch 501/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.894 Epoch 53 Batch 502/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.879 Epoch 53 Batch 503/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.889 Epoch 53 Batch 504/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.864 Epoch 53 Batch 505/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.853 Epoch 53 Batch 506/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.900 Epoch 53 Batch 507/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.898 Epoch 53 Batch 508/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.845 Epoch 53 Batch 509/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.903 Epoch 53 Batch 510/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.853 Epoch 53 Batch 511/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.899 Epoch 53 Batch 512/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.876 Epoch 53 Batch 513/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.871 Epoch 53 Batch 514/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.886 Epoch 53 Batch 515/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.915 Epoch 53 Batch 516/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.927 Epoch 53 Batch 517/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.844 Epoch 53 Batch 518/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.899 Epoch 53 Batch 519/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.924 Epoch 53 Batch 520/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.888 Epoch 53 Batch 521/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.932 Epoch 53 Batch 522/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.903 Epoch 53 Batch 523/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.922 Epoch 53 Batch 524/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.874 Epoch 53 Batch 525/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.899 Epoch 53 Batch 526/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.874 Epoch 53 Batch 527/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.826 Epoch 53 Batch 528/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.844 Epoch 53 Batch 529/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.922 Epoch 53 Batch 530/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.896 Epoch 53 Batch 531/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.844 Epoch 53 Batch 532/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.932 Epoch 53 Batch 533/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.883 Epoch 53 Batch 534/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.867 Epoch 53 Batch 535/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.911 Epoch 53 Batch 536/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.839 Epoch 53 Batch 537/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.920 Epoch 53 Batch 538/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.915 Epoch 53 Batch 539/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.882 Epoch 53 Batch 540/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.841 Epoch 53 Batch 541/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.860 Epoch 53 Batch 542/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.968 Epoch 53 Batch 543/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.887 Epoch 53 Batch 544/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.854 Epoch 53 Batch 545/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.799 Epoch 53 Batch 546/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.913 Epoch 53 Batch 547/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.825 Epoch 53 Batch 548/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.876 Epoch 53 Batch 549/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.918 Epoch 53 Batch 550/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.823 Epoch 53 Batch 551/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.858 Epoch 53 Batch 552/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.928 Epoch 53 Batch 553/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.871 Epoch 53 Batch 554/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.840 Epoch 53 Batch 555/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.851 Epoch 53 Batch 556/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.796 Epoch 53 Batch 557/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.854 Epoch 53 Batch 558/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.927 Epoch 53 Batch 559/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.857 Epoch 53 Batch 560/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.882 Epoch 53 Batch 561/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.904 Epoch 53 Batch 562/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.951 Epoch 53 Batch 563/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.883 Epoch 53 Batch 564/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 0.899 Epoch 53 Batch 565/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.860 Epoch 53 Batch 566/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.888 Epoch 53 Batch 567/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.905 Epoch 53 Batch 568/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.870 Epoch 53 Batch 569/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.890 Epoch 53 Batch 570/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 0.877 Epoch 53 Batch 571/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.911 Epoch 53 Batch 572/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.915 Epoch 53 Batch 573/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.876 Epoch 53 Batch 574/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.874 Epoch 53 Batch 575/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.880 Epoch 53 Batch 576/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.894 Epoch 53 Batch 577/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.863 Epoch 53 Batch 578/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.941 Epoch 53 Batch 579/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.849 Epoch 53 Batch 580/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.922 Epoch 53 Batch 581/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.919 Epoch 53 Batch 582/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.889 Epoch 53 Batch 583/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.853 Epoch 53 Batch 584/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.876 Epoch 53 Batch 585/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.896 Epoch 53 Batch 586/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.842 Epoch 53 Batch 587/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.898 Epoch 53 Batch 588/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.908 Epoch 53 Batch 589/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.872 Epoch 53 Batch 590/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.846 Epoch 53 Batch 591/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.232, Loss: 0.875 Epoch 53 Batch 592/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.905 Epoch 53 Batch 593/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.912 Epoch 53 Batch 594/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.898 Epoch 53 Batch 595/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.848 Epoch 53 Batch 596/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.914 Epoch 53 Batch 597/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.232, Loss: 0.903 Epoch 53 Batch 598/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.868 Epoch 53 Batch 599/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.901 Epoch 53 Batch 600/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.839 Epoch 53 Batch 601/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.901 Epoch 53 Batch 602/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.831 Epoch 53 Batch 603/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.828 Epoch 53 Batch 604/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.895 Epoch 53 Batch 605/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.891 Epoch 53 Batch 606/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.852 Epoch 53 Batch 607/1077 - Train Accuracy: 0.240, Validation Accuracy: 0.233, Loss: 0.911 Epoch 53 Batch 608/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.977 Epoch 53 Batch 609/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.863 Epoch 53 Batch 610/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.880 Epoch 53 Batch 611/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.851 Epoch 53 Batch 612/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.824 Epoch 53 Batch 613/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.897 Epoch 53 Batch 614/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.924 Epoch 53 Batch 615/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.860 Epoch 53 Batch 616/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.839 Epoch 53 Batch 617/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.843 Epoch 53 Batch 618/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.856 Epoch 53 Batch 619/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 0.803 Epoch 53 Batch 620/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.898 Epoch 53 Batch 621/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.851 Epoch 53 Batch 622/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.861 Epoch 53 Batch 623/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.849 Epoch 53 Batch 624/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.861 Epoch 53 Batch 625/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.897 Epoch 53 Batch 626/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.233, Loss: 0.857 Epoch 53 Batch 627/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.880 Epoch 53 Batch 628/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.869 Epoch 53 Batch 629/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.890 Epoch 53 Batch 630/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.844 Epoch 53 Batch 631/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.902 Epoch 53 Batch 632/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.861 Epoch 53 Batch 633/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.901 Epoch 53 Batch 634/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.834 Epoch 53 Batch 635/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.232, Loss: 0.762 Epoch 53 Batch 636/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.890 Epoch 53 Batch 637/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.917 Epoch 53 Batch 638/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.867 Epoch 53 Batch 639/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.912 Epoch 53 Batch 640/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.899 Epoch 53 Batch 641/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.836 Epoch 53 Batch 642/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.920 Epoch 53 Batch 643/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.905 Epoch 53 Batch 644/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.858 Epoch 53 Batch 645/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.845 Epoch 53 Batch 646/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.846 Epoch 53 Batch 647/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.856 Epoch 53 Batch 648/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.866 Epoch 53 Batch 649/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.910 Epoch 53 Batch 650/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.898 Epoch 53 Batch 651/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.947 Epoch 53 Batch 652/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.864 Epoch 53 Batch 653/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.911 Epoch 53 Batch 654/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.822 Epoch 53 Batch 655/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.876 Epoch 53 Batch 656/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.880 Epoch 53 Batch 657/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.960 Epoch 53 Batch 658/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.933 Epoch 53 Batch 659/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.876 Epoch 53 Batch 660/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.850 Epoch 53 Batch 661/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.877 Epoch 53 Batch 662/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.880 Epoch 53 Batch 663/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.879 Epoch 53 Batch 664/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.893 Epoch 53 Batch 665/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.901 Epoch 53 Batch 666/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.915 Epoch 53 Batch 667/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.867 Epoch 53 Batch 668/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.871 Epoch 53 Batch 669/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.830 Epoch 53 Batch 670/1077 - Train Accuracy: 0.238, Validation Accuracy: 0.233, Loss: 0.877 Epoch 53 Batch 671/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.842 Epoch 53 Batch 672/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.899 Epoch 53 Batch 673/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.876 Epoch 53 Batch 674/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.867 Epoch 53 Batch 675/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.899 Epoch 53 Batch 676/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.882 Epoch 53 Batch 677/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.962 Epoch 53 Batch 678/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.878 Epoch 53 Batch 679/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.792 Epoch 53 Batch 680/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.925 Epoch 53 Batch 681/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.923 Epoch 53 Batch 682/1077 - Train Accuracy: 0.143, Validation Accuracy: 0.233, Loss: 0.844 Epoch 53 Batch 683/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.882 Epoch 53 Batch 684/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.841 Epoch 53 Batch 685/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.915 Epoch 53 Batch 686/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.867 Epoch 53 Batch 687/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.916 Epoch 53 Batch 688/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.889 Epoch 53 Batch 689/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.893 Epoch 53 Batch 690/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.869 Epoch 53 Batch 691/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.845 Epoch 53 Batch 692/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.909 Epoch 53 Batch 693/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.835 Epoch 53 Batch 694/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.912 Epoch 53 Batch 695/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.963 Epoch 53 Batch 696/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.900 Epoch 53 Batch 697/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.939 Epoch 53 Batch 698/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.855 Epoch 53 Batch 699/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.235, Loss: 0.849 Epoch 53 Batch 700/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 0.899 Epoch 53 Batch 701/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.905 Epoch 53 Batch 702/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.899 Epoch 53 Batch 703/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.894 Epoch 53 Batch 704/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.879 Epoch 53 Batch 705/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.828 Epoch 53 Batch 706/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.957 Epoch 53 Batch 707/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.878 Epoch 53 Batch 708/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.905 Epoch 53 Batch 709/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.888 Epoch 53 Batch 710/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.879 Epoch 53 Batch 711/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.870 Epoch 53 Batch 712/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.882 Epoch 53 Batch 713/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.234, Loss: 0.843 Epoch 53 Batch 714/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.234, Loss: 0.825 Epoch 53 Batch 715/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.856 Epoch 53 Batch 716/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.810 Epoch 53 Batch 717/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.856 Epoch 53 Batch 718/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.875 Epoch 53 Batch 719/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.846 Epoch 53 Batch 720/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.865 Epoch 53 Batch 721/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.878 Epoch 53 Batch 722/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.786 Epoch 53 Batch 723/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.912 Epoch 53 Batch 724/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.880 Epoch 53 Batch 725/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 0.861 Epoch 53 Batch 726/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.892 Epoch 53 Batch 727/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.871 Epoch 53 Batch 728/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.860 Epoch 53 Batch 729/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.873 Epoch 53 Batch 730/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.915 Epoch 53 Batch 731/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 0.865 Epoch 53 Batch 732/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.887 Epoch 53 Batch 733/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.854 Epoch 53 Batch 734/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.883 Epoch 53 Batch 735/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.863 Epoch 53 Batch 736/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.878 Epoch 53 Batch 737/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.867 Epoch 53 Batch 738/1077 - Train Accuracy: 0.289, Validation Accuracy: 0.234, Loss: 0.856 Epoch 53 Batch 739/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.863 Epoch 53 Batch 740/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.890 Epoch 53 Batch 741/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.833 Epoch 53 Batch 742/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.838 Epoch 53 Batch 743/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.881 Epoch 53 Batch 744/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.897 Epoch 53 Batch 745/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.848 Epoch 53 Batch 746/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.873 Epoch 53 Batch 747/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.839 Epoch 53 Batch 748/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.913 Epoch 53 Batch 749/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.870 Epoch 53 Batch 750/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.872 Epoch 53 Batch 751/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.898 Epoch 53 Batch 752/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.880 Epoch 53 Batch 753/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.848 Epoch 53 Batch 754/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.906 Epoch 53 Batch 755/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.866 Epoch 53 Batch 756/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.886 Epoch 53 Batch 757/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.871 Epoch 53 Batch 758/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.863 Epoch 53 Batch 759/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.849 Epoch 53 Batch 760/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.936 Epoch 53 Batch 761/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.857 Epoch 53 Batch 762/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.970 Epoch 53 Batch 763/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.881 Epoch 53 Batch 764/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.895 Epoch 53 Batch 765/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.849 Epoch 53 Batch 766/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.846 Epoch 53 Batch 767/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.943 Epoch 53 Batch 768/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.876 Epoch 53 Batch 769/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.840 Epoch 53 Batch 770/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.845 Epoch 53 Batch 771/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.871 Epoch 53 Batch 772/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.884 Epoch 53 Batch 773/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.920 Epoch 53 Batch 774/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.848 Epoch 53 Batch 775/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.818 Epoch 53 Batch 776/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.868 Epoch 53 Batch 777/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.856 Epoch 53 Batch 778/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.830 Epoch 53 Batch 779/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.869 Epoch 53 Batch 780/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.901 Epoch 53 Batch 781/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.904 Epoch 53 Batch 782/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.895 Epoch 53 Batch 783/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.960 Epoch 53 Batch 784/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.880 Epoch 53 Batch 785/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.863 Epoch 53 Batch 786/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.877 Epoch 53 Batch 787/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.829 Epoch 53 Batch 788/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.893 Epoch 53 Batch 789/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.768 Epoch 53 Batch 790/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.882 Epoch 53 Batch 791/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.928 Epoch 53 Batch 792/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.877 Epoch 53 Batch 793/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.882 Epoch 53 Batch 794/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.880 Epoch 53 Batch 795/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.843 Epoch 53 Batch 796/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.853 Epoch 53 Batch 797/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.891 Epoch 53 Batch 798/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.923 Epoch 53 Batch 799/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.900 Epoch 53 Batch 800/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.891 Epoch 53 Batch 801/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.893 Epoch 53 Batch 802/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.909 Epoch 53 Batch 803/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.849 Epoch 53 Batch 804/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.892 Epoch 53 Batch 805/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.849 Epoch 53 Batch 806/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.820 Epoch 53 Batch 807/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.815 Epoch 53 Batch 808/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.854 Epoch 53 Batch 809/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.822 Epoch 53 Batch 810/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.864 Epoch 53 Batch 811/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.854 Epoch 53 Batch 812/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.887 Epoch 53 Batch 813/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.881 Epoch 53 Batch 814/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.890 Epoch 53 Batch 815/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.894 Epoch 53 Batch 816/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.864 Epoch 53 Batch 817/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.841 Epoch 53 Batch 818/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.843 Epoch 53 Batch 819/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.884 Epoch 53 Batch 820/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.870 Epoch 53 Batch 821/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.881 Epoch 53 Batch 822/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.889 Epoch 53 Batch 823/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.872 Epoch 53 Batch 824/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.829 Epoch 53 Batch 825/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.847 Epoch 53 Batch 826/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.877 Epoch 53 Batch 827/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.915 Epoch 53 Batch 828/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.912 Epoch 53 Batch 829/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.871 Epoch 53 Batch 830/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.809 Epoch 53 Batch 831/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.234, Loss: 0.895 Epoch 53 Batch 832/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.868 Epoch 53 Batch 833/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.878 Epoch 53 Batch 834/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.234, Loss: 0.846 Epoch 53 Batch 835/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.892 Epoch 53 Batch 836/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.893 Epoch 53 Batch 837/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.879 Epoch 53 Batch 838/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.874 Epoch 53 Batch 839/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.892 Epoch 53 Batch 840/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.899 Epoch 53 Batch 841/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.922 Epoch 53 Batch 842/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.939 Epoch 53 Batch 843/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.859 Epoch 53 Batch 844/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.833 Epoch 53 Batch 845/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.805 Epoch 53 Batch 846/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.850 Epoch 53 Batch 847/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.880 Epoch 53 Batch 848/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.884 Epoch 53 Batch 849/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.840 Epoch 53 Batch 850/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.935 Epoch 53 Batch 851/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.930 Epoch 53 Batch 852/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.843 Epoch 53 Batch 853/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.896 Epoch 53 Batch 854/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.927 Epoch 53 Batch 855/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.903 Epoch 53 Batch 856/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.913 Epoch 53 Batch 857/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.846 Epoch 53 Batch 858/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.879 Epoch 53 Batch 859/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.861 Epoch 53 Batch 860/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.830 Epoch 53 Batch 861/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.905 Epoch 53 Batch 862/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.945 Epoch 53 Batch 863/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.837 Epoch 53 Batch 864/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.866 Epoch 53 Batch 865/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.234, Loss: 0.870 Epoch 53 Batch 866/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.872 Epoch 53 Batch 867/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.897 Epoch 53 Batch 868/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.910 Epoch 53 Batch 869/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.873 Epoch 53 Batch 870/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 0.925 Epoch 53 Batch 871/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.876 Epoch 53 Batch 872/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.813 Epoch 53 Batch 873/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.899 Epoch 53 Batch 874/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.850 Epoch 53 Batch 875/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.851 Epoch 53 Batch 876/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.900 Epoch 53 Batch 877/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.853 Epoch 53 Batch 878/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.908 Epoch 53 Batch 879/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.887 Epoch 53 Batch 880/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.888 Epoch 53 Batch 881/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.915 Epoch 53 Batch 882/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.894 Epoch 53 Batch 883/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.907 Epoch 53 Batch 884/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.909 Epoch 53 Batch 885/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.233, Loss: 0.872 Epoch 53 Batch 886/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.869 Epoch 53 Batch 887/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.890 Epoch 53 Batch 888/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.832 Epoch 53 Batch 889/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.826 Epoch 53 Batch 890/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.857 Epoch 53 Batch 891/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.886 Epoch 53 Batch 892/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.905 Epoch 53 Batch 893/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.908 Epoch 53 Batch 894/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.868 Epoch 53 Batch 895/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.903 Epoch 53 Batch 896/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.903 Epoch 53 Batch 897/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.881 Epoch 53 Batch 898/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.893 Epoch 53 Batch 899/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.908 Epoch 53 Batch 900/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.899 Epoch 53 Batch 901/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.903 Epoch 53 Batch 902/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.878 Epoch 53 Batch 903/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.879 Epoch 53 Batch 904/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.892 Epoch 53 Batch 905/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.884 Epoch 53 Batch 906/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.832 Epoch 53 Batch 907/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.869 Epoch 53 Batch 908/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.936 Epoch 53 Batch 909/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.942 Epoch 53 Batch 910/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.896 Epoch 53 Batch 911/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.233, Loss: 0.940 Epoch 53 Batch 912/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.937 Epoch 53 Batch 913/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.907 Epoch 53 Batch 914/1077 - Train Accuracy: 0.301, Validation Accuracy: 0.234, Loss: 0.935 Epoch 53 Batch 915/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.856 Epoch 53 Batch 916/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.984 Epoch 53 Batch 917/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.946 Epoch 53 Batch 918/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.852 Epoch 53 Batch 919/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.233, Loss: 0.893 Epoch 53 Batch 920/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.762 Epoch 53 Batch 921/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.896 Epoch 53 Batch 922/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.234, Loss: 0.833 Epoch 53 Batch 923/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.234, Loss: 0.841 Epoch 53 Batch 924/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.234, Loss: 0.880 Epoch 53 Batch 925/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.838 Epoch 53 Batch 926/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.893 Epoch 53 Batch 927/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.234, Loss: 0.927 Epoch 53 Batch 928/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.874 Epoch 53 Batch 929/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.880 Epoch 53 Batch 930/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.896 Epoch 53 Batch 931/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.857 Epoch 53 Batch 932/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.234, Loss: 0.867 Epoch 53 Batch 933/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.898 Epoch 53 Batch 934/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.851 Epoch 53 Batch 935/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.864 Epoch 53 Batch 936/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.840 Epoch 53 Batch 937/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.233, Loss: 0.938 Epoch 53 Batch 938/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.930 Epoch 53 Batch 939/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.909 Epoch 53 Batch 940/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.878 Epoch 53 Batch 941/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.867 Epoch 53 Batch 942/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.866 Epoch 53 Batch 943/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.862 Epoch 53 Batch 944/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.888 Epoch 53 Batch 945/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.911 Epoch 53 Batch 946/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.845 Epoch 53 Batch 947/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.894 Epoch 53 Batch 948/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.974 Epoch 53 Batch 949/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 0.903 Epoch 53 Batch 950/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.871 Epoch 53 Batch 951/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.873 Epoch 53 Batch 952/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.922 Epoch 53 Batch 953/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.852 Epoch 53 Batch 954/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.886 Epoch 53 Batch 955/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.894 Epoch 53 Batch 956/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.862 Epoch 53 Batch 957/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.830 Epoch 53 Batch 958/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.926 Epoch 53 Batch 959/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.871 Epoch 53 Batch 960/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.914 Epoch 53 Batch 961/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.872 Epoch 53 Batch 962/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.827 Epoch 53 Batch 963/1077 - Train Accuracy: 0.075, Validation Accuracy: 0.233, Loss: 0.841 Epoch 53 Batch 964/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.902 Epoch 53 Batch 965/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 0.850 Epoch 53 Batch 966/1077 - Train Accuracy: 0.267, Validation Accuracy: 0.233, Loss: 0.913 Epoch 53 Batch 967/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.961 Epoch 53 Batch 968/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.898 Epoch 53 Batch 969/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.920 Epoch 53 Batch 970/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.867 Epoch 53 Batch 971/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.914 Epoch 53 Batch 972/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.810 Epoch 53 Batch 973/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.877 Epoch 53 Batch 974/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.877 Epoch 53 Batch 975/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.233, Loss: 0.832 Epoch 53 Batch 976/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.865 Epoch 53 Batch 977/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.906 Epoch 53 Batch 978/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.833 Epoch 53 Batch 979/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 0.933 Epoch 53 Batch 980/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.886 Epoch 53 Batch 981/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.865 Epoch 53 Batch 982/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.903 Epoch 53 Batch 983/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.904 Epoch 53 Batch 984/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.889 Epoch 53 Batch 985/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.898 Epoch 53 Batch 986/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.849 Epoch 53 Batch 987/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.912 Epoch 53 Batch 988/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.233, Loss: 0.869 Epoch 53 Batch 989/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.788 Epoch 53 Batch 990/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.887 Epoch 53 Batch 991/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.861 Epoch 53 Batch 992/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.919 Epoch 53 Batch 993/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.874 Epoch 53 Batch 994/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.859 Epoch 53 Batch 995/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.860 Epoch 53 Batch 996/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.890 Epoch 53 Batch 997/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.906 Epoch 53 Batch 998/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.954 Epoch 53 Batch 999/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.882 Epoch 53 Batch 1000/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.868 Epoch 53 Batch 1001/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.232, Loss: 0.900 Epoch 53 Batch 1002/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.232, Loss: 0.874 Epoch 53 Batch 1003/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.821 Epoch 53 Batch 1004/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.862 Epoch 53 Batch 1005/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.862 Epoch 53 Batch 1006/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.871 Epoch 53 Batch 1007/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.852 Epoch 53 Batch 1008/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.834 Epoch 53 Batch 1009/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.818 Epoch 53 Batch 1010/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.903 Epoch 53 Batch 1011/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.843 Epoch 53 Batch 1012/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.233, Loss: 0.827 Epoch 53 Batch 1013/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.868 Epoch 53 Batch 1014/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.860 Epoch 53 Batch 1015/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.907 Epoch 53 Batch 1016/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.864 Epoch 53 Batch 1017/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.233, Loss: 0.873 Epoch 53 Batch 1018/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.849 Epoch 53 Batch 1019/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.881 Epoch 53 Batch 1020/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.834 Epoch 53 Batch 1021/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.870 Epoch 53 Batch 1022/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.882 Epoch 53 Batch 1023/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.233, Loss: 0.902 Epoch 53 Batch 1024/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.890 Epoch 53 Batch 1025/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.883 Epoch 53 Batch 1026/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.869 Epoch 53 Batch 1027/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.917 Epoch 53 Batch 1028/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.877 Epoch 53 Batch 1029/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.859 Epoch 53 Batch 1030/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.817 Epoch 53 Batch 1031/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.856 Epoch 53 Batch 1032/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.899 Epoch 53 Batch 1033/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.886 Epoch 53 Batch 1034/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.815 Epoch 53 Batch 1035/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.854 Epoch 53 Batch 1036/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.894 Epoch 53 Batch 1037/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.921 Epoch 53 Batch 1038/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.874 Epoch 53 Batch 1039/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.893 Epoch 53 Batch 1040/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.910 Epoch 53 Batch 1041/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.906 Epoch 53 Batch 1042/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.908 Epoch 53 Batch 1043/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.877 Epoch 53 Batch 1044/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.844 Epoch 53 Batch 1045/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.931 Epoch 53 Batch 1046/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.852 Epoch 53 Batch 1047/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.900 Epoch 53 Batch 1048/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.850 Epoch 53 Batch 1049/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.867 Epoch 53 Batch 1050/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.849 Epoch 53 Batch 1051/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.920 Epoch 53 Batch 1052/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.914 Epoch 53 Batch 1053/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.897 Epoch 53 Batch 1054/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.884 Epoch 53 Batch 1055/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.910 Epoch 53 Batch 1056/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.805 Epoch 53 Batch 1057/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.873 Epoch 53 Batch 1058/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.893 Epoch 53 Batch 1059/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 0.938 Epoch 53 Batch 1060/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.855 Epoch 53 Batch 1061/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.922 Epoch 53 Batch 1062/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.861 Epoch 53 Batch 1063/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.930 Epoch 53 Batch 1064/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.860 Epoch 53 Batch 1065/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.880 Epoch 53 Batch 1066/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.861 Epoch 53 Batch 1067/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.833 Epoch 53 Batch 1068/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.889 Epoch 53 Batch 1069/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.879 Epoch 53 Batch 1070/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.857 Epoch 53 Batch 1071/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 0.834 Epoch 53 Batch 1072/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 0.881 Epoch 53 Batch 1073/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 0.851 Epoch 53 Batch 1074/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.905 Epoch 53 Batch 1075/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.818 Epoch 54 Batch 0/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.885 Epoch 54 Batch 1/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.839 Epoch 54 Batch 2/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.795 Epoch 54 Batch 3/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.885 Epoch 54 Batch 4/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.908 Epoch 54 Batch 5/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.875 Epoch 54 Batch 6/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.926 Epoch 54 Batch 7/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.234, Loss: 0.889 Epoch 54 Batch 8/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.904 Epoch 54 Batch 9/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.880 Epoch 54 Batch 10/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.848 Epoch 54 Batch 11/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.885 Epoch 54 Batch 12/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.828 Epoch 54 Batch 13/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.234, Loss: 0.924 Epoch 54 Batch 14/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.920 Epoch 54 Batch 15/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.898 Epoch 54 Batch 16/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.843 Epoch 54 Batch 17/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.872 Epoch 54 Batch 18/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.823 Epoch 54 Batch 19/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.895 Epoch 54 Batch 20/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.758 Epoch 54 Batch 21/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.901 Epoch 54 Batch 22/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.897 Epoch 54 Batch 23/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.907 Epoch 54 Batch 24/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.884 Epoch 54 Batch 25/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.876 Epoch 54 Batch 26/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.875 Epoch 54 Batch 27/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.857 Epoch 54 Batch 28/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.786 Epoch 54 Batch 29/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.888 Epoch 54 Batch 30/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.843 Epoch 54 Batch 31/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.949 Epoch 54 Batch 32/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.893 Epoch 54 Batch 33/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.911 Epoch 54 Batch 34/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.909 Epoch 54 Batch 35/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.853 Epoch 54 Batch 36/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.858 Epoch 54 Batch 37/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.915 Epoch 54 Batch 38/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.234, Loss: 0.864 Epoch 54 Batch 39/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.907 Epoch 54 Batch 40/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.867 Epoch 54 Batch 41/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.794 Epoch 54 Batch 42/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.857 Epoch 54 Batch 43/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.234, Loss: 0.876 Epoch 54 Batch 44/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.872 Epoch 54 Batch 45/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.869 Epoch 54 Batch 46/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.233, Loss: 0.917 Epoch 54 Batch 47/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.881 Epoch 54 Batch 48/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.921 Epoch 54 Batch 49/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.234, Loss: 0.866 Epoch 54 Batch 50/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.854 Epoch 54 Batch 51/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.806 Epoch 54 Batch 52/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.859 Epoch 54 Batch 53/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.234, Loss: 0.950 Epoch 54 Batch 54/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.882 Epoch 54 Batch 55/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.909 Epoch 54 Batch 56/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.852 Epoch 54 Batch 57/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.234, Loss: 0.895 Epoch 54 Batch 58/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.854 Epoch 54 Batch 59/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.861 Epoch 54 Batch 60/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.887 Epoch 54 Batch 61/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.847 Epoch 54 Batch 62/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.821 Epoch 54 Batch 63/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.851 Epoch 54 Batch 64/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.839 Epoch 54 Batch 65/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.859 Epoch 54 Batch 66/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.233, Loss: 0.866 Epoch 54 Batch 67/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.882 Epoch 54 Batch 68/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.908 Epoch 54 Batch 69/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.927 Epoch 54 Batch 70/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.904 Epoch 54 Batch 71/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.871 Epoch 54 Batch 72/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.864 Epoch 54 Batch 73/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.878 Epoch 54 Batch 74/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.922 Epoch 54 Batch 75/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.861 Epoch 54 Batch 76/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.844 Epoch 54 Batch 77/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.900 Epoch 54 Batch 78/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.847 Epoch 54 Batch 79/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.904 Epoch 54 Batch 80/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.904 Epoch 54 Batch 81/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.234, Loss: 0.881 Epoch 54 Batch 82/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.234, Loss: 0.927 Epoch 54 Batch 83/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.857 Epoch 54 Batch 84/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.938 Epoch 54 Batch 85/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.234, Loss: 0.863 Epoch 54 Batch 86/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.835 Epoch 54 Batch 87/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.872 Epoch 54 Batch 88/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.923 Epoch 54 Batch 89/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.925 Epoch 54 Batch 90/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.932 Epoch 54 Batch 91/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.849 Epoch 54 Batch 92/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.845 Epoch 54 Batch 93/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.872 Epoch 54 Batch 94/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.922 Epoch 54 Batch 95/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.914 Epoch 54 Batch 96/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.838 Epoch 54 Batch 97/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.866 Epoch 54 Batch 98/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.894 Epoch 54 Batch 99/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.900 Epoch 54 Batch 100/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.848 Epoch 54 Batch 101/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.845 Epoch 54 Batch 102/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.971 Epoch 54 Batch 103/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.909 Epoch 54 Batch 104/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.233, Loss: 0.844 Epoch 54 Batch 105/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.871 Epoch 54 Batch 106/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.233, Loss: 0.846 Epoch 54 Batch 107/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.883 Epoch 54 Batch 108/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.233, Loss: 0.882 Epoch 54 Batch 109/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.863 Epoch 54 Batch 110/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.946 Epoch 54 Batch 111/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.864 Epoch 54 Batch 112/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.869 Epoch 54 Batch 113/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.877 Epoch 54 Batch 114/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.854 Epoch 54 Batch 115/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.824 Epoch 54 Batch 116/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.894 Epoch 54 Batch 117/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.873 Epoch 54 Batch 118/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.860 Epoch 54 Batch 119/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.865 Epoch 54 Batch 120/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.838 Epoch 54 Batch 121/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.858 Epoch 54 Batch 122/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.868 Epoch 54 Batch 123/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.864 Epoch 54 Batch 124/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.856 Epoch 54 Batch 125/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.931 Epoch 54 Batch 126/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.861 Epoch 54 Batch 127/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.844 Epoch 54 Batch 128/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.905 Epoch 54 Batch 129/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.923 Epoch 54 Batch 130/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.903 Epoch 54 Batch 131/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.880 Epoch 54 Batch 132/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.869 Epoch 54 Batch 133/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.903 Epoch 54 Batch 134/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.878 Epoch 54 Batch 135/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.837 Epoch 54 Batch 136/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.907 Epoch 54 Batch 137/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.801 Epoch 54 Batch 138/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.851 Epoch 54 Batch 139/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.866 Epoch 54 Batch 140/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.864 Epoch 54 Batch 141/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.915 Epoch 54 Batch 142/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.894 Epoch 54 Batch 143/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.849 Epoch 54 Batch 144/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.899 Epoch 54 Batch 145/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.788 Epoch 54 Batch 146/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.941 Epoch 54 Batch 147/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.838 Epoch 54 Batch 148/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.927 Epoch 54 Batch 149/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.860 Epoch 54 Batch 150/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.846 Epoch 54 Batch 151/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.894 Epoch 54 Batch 152/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.870 Epoch 54 Batch 153/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.869 Epoch 54 Batch 154/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.885 Epoch 54 Batch 155/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.818 Epoch 54 Batch 156/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.889 Epoch 54 Batch 157/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.882 Epoch 54 Batch 158/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.891 Epoch 54 Batch 159/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.835 Epoch 54 Batch 160/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.860 Epoch 54 Batch 161/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.905 Epoch 54 Batch 162/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.921 Epoch 54 Batch 163/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.894 Epoch 54 Batch 164/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.885 Epoch 54 Batch 165/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.788 Epoch 54 Batch 166/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.913 Epoch 54 Batch 167/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.904 Epoch 54 Batch 168/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.914 Epoch 54 Batch 169/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.883 Epoch 54 Batch 170/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.873 Epoch 54 Batch 171/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.233, Loss: 0.869 Epoch 54 Batch 172/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.882 Epoch 54 Batch 173/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.233, Loss: 0.887 Epoch 54 Batch 174/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.880 Epoch 54 Batch 175/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.918 Epoch 54 Batch 176/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.945 Epoch 54 Batch 177/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.885 Epoch 54 Batch 178/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.860 Epoch 54 Batch 179/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.234, Loss: 0.870 Epoch 54 Batch 180/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.867 Epoch 54 Batch 181/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.905 Epoch 54 Batch 182/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.889 Epoch 54 Batch 183/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.935 Epoch 54 Batch 184/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.891 Epoch 54 Batch 185/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.854 Epoch 54 Batch 186/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.918 Epoch 54 Batch 187/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.857 Epoch 54 Batch 188/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.917 Epoch 54 Batch 189/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.905 Epoch 54 Batch 190/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.913 Epoch 54 Batch 191/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.233, Loss: 0.880 Epoch 54 Batch 192/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.959 Epoch 54 Batch 193/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.898 Epoch 54 Batch 194/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.903 Epoch 54 Batch 195/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.848 Epoch 54 Batch 196/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.877 Epoch 54 Batch 197/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.862 Epoch 54 Batch 198/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.889 Epoch 54 Batch 199/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.891 Epoch 54 Batch 200/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.854 Epoch 54 Batch 201/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.851 Epoch 54 Batch 202/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.875 Epoch 54 Batch 203/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.863 Epoch 54 Batch 204/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.898 Epoch 54 Batch 205/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.931 Epoch 54 Batch 206/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.914 Epoch 54 Batch 207/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.895 Epoch 54 Batch 208/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.869 Epoch 54 Batch 209/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.919 Epoch 54 Batch 210/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.880 Epoch 54 Batch 211/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.921 Epoch 54 Batch 212/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.908 Epoch 54 Batch 213/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.908 Epoch 54 Batch 214/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.854 Epoch 54 Batch 215/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.932 Epoch 54 Batch 216/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.868 Epoch 54 Batch 217/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.865 Epoch 54 Batch 218/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.887 Epoch 54 Batch 219/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.848 Epoch 54 Batch 220/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.836 Epoch 54 Batch 221/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.859 Epoch 54 Batch 222/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.914 Epoch 54 Batch 223/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.878 Epoch 54 Batch 224/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.842 Epoch 54 Batch 225/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.901 Epoch 54 Batch 226/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.886 Epoch 54 Batch 227/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.879 Epoch 54 Batch 228/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.893 Epoch 54 Batch 229/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.878 Epoch 54 Batch 230/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.892 Epoch 54 Batch 231/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.875 Epoch 54 Batch 232/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.884 Epoch 54 Batch 233/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.884 Epoch 54 Batch 234/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.872 Epoch 54 Batch 235/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.876 Epoch 54 Batch 236/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.907 Epoch 54 Batch 237/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.871 Epoch 54 Batch 238/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.841 Epoch 54 Batch 239/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.857 Epoch 54 Batch 240/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.778 Epoch 54 Batch 241/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.821 Epoch 54 Batch 242/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.896 Epoch 54 Batch 243/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.897 Epoch 54 Batch 244/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.233, Loss: 0.871 Epoch 54 Batch 245/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.887 Epoch 54 Batch 246/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.859 Epoch 54 Batch 247/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.808 Epoch 54 Batch 248/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.877 Epoch 54 Batch 249/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.823 Epoch 54 Batch 250/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.233, Loss: 0.893 Epoch 54 Batch 251/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.880 Epoch 54 Batch 252/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.859 Epoch 54 Batch 253/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.234, Loss: 0.876 Epoch 54 Batch 254/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.885 Epoch 54 Batch 255/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.939 Epoch 54 Batch 256/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.901 Epoch 54 Batch 257/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.889 Epoch 54 Batch 258/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.896 Epoch 54 Batch 259/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.890 Epoch 54 Batch 260/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.858 Epoch 54 Batch 261/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.234, Loss: 0.834 Epoch 54 Batch 262/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.851 Epoch 54 Batch 263/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.233, Loss: 0.901 Epoch 54 Batch 264/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.851 Epoch 54 Batch 265/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.872 Epoch 54 Batch 266/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.884 Epoch 54 Batch 267/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.234, Loss: 0.813 Epoch 54 Batch 268/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.931 Epoch 54 Batch 269/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.894 Epoch 54 Batch 270/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.894 Epoch 54 Batch 271/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.798 Epoch 54 Batch 272/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.893 Epoch 54 Batch 273/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.852 Epoch 54 Batch 274/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.812 Epoch 54 Batch 275/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.841 Epoch 54 Batch 276/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.234, Loss: 0.896 Epoch 54 Batch 277/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.943 Epoch 54 Batch 278/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.815 Epoch 54 Batch 279/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.869 Epoch 54 Batch 280/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.870 Epoch 54 Batch 281/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.807 Epoch 54 Batch 282/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.840 Epoch 54 Batch 283/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.879 Epoch 54 Batch 284/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.997 Epoch 54 Batch 285/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.916 Epoch 54 Batch 286/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.897 Epoch 54 Batch 287/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.804 Epoch 54 Batch 288/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.234, Loss: 0.878 Epoch 54 Batch 289/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.858 Epoch 54 Batch 290/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.838 Epoch 54 Batch 291/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.863 Epoch 54 Batch 292/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.851 Epoch 54 Batch 293/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.846 Epoch 54 Batch 294/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.234, Loss: 0.879 Epoch 54 Batch 295/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.860 Epoch 54 Batch 296/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.874 Epoch 54 Batch 297/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.862 Epoch 54 Batch 298/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.881 Epoch 54 Batch 299/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.890 Epoch 54 Batch 300/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.234, Loss: 0.802 Epoch 54 Batch 301/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.868 Epoch 54 Batch 302/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.909 Epoch 54 Batch 303/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.234, Loss: 0.903 Epoch 54 Batch 304/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.852 Epoch 54 Batch 305/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.864 Epoch 54 Batch 306/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.886 Epoch 54 Batch 307/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.873 Epoch 54 Batch 308/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.902 Epoch 54 Batch 309/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.870 Epoch 54 Batch 310/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.908 Epoch 54 Batch 311/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.234, Loss: 0.899 Epoch 54 Batch 312/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.886 Epoch 54 Batch 313/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.888 Epoch 54 Batch 314/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.848 Epoch 54 Batch 315/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.876 Epoch 54 Batch 316/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.853 Epoch 54 Batch 317/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.886 Epoch 54 Batch 318/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.888 Epoch 54 Batch 319/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.926 Epoch 54 Batch 320/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.915 Epoch 54 Batch 321/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.844 Epoch 54 Batch 322/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.234, Loss: 0.903 Epoch 54 Batch 323/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.884 Epoch 54 Batch 324/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.854 Epoch 54 Batch 325/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.909 Epoch 54 Batch 326/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.847 Epoch 54 Batch 327/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.952 Epoch 54 Batch 328/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.855 Epoch 54 Batch 329/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.888 Epoch 54 Batch 330/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.916 Epoch 54 Batch 331/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 0.828 Epoch 54 Batch 332/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.914 Epoch 54 Batch 333/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 0.849 Epoch 54 Batch 334/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.847 Epoch 54 Batch 335/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.875 Epoch 54 Batch 336/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.903 Epoch 54 Batch 337/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.918 Epoch 54 Batch 338/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.834 Epoch 54 Batch 339/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.862 Epoch 54 Batch 340/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.938 Epoch 54 Batch 341/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.864 Epoch 54 Batch 342/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.842 Epoch 54 Batch 343/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.879 Epoch 54 Batch 344/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.900 Epoch 54 Batch 345/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.886 Epoch 54 Batch 346/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.866 Epoch 54 Batch 347/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.844 Epoch 54 Batch 348/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.879 Epoch 54 Batch 349/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.891 Epoch 54 Batch 350/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.870 Epoch 54 Batch 351/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.909 Epoch 54 Batch 352/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.905 Epoch 54 Batch 353/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.821 Epoch 54 Batch 354/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.845 Epoch 54 Batch 355/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.889 Epoch 54 Batch 356/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.887 Epoch 54 Batch 357/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.849 Epoch 54 Batch 358/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.870 Epoch 54 Batch 359/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.976 Epoch 54 Batch 360/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.821 Epoch 54 Batch 361/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.855 Epoch 54 Batch 362/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.805 Epoch 54 Batch 363/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.905 Epoch 54 Batch 364/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.835 Epoch 54 Batch 365/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.945 Epoch 54 Batch 366/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.879 Epoch 54 Batch 367/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.839 Epoch 54 Batch 368/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.897 Epoch 54 Batch 369/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.874 Epoch 54 Batch 370/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.957 Epoch 54 Batch 371/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.847 Epoch 54 Batch 372/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.852 Epoch 54 Batch 373/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.868 Epoch 54 Batch 374/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.869 Epoch 54 Batch 375/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.234, Loss: 0.914 Epoch 54 Batch 376/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.234, Loss: 0.916 Epoch 54 Batch 377/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.847 Epoch 54 Batch 378/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.915 Epoch 54 Batch 379/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.882 Epoch 54 Batch 380/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.849 Epoch 54 Batch 381/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.845 Epoch 54 Batch 382/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.960 Epoch 54 Batch 383/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 0.887 Epoch 54 Batch 384/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.890 Epoch 54 Batch 385/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.832 Epoch 54 Batch 386/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.838 Epoch 54 Batch 387/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.809 Epoch 54 Batch 388/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.234, Loss: 0.823 Epoch 54 Batch 389/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.855 Epoch 54 Batch 390/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.890 Epoch 54 Batch 391/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 0.890 Epoch 54 Batch 392/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.830 Epoch 54 Batch 393/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.872 Epoch 54 Batch 394/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.829 Epoch 54 Batch 395/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.898 Epoch 54 Batch 396/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.901 Epoch 54 Batch 397/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.950 Epoch 54 Batch 398/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.920 Epoch 54 Batch 399/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.846 Epoch 54 Batch 400/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.890 Epoch 54 Batch 401/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.912 Epoch 54 Batch 402/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.930 Epoch 54 Batch 403/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.866 Epoch 54 Batch 404/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.848 Epoch 54 Batch 405/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.865 Epoch 54 Batch 406/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.234, Loss: 0.895 Epoch 54 Batch 407/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.872 Epoch 54 Batch 408/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.916 Epoch 54 Batch 409/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.876 Epoch 54 Batch 410/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.234, Loss: 0.889 Epoch 54 Batch 411/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.847 Epoch 54 Batch 412/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.855 Epoch 54 Batch 413/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.935 Epoch 54 Batch 414/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.883 Epoch 54 Batch 415/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.851 Epoch 54 Batch 416/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.875 Epoch 54 Batch 417/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.837 Epoch 54 Batch 418/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.851 Epoch 54 Batch 419/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.854 Epoch 54 Batch 420/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.904 Epoch 54 Batch 421/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.877 Epoch 54 Batch 422/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.868 Epoch 54 Batch 423/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.838 Epoch 54 Batch 424/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.892 Epoch 54 Batch 425/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.862 Epoch 54 Batch 426/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.899 Epoch 54 Batch 427/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.897 Epoch 54 Batch 428/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.233, Loss: 0.921 Epoch 54 Batch 429/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.862 Epoch 54 Batch 430/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.848 Epoch 54 Batch 431/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.885 Epoch 54 Batch 432/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.857 Epoch 54 Batch 433/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.898 Epoch 54 Batch 434/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.858 Epoch 54 Batch 435/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.887 Epoch 54 Batch 436/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.931 Epoch 54 Batch 437/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.825 Epoch 54 Batch 438/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.806 Epoch 54 Batch 439/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.887 Epoch 54 Batch 440/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.894 Epoch 54 Batch 441/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.913 Epoch 54 Batch 442/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.898 Epoch 54 Batch 443/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 0.932 Epoch 54 Batch 444/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.920 Epoch 54 Batch 445/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.851 Epoch 54 Batch 446/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.893 Epoch 54 Batch 447/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.912 Epoch 54 Batch 448/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.878 Epoch 54 Batch 449/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.875 Epoch 54 Batch 450/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.857 Epoch 54 Batch 451/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.907 Epoch 54 Batch 452/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.824 Epoch 54 Batch 453/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.909 Epoch 54 Batch 454/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.893 Epoch 54 Batch 455/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.862 Epoch 54 Batch 456/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.892 Epoch 54 Batch 457/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.880 Epoch 54 Batch 458/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.963 Epoch 54 Batch 459/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.866 Epoch 54 Batch 460/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.899 Epoch 54 Batch 461/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.945 Epoch 54 Batch 462/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.934 Epoch 54 Batch 463/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.888 Epoch 54 Batch 464/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.234, Loss: 0.915 Epoch 54 Batch 465/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.852 Epoch 54 Batch 466/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.833 Epoch 54 Batch 467/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 0.834 Epoch 54 Batch 468/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.958 Epoch 54 Batch 469/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.822 Epoch 54 Batch 470/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.930 Epoch 54 Batch 471/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.840 Epoch 54 Batch 472/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.234, Loss: 0.878 Epoch 54 Batch 473/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.850 Epoch 54 Batch 474/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.884 Epoch 54 Batch 475/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.845 Epoch 54 Batch 476/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.233, Loss: 0.856 Epoch 54 Batch 477/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.233, Loss: 0.864 Epoch 54 Batch 478/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.885 Epoch 54 Batch 479/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.904 Epoch 54 Batch 480/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.860 Epoch 54 Batch 481/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.877 Epoch 54 Batch 482/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.863 Epoch 54 Batch 483/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.877 Epoch 54 Batch 484/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.995 Epoch 54 Batch 485/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.935 Epoch 54 Batch 486/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.933 Epoch 54 Batch 487/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.827 Epoch 54 Batch 488/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.840 Epoch 54 Batch 489/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.848 Epoch 54 Batch 490/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.872 Epoch 54 Batch 491/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.845 Epoch 54 Batch 492/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.861 Epoch 54 Batch 493/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.836 Epoch 54 Batch 494/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.870 Epoch 54 Batch 495/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.850 Epoch 54 Batch 496/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.908 Epoch 54 Batch 497/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.854 Epoch 54 Batch 498/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.917 Epoch 54 Batch 499/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.847 Epoch 54 Batch 500/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.878 Epoch 54 Batch 501/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.878 Epoch 54 Batch 502/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.848 Epoch 54 Batch 503/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.845 Epoch 54 Batch 504/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.885 Epoch 54 Batch 505/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.819 Epoch 54 Batch 506/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.854 Epoch 54 Batch 507/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.862 Epoch 54 Batch 508/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.872 Epoch 54 Batch 509/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.904 Epoch 54 Batch 510/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.881 Epoch 54 Batch 511/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.904 Epoch 54 Batch 512/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.822 Epoch 54 Batch 513/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.847 Epoch 54 Batch 514/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.872 Epoch 54 Batch 515/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.875 Epoch 54 Batch 516/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.851 Epoch 54 Batch 517/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.864 Epoch 54 Batch 518/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.874 Epoch 54 Batch 519/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.827 Epoch 54 Batch 520/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.826 Epoch 54 Batch 521/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.867 Epoch 54 Batch 522/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.910 Epoch 54 Batch 523/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.894 Epoch 54 Batch 524/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.945 Epoch 54 Batch 525/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.841 Epoch 54 Batch 526/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.873 Epoch 54 Batch 527/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.907 Epoch 54 Batch 528/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.876 Epoch 54 Batch 529/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.836 Epoch 54 Batch 530/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.880 Epoch 54 Batch 531/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.932 Epoch 54 Batch 532/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.855 Epoch 54 Batch 533/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.949 Epoch 54 Batch 534/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.862 Epoch 54 Batch 535/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.887 Epoch 54 Batch 536/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.897 Epoch 54 Batch 537/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.869 Epoch 54 Batch 538/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.919 Epoch 54 Batch 539/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.813 Epoch 54 Batch 540/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.834 Epoch 54 Batch 541/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.818 Epoch 54 Batch 542/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.800 Epoch 54 Batch 543/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.849 Epoch 54 Batch 544/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.852 Epoch 54 Batch 545/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.850 Epoch 54 Batch 546/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.895 Epoch 54 Batch 547/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.860 Epoch 54 Batch 548/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.869 Epoch 54 Batch 549/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.852 Epoch 54 Batch 550/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.913 Epoch 54 Batch 551/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.851 Epoch 54 Batch 552/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.836 Epoch 54 Batch 553/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.868 Epoch 54 Batch 554/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.885 Epoch 54 Batch 555/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.829 Epoch 54 Batch 556/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.908 Epoch 54 Batch 557/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.908 Epoch 54 Batch 558/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.821 Epoch 54 Batch 559/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.859 Epoch 54 Batch 560/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.887 Epoch 54 Batch 561/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.815 Epoch 54 Batch 562/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.825 Epoch 54 Batch 563/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.905 Epoch 54 Batch 564/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.833 Epoch 54 Batch 565/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.931 Epoch 54 Batch 566/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.890 Epoch 54 Batch 567/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.854 Epoch 54 Batch 568/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.834 Epoch 54 Batch 569/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.810 Epoch 54 Batch 570/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.949 Epoch 54 Batch 571/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.885 Epoch 54 Batch 572/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.926 Epoch 54 Batch 573/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.932 Epoch 54 Batch 574/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.931 Epoch 54 Batch 575/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.900 Epoch 54 Batch 576/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.875 Epoch 54 Batch 577/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.813 Epoch 54 Batch 578/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.786 Epoch 54 Batch 579/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.946 Epoch 54 Batch 580/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.878 Epoch 54 Batch 581/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.811 Epoch 54 Batch 582/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.861 Epoch 54 Batch 583/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.868 Epoch 54 Batch 584/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.903 Epoch 54 Batch 585/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.895 Epoch 54 Batch 586/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.864 Epoch 54 Batch 587/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.892 Epoch 54 Batch 588/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.845 Epoch 54 Batch 589/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.845 Epoch 54 Batch 590/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.855 Epoch 54 Batch 591/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.872 Epoch 54 Batch 592/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.850 Epoch 54 Batch 593/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.909 Epoch 54 Batch 594/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.918 Epoch 54 Batch 595/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.845 Epoch 54 Batch 596/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.888 Epoch 54 Batch 597/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.879 Epoch 54 Batch 598/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.917 Epoch 54 Batch 599/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.912 Epoch 54 Batch 600/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.954 Epoch 54 Batch 601/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.829 Epoch 54 Batch 602/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.895 Epoch 54 Batch 603/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.882 Epoch 54 Batch 604/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.922 Epoch 54 Batch 605/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.851 Epoch 54 Batch 606/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.850 Epoch 54 Batch 607/1077 - Train Accuracy: 0.241, Validation Accuracy: 0.233, Loss: 0.835 Epoch 54 Batch 608/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.894 Epoch 54 Batch 609/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.932 Epoch 54 Batch 610/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.843 Epoch 54 Batch 611/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.897 Epoch 54 Batch 612/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.851 Epoch 54 Batch 613/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.897 Epoch 54 Batch 614/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.895 Epoch 54 Batch 615/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.933 Epoch 54 Batch 616/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.882 Epoch 54 Batch 617/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.928 Epoch 54 Batch 618/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.837 Epoch 54 Batch 619/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 0.858 Epoch 54 Batch 620/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.869 Epoch 54 Batch 621/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.906 Epoch 54 Batch 622/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.880 Epoch 54 Batch 623/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.846 Epoch 54 Batch 624/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.896 Epoch 54 Batch 625/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.820 Epoch 54 Batch 626/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.232, Loss: 0.830 Epoch 54 Batch 627/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.886 Epoch 54 Batch 628/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.856 Epoch 54 Batch 629/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.880 Epoch 54 Batch 630/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.920 Epoch 54 Batch 631/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.933 Epoch 54 Batch 632/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.842 Epoch 54 Batch 633/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.882 Epoch 54 Batch 634/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.869 Epoch 54 Batch 635/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.234, Loss: 0.879 Epoch 54 Batch 636/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.844 Epoch 54 Batch 637/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.959 Epoch 54 Batch 638/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.913 Epoch 54 Batch 639/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.925 Epoch 54 Batch 640/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.825 Epoch 54 Batch 641/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.850 Epoch 54 Batch 642/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.896 Epoch 54 Batch 643/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.922 Epoch 54 Batch 644/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.853 Epoch 54 Batch 645/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.830 Epoch 54 Batch 646/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.852 Epoch 54 Batch 647/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.861 Epoch 54 Batch 648/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.933 Epoch 54 Batch 649/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.844 Epoch 54 Batch 650/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.863 Epoch 54 Batch 651/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.855 Epoch 54 Batch 652/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.838 Epoch 54 Batch 653/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.849 Epoch 54 Batch 654/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.906 Epoch 54 Batch 655/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.910 Epoch 54 Batch 656/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.926 Epoch 54 Batch 657/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.840 Epoch 54 Batch 658/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.903 Epoch 54 Batch 659/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.944 Epoch 54 Batch 660/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.885 Epoch 54 Batch 661/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.873 Epoch 54 Batch 662/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.859 Epoch 54 Batch 663/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.861 Epoch 54 Batch 664/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.852 Epoch 54 Batch 665/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.952 Epoch 54 Batch 666/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.847 Epoch 54 Batch 667/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.858 Epoch 54 Batch 668/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.890 Epoch 54 Batch 669/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.815 Epoch 54 Batch 670/1077 - Train Accuracy: 0.238, Validation Accuracy: 0.233, Loss: 0.836 Epoch 54 Batch 671/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.855 Epoch 54 Batch 672/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.869 Epoch 54 Batch 673/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.860 Epoch 54 Batch 674/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.877 Epoch 54 Batch 675/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.901 Epoch 54 Batch 676/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.866 Epoch 54 Batch 677/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.846 Epoch 54 Batch 678/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.882 Epoch 54 Batch 679/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.905 Epoch 54 Batch 680/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.859 Epoch 54 Batch 681/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.864 Epoch 54 Batch 682/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.232, Loss: 0.920 Epoch 54 Batch 683/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.849 Epoch 54 Batch 684/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.845 Epoch 54 Batch 685/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.881 Epoch 54 Batch 686/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.854 Epoch 54 Batch 687/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.894 Epoch 54 Batch 688/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.808 Epoch 54 Batch 689/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.946 Epoch 54 Batch 690/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.828 Epoch 54 Batch 691/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.838 Epoch 54 Batch 692/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.821 Epoch 54 Batch 693/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.823 Epoch 54 Batch 694/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.960 Epoch 54 Batch 695/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.893 Epoch 54 Batch 696/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.882 Epoch 54 Batch 697/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.866 Epoch 54 Batch 698/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.900 Epoch 54 Batch 699/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.234, Loss: 0.877 Epoch 54 Batch 700/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.910 Epoch 54 Batch 701/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.859 Epoch 54 Batch 702/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.914 Epoch 54 Batch 703/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.825 Epoch 54 Batch 704/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.858 Epoch 54 Batch 705/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.858 Epoch 54 Batch 706/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.926 Epoch 54 Batch 707/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.823 Epoch 54 Batch 708/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.913 Epoch 54 Batch 709/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.873 Epoch 54 Batch 710/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.882 Epoch 54 Batch 711/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.891 Epoch 54 Batch 712/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.880 Epoch 54 Batch 713/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.233, Loss: 0.854 Epoch 54 Batch 714/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.233, Loss: 0.854 Epoch 54 Batch 715/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.895 Epoch 54 Batch 716/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.928 Epoch 54 Batch 717/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.891 Epoch 54 Batch 718/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.855 Epoch 54 Batch 719/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.856 Epoch 54 Batch 720/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.864 Epoch 54 Batch 721/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.860 Epoch 54 Batch 722/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.949 Epoch 54 Batch 723/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.817 Epoch 54 Batch 724/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.833 Epoch 54 Batch 725/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.803 Epoch 54 Batch 726/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.794 Epoch 54 Batch 727/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.923 Epoch 54 Batch 728/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.906 Epoch 54 Batch 729/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.870 Epoch 54 Batch 730/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.934 Epoch 54 Batch 731/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.865 Epoch 54 Batch 732/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.905 Epoch 54 Batch 733/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.825 Epoch 54 Batch 734/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.955 Epoch 54 Batch 735/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.870 Epoch 54 Batch 736/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.904 Epoch 54 Batch 737/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.908 Epoch 54 Batch 738/1077 - Train Accuracy: 0.289, Validation Accuracy: 0.233, Loss: 0.859 Epoch 54 Batch 739/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.858 Epoch 54 Batch 740/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.889 Epoch 54 Batch 741/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.900 Epoch 54 Batch 742/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.923 Epoch 54 Batch 743/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.887 Epoch 54 Batch 744/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.948 Epoch 54 Batch 745/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.894 Epoch 54 Batch 746/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.871 Epoch 54 Batch 747/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.881 Epoch 54 Batch 748/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.876 Epoch 54 Batch 749/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.863 Epoch 54 Batch 750/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.928 Epoch 54 Batch 751/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.886 Epoch 54 Batch 752/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.837 Epoch 54 Batch 753/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.857 Epoch 54 Batch 754/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.869 Epoch 54 Batch 755/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.836 Epoch 54 Batch 756/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.877 Epoch 54 Batch 757/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.887 Epoch 54 Batch 758/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.841 Epoch 54 Batch 759/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.882 Epoch 54 Batch 760/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.882 Epoch 54 Batch 761/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.903 Epoch 54 Batch 762/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.890 Epoch 54 Batch 763/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.828 Epoch 54 Batch 764/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.863 Epoch 54 Batch 765/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.906 Epoch 54 Batch 766/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.887 Epoch 54 Batch 767/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.903 Epoch 54 Batch 768/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.824 Epoch 54 Batch 769/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.872 Epoch 54 Batch 770/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.884 Epoch 54 Batch 771/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.825 Epoch 54 Batch 772/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.853 Epoch 54 Batch 773/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.925 Epoch 54 Batch 774/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.874 Epoch 54 Batch 775/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.860 Epoch 54 Batch 776/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.901 Epoch 54 Batch 777/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.924 Epoch 54 Batch 778/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.850 Epoch 54 Batch 779/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.914 Epoch 54 Batch 780/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.914 Epoch 54 Batch 781/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.825 Epoch 54 Batch 782/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.875 Epoch 54 Batch 783/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.880 Epoch 54 Batch 784/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.790 Epoch 54 Batch 785/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.829 Epoch 54 Batch 786/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.855 Epoch 54 Batch 787/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.949 Epoch 54 Batch 788/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.879 Epoch 54 Batch 789/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.881 Epoch 54 Batch 790/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.925 Epoch 54 Batch 791/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.846 Epoch 54 Batch 792/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.860 Epoch 54 Batch 793/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.867 Epoch 54 Batch 794/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.874 Epoch 54 Batch 795/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.902 Epoch 54 Batch 796/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.888 Epoch 54 Batch 797/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 0.875 Epoch 54 Batch 798/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.892 Epoch 54 Batch 799/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.829 Epoch 54 Batch 800/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.804 Epoch 54 Batch 801/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.853 Epoch 54 Batch 802/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.870 Epoch 54 Batch 803/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.869 Epoch 54 Batch 804/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.870 Epoch 54 Batch 805/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.905 Epoch 54 Batch 806/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 0.875 Epoch 54 Batch 807/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.842 Epoch 54 Batch 808/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.923 Epoch 54 Batch 809/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.829 Epoch 54 Batch 810/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.854 Epoch 54 Batch 811/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.921 Epoch 54 Batch 812/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.896 Epoch 54 Batch 813/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.896 Epoch 54 Batch 814/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.878 Epoch 54 Batch 815/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.841 Epoch 54 Batch 816/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 0.851 Epoch 54 Batch 817/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.841 Epoch 54 Batch 818/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.928 Epoch 54 Batch 819/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.926 Epoch 54 Batch 820/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.786 Epoch 54 Batch 821/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.845 Epoch 54 Batch 822/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.858 Epoch 54 Batch 823/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.829 Epoch 54 Batch 824/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.871 Epoch 54 Batch 825/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.901 Epoch 54 Batch 826/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.908 Epoch 54 Batch 827/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.856 Epoch 54 Batch 828/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.884 Epoch 54 Batch 829/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.866 Epoch 54 Batch 830/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.892 Epoch 54 Batch 831/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.881 Epoch 54 Batch 832/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.873 Epoch 54 Batch 833/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.904 Epoch 54 Batch 834/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.233, Loss: 0.844 Epoch 54 Batch 835/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.824 Epoch 54 Batch 836/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.902 Epoch 54 Batch 837/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.861 Epoch 54 Batch 838/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.875 Epoch 54 Batch 839/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.784 Epoch 54 Batch 840/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.904 Epoch 54 Batch 841/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.923 Epoch 54 Batch 842/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.882 Epoch 54 Batch 843/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.909 Epoch 54 Batch 844/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.913 Epoch 54 Batch 845/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.865 Epoch 54 Batch 846/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.873 Epoch 54 Batch 847/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 0.855 Epoch 54 Batch 848/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.911 Epoch 54 Batch 849/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.897 Epoch 54 Batch 850/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.881 Epoch 54 Batch 851/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.862 Epoch 54 Batch 852/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.888 Epoch 54 Batch 853/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.921 Epoch 54 Batch 854/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.934 Epoch 54 Batch 855/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.838 Epoch 54 Batch 856/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.869 Epoch 54 Batch 857/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.863 Epoch 54 Batch 858/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.858 Epoch 54 Batch 859/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.233, Loss: 0.824 Epoch 54 Batch 860/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.859 Epoch 54 Batch 861/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.849 Epoch 54 Batch 862/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.849 Epoch 54 Batch 863/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.833 Epoch 54 Batch 864/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.859 Epoch 54 Batch 865/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.234, Loss: 0.885 Epoch 54 Batch 866/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.923 Epoch 54 Batch 867/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.925 Epoch 54 Batch 868/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.826 Epoch 54 Batch 869/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.877 Epoch 54 Batch 870/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.881 Epoch 54 Batch 871/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.888 Epoch 54 Batch 872/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.912 Epoch 54 Batch 873/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.863 Epoch 54 Batch 874/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.833 Epoch 54 Batch 875/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.885 Epoch 54 Batch 876/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.908 Epoch 54 Batch 877/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.853 Epoch 54 Batch 878/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.804 Epoch 54 Batch 879/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.890 Epoch 54 Batch 880/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.862 Epoch 54 Batch 881/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.881 Epoch 54 Batch 882/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.880 Epoch 54 Batch 883/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.234, Loss: 0.889 Epoch 54 Batch 884/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.869 Epoch 54 Batch 885/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.234, Loss: 0.896 Epoch 54 Batch 886/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.901 Epoch 54 Batch 887/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.892 Epoch 54 Batch 888/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.839 Epoch 54 Batch 889/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.884 Epoch 54 Batch 890/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.910 Epoch 54 Batch 891/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.893 Epoch 54 Batch 892/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.889 Epoch 54 Batch 893/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.875 Epoch 54 Batch 894/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.864 Epoch 54 Batch 895/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.875 Epoch 54 Batch 896/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.860 Epoch 54 Batch 897/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.848 Epoch 54 Batch 898/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.868 Epoch 54 Batch 899/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.920 Epoch 54 Batch 900/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.917 Epoch 54 Batch 901/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.921 Epoch 54 Batch 902/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 0.809 Epoch 54 Batch 903/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.866 Epoch 54 Batch 904/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.889 Epoch 54 Batch 905/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.855 Epoch 54 Batch 906/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.883 Epoch 54 Batch 907/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.882 Epoch 54 Batch 908/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.843 Epoch 54 Batch 909/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.876 Epoch 54 Batch 910/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.852 Epoch 54 Batch 911/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.234, Loss: 0.868 Epoch 54 Batch 912/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.848 Epoch 54 Batch 913/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.937 Epoch 54 Batch 914/1077 - Train Accuracy: 0.302, Validation Accuracy: 0.233, Loss: 0.904 Epoch 54 Batch 915/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.878 Epoch 54 Batch 916/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.858 Epoch 54 Batch 917/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.855 Epoch 54 Batch 918/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.889 Epoch 54 Batch 919/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.234, Loss: 0.850 Epoch 54 Batch 920/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.900 Epoch 54 Batch 921/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.864 Epoch 54 Batch 922/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.234, Loss: 0.878 Epoch 54 Batch 923/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.234, Loss: 0.902 Epoch 54 Batch 924/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.234, Loss: 0.929 Epoch 54 Batch 925/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.865 Epoch 54 Batch 926/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.888 Epoch 54 Batch 927/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.920 Epoch 54 Batch 928/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.865 Epoch 54 Batch 929/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.854 Epoch 54 Batch 930/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 0.865 Epoch 54 Batch 931/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.870 Epoch 54 Batch 932/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.234, Loss: 0.881 Epoch 54 Batch 933/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.916 Epoch 54 Batch 934/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.907 Epoch 54 Batch 935/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.884 Epoch 54 Batch 936/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.869 Epoch 54 Batch 937/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.234, Loss: 0.931 Epoch 54 Batch 938/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.902 Epoch 54 Batch 939/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.906 Epoch 54 Batch 940/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.951 Epoch 54 Batch 941/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.905 Epoch 54 Batch 942/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.885 Epoch 54 Batch 943/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.898 Epoch 54 Batch 944/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.925 Epoch 54 Batch 945/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.870 Epoch 54 Batch 946/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.888 Epoch 54 Batch 947/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.917 Epoch 54 Batch 948/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 0.826 Epoch 54 Batch 949/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.235, Loss: 0.861 Epoch 54 Batch 950/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 0.908 Epoch 54 Batch 951/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 0.880 Epoch 54 Batch 952/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 0.900 Epoch 54 Batch 953/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.235, Loss: 0.916 Epoch 54 Batch 954/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.235, Loss: 0.850 Epoch 54 Batch 955/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 0.883 Epoch 54 Batch 956/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 0.839 Epoch 54 Batch 957/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.931 Epoch 54 Batch 958/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.801 Epoch 54 Batch 959/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.868 Epoch 54 Batch 960/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.938 Epoch 54 Batch 961/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 0.989 Epoch 54 Batch 962/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 0.900 Epoch 54 Batch 963/1077 - Train Accuracy: 0.075, Validation Accuracy: 0.235, Loss: 0.835 Epoch 54 Batch 964/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 0.867 Epoch 54 Batch 965/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.235, Loss: 0.895 Epoch 54 Batch 966/1077 - Train Accuracy: 0.270, Validation Accuracy: 0.235, Loss: 0.838 Epoch 54 Batch 967/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 0.905 Epoch 54 Batch 968/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 0.878 Epoch 54 Batch 969/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 0.911 Epoch 54 Batch 970/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.846 Epoch 54 Batch 971/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.932 Epoch 54 Batch 972/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.895 Epoch 54 Batch 973/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.852 Epoch 54 Batch 974/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.856 Epoch 54 Batch 975/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.234, Loss: 0.895 Epoch 54 Batch 976/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.800 Epoch 54 Batch 977/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.858 Epoch 54 Batch 978/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.844 Epoch 54 Batch 979/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.234, Loss: 0.826 Epoch 54 Batch 980/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.822 Epoch 54 Batch 981/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.915 Epoch 54 Batch 982/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.861 Epoch 54 Batch 983/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 0.874 Epoch 54 Batch 984/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.931 Epoch 54 Batch 985/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.888 Epoch 54 Batch 986/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.883 Epoch 54 Batch 987/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.868 Epoch 54 Batch 988/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.234, Loss: 0.873 Epoch 54 Batch 989/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.886 Epoch 54 Batch 990/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 0.893 Epoch 54 Batch 991/1077 - Train Accuracy: 0.169, Validation Accuracy: 0.234, Loss: 0.897 Epoch 54 Batch 992/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.853 Epoch 54 Batch 993/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.904 Epoch 54 Batch 994/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.915 Epoch 54 Batch 995/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.927 Epoch 54 Batch 996/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.868 Epoch 54 Batch 997/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.943 Epoch 54 Batch 998/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.892 Epoch 54 Batch 999/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.860 Epoch 54 Batch 1000/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.919 Epoch 54 Batch 1001/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.844 Epoch 54 Batch 1002/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.851 Epoch 54 Batch 1003/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.896 Epoch 54 Batch 1004/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.868 Epoch 54 Batch 1005/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.919 Epoch 54 Batch 1006/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.837 Epoch 54 Batch 1007/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.849 Epoch 54 Batch 1008/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.882 Epoch 54 Batch 1009/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.870 Epoch 54 Batch 1010/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.877 Epoch 54 Batch 1011/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.871 Epoch 54 Batch 1012/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.232, Loss: 0.867 Epoch 54 Batch 1013/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.873 Epoch 54 Batch 1014/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.862 Epoch 54 Batch 1015/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.898 Epoch 54 Batch 1016/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.898 Epoch 54 Batch 1017/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.232, Loss: 0.890 Epoch 54 Batch 1018/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.904 Epoch 54 Batch 1019/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.888 Epoch 54 Batch 1020/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.854 Epoch 54 Batch 1021/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.903 Epoch 54 Batch 1022/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.872 Epoch 54 Batch 1023/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.233, Loss: 0.963 Epoch 54 Batch 1024/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.924 Epoch 54 Batch 1025/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.868 Epoch 54 Batch 1026/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.890 Epoch 54 Batch 1027/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.931 Epoch 54 Batch 1028/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.904 Epoch 54 Batch 1029/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.830 Epoch 54 Batch 1030/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.875 Epoch 54 Batch 1031/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.890 Epoch 54 Batch 1032/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.877 Epoch 54 Batch 1033/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.829 Epoch 54 Batch 1034/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.869 Epoch 54 Batch 1035/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.819 Epoch 54 Batch 1036/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.875 Epoch 54 Batch 1037/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.878 Epoch 54 Batch 1038/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.841 Epoch 54 Batch 1039/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.838 Epoch 54 Batch 1040/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.851 Epoch 54 Batch 1041/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.922 Epoch 54 Batch 1042/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.834 Epoch 54 Batch 1043/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.872 Epoch 54 Batch 1044/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.824 Epoch 54 Batch 1045/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.895 Epoch 54 Batch 1046/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.233, Loss: 0.903 Epoch 54 Batch 1047/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.930 Epoch 54 Batch 1048/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.880 Epoch 54 Batch 1049/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.922 Epoch 54 Batch 1050/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.867 Epoch 54 Batch 1051/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.913 Epoch 54 Batch 1052/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.924 Epoch 54 Batch 1053/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.902 Epoch 54 Batch 1054/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.841 Epoch 54 Batch 1055/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.904 Epoch 54 Batch 1056/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.881 Epoch 54 Batch 1057/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.890 Epoch 54 Batch 1058/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.887 Epoch 54 Batch 1059/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.995 Epoch 54 Batch 1060/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.937 Epoch 54 Batch 1061/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.875 Epoch 54 Batch 1062/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.840 Epoch 54 Batch 1063/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.939 Epoch 54 Batch 1064/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.912 Epoch 54 Batch 1065/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.903 Epoch 54 Batch 1066/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.854 Epoch 54 Batch 1067/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.897 Epoch 54 Batch 1068/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.870 Epoch 54 Batch 1069/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.824 Epoch 54 Batch 1070/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.799 Epoch 54 Batch 1071/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.868 Epoch 54 Batch 1072/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.862 Epoch 54 Batch 1073/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.880 Epoch 54 Batch 1074/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.856 Epoch 54 Batch 1075/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.904 Epoch 55 Batch 0/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.906 Epoch 55 Batch 1/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.899 Epoch 55 Batch 2/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.845 Epoch 55 Batch 3/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.951 Epoch 55 Batch 4/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.934 Epoch 55 Batch 5/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.840 Epoch 55 Batch 6/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.914 Epoch 55 Batch 7/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.233, Loss: 0.879 Epoch 55 Batch 8/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.836 Epoch 55 Batch 9/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.907 Epoch 55 Batch 10/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.885 Epoch 55 Batch 11/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.884 Epoch 55 Batch 12/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.891 Epoch 55 Batch 13/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.233, Loss: 0.848 Epoch 55 Batch 14/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.971 Epoch 55 Batch 15/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.872 Epoch 55 Batch 16/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.889 Epoch 55 Batch 17/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.875 Epoch 55 Batch 18/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.870 Epoch 55 Batch 19/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.903 Epoch 55 Batch 20/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.822 Epoch 55 Batch 21/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.896 Epoch 55 Batch 22/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.918 Epoch 55 Batch 23/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.901 Epoch 55 Batch 24/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.895 Epoch 55 Batch 25/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.904 Epoch 55 Batch 26/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.829 Epoch 55 Batch 27/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.893 Epoch 55 Batch 28/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.854 Epoch 55 Batch 29/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.839 Epoch 55 Batch 30/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.854 Epoch 55 Batch 31/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.880 Epoch 55 Batch 32/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.917 Epoch 55 Batch 33/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.920 Epoch 55 Batch 34/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.843 Epoch 55 Batch 35/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.837 Epoch 55 Batch 36/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.875 Epoch 55 Batch 37/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.873 Epoch 55 Batch 38/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.234, Loss: 0.871 Epoch 55 Batch 39/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.878 Epoch 55 Batch 40/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.897 Epoch 55 Batch 41/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.831 Epoch 55 Batch 42/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.922 Epoch 55 Batch 43/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.234, Loss: 0.824 Epoch 55 Batch 44/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.845 Epoch 55 Batch 45/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.901 Epoch 55 Batch 46/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.233, Loss: 0.842 Epoch 55 Batch 47/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.857 Epoch 55 Batch 48/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.890 Epoch 55 Batch 49/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.233, Loss: 0.870 Epoch 55 Batch 50/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.940 Epoch 55 Batch 51/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.848 Epoch 55 Batch 52/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.884 Epoch 55 Batch 53/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.233, Loss: 0.890 Epoch 55 Batch 54/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.870 Epoch 55 Batch 55/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.846 Epoch 55 Batch 56/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.835 Epoch 55 Batch 57/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.232, Loss: 0.875 Epoch 55 Batch 58/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.880 Epoch 55 Batch 59/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.875 Epoch 55 Batch 60/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.850 Epoch 55 Batch 61/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.853 Epoch 55 Batch 62/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.883 Epoch 55 Batch 63/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.839 Epoch 55 Batch 64/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.888 Epoch 55 Batch 65/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.877 Epoch 55 Batch 66/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.233, Loss: 0.913 Epoch 55 Batch 67/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.911 Epoch 55 Batch 68/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.827 Epoch 55 Batch 69/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.865 Epoch 55 Batch 70/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.864 Epoch 55 Batch 71/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.929 Epoch 55 Batch 72/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.823 Epoch 55 Batch 73/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.844 Epoch 55 Batch 74/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.896 Epoch 55 Batch 75/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.837 Epoch 55 Batch 76/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.884 Epoch 55 Batch 77/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.855 Epoch 55 Batch 78/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.955 Epoch 55 Batch 79/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.880 Epoch 55 Batch 80/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.854 Epoch 55 Batch 81/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.233, Loss: 0.897 Epoch 55 Batch 82/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.233, Loss: 0.818 Epoch 55 Batch 83/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.827 Epoch 55 Batch 84/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.889 Epoch 55 Batch 85/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.885 Epoch 55 Batch 86/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.889 Epoch 55 Batch 87/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.855 Epoch 55 Batch 88/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.870 Epoch 55 Batch 89/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.828 Epoch 55 Batch 90/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.902 Epoch 55 Batch 91/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.912 Epoch 55 Batch 92/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.829 Epoch 55 Batch 93/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.885 Epoch 55 Batch 94/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.911 Epoch 55 Batch 95/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.915 Epoch 55 Batch 96/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.875 Epoch 55 Batch 97/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.838 Epoch 55 Batch 98/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.893 Epoch 55 Batch 99/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.893 Epoch 55 Batch 100/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.929 Epoch 55 Batch 101/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.887 Epoch 55 Batch 102/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.888 Epoch 55 Batch 103/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.882 Epoch 55 Batch 104/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.233, Loss: 0.891 Epoch 55 Batch 105/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.905 Epoch 55 Batch 106/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.233, Loss: 0.924 Epoch 55 Batch 107/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.890 Epoch 55 Batch 108/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.233, Loss: 0.870 Epoch 55 Batch 109/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.817 Epoch 55 Batch 110/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.871 Epoch 55 Batch 111/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.902 Epoch 55 Batch 112/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.930 Epoch 55 Batch 113/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.866 Epoch 55 Batch 114/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.885 Epoch 55 Batch 115/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.852 Epoch 55 Batch 116/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.908 Epoch 55 Batch 117/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.839 Epoch 55 Batch 118/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.915 Epoch 55 Batch 119/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.853 Epoch 55 Batch 120/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.889 Epoch 55 Batch 121/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 0.904 Epoch 55 Batch 122/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 0.910 Epoch 55 Batch 123/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.874 Epoch 55 Batch 124/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.825 Epoch 55 Batch 125/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.823 Epoch 55 Batch 126/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.863 Epoch 55 Batch 127/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 0.871 Epoch 55 Batch 128/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 0.903 Epoch 55 Batch 129/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 0.893 Epoch 55 Batch 130/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 0.873 Epoch 55 Batch 131/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.881 Epoch 55 Batch 132/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.864 Epoch 55 Batch 133/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.836 Epoch 55 Batch 134/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.885 Epoch 55 Batch 135/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.891 Epoch 55 Batch 136/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.894 Epoch 55 Batch 137/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.840 Epoch 55 Batch 138/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.869 Epoch 55 Batch 139/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.791 Epoch 55 Batch 140/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.877 Epoch 55 Batch 141/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.918 Epoch 55 Batch 142/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.868 Epoch 55 Batch 143/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.851 Epoch 55 Batch 144/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.811 Epoch 55 Batch 145/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.888 Epoch 55 Batch 146/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.920 Epoch 55 Batch 147/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.792 Epoch 55 Batch 148/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.827 Epoch 55 Batch 149/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.834 Epoch 55 Batch 150/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.945 Epoch 55 Batch 151/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.912 Epoch 55 Batch 152/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.887 Epoch 55 Batch 153/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.853 Epoch 55 Batch 154/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.922 Epoch 55 Batch 155/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.898 Epoch 55 Batch 156/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.886 Epoch 55 Batch 157/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.876 Epoch 55 Batch 158/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.901 Epoch 55 Batch 159/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.827 Epoch 55 Batch 160/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.844 Epoch 55 Batch 161/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.819 Epoch 55 Batch 162/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.813 Epoch 55 Batch 163/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.234, Loss: 0.898 Epoch 55 Batch 164/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.862 Epoch 55 Batch 165/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.840 Epoch 55 Batch 166/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.885 Epoch 55 Batch 167/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.960 Epoch 55 Batch 168/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.831 Epoch 55 Batch 169/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.844 Epoch 55 Batch 170/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.896 Epoch 55 Batch 171/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.233, Loss: 0.843 Epoch 55 Batch 172/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.884 Epoch 55 Batch 173/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.233, Loss: 0.863 Epoch 55 Batch 174/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.920 Epoch 55 Batch 175/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.907 Epoch 55 Batch 176/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.915 Epoch 55 Batch 177/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.904 Epoch 55 Batch 178/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.901 Epoch 55 Batch 179/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.234, Loss: 0.879 Epoch 55 Batch 180/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.803 Epoch 55 Batch 181/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.847 Epoch 55 Batch 182/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.910 Epoch 55 Batch 183/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.855 Epoch 55 Batch 184/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.912 Epoch 55 Batch 185/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.857 Epoch 55 Batch 186/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.892 Epoch 55 Batch 187/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.901 Epoch 55 Batch 188/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.882 Epoch 55 Batch 189/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.886 Epoch 55 Batch 190/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.918 Epoch 55 Batch 191/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.233, Loss: 0.879 Epoch 55 Batch 192/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.865 Epoch 55 Batch 193/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.878 Epoch 55 Batch 194/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.847 Epoch 55 Batch 195/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.821 Epoch 55 Batch 196/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.805 Epoch 55 Batch 197/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.842 Epoch 55 Batch 198/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.873 Epoch 55 Batch 199/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.836 Epoch 55 Batch 200/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.816 Epoch 55 Batch 201/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.839 Epoch 55 Batch 202/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.871 Epoch 55 Batch 203/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.843 Epoch 55 Batch 204/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.890 Epoch 55 Batch 205/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.868 Epoch 55 Batch 206/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.916 Epoch 55 Batch 207/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.909 Epoch 55 Batch 208/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.780 Epoch 55 Batch 209/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.871 Epoch 55 Batch 210/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.856 Epoch 55 Batch 211/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.930 Epoch 55 Batch 212/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.811 Epoch 55 Batch 213/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.905 Epoch 55 Batch 214/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.836 Epoch 55 Batch 215/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.870 Epoch 55 Batch 216/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.925 Epoch 55 Batch 217/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.882 Epoch 55 Batch 218/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.806 Epoch 55 Batch 219/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.871 Epoch 55 Batch 220/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.876 Epoch 55 Batch 221/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.825 Epoch 55 Batch 222/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.837 Epoch 55 Batch 223/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.860 Epoch 55 Batch 224/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.876 Epoch 55 Batch 225/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.900 Epoch 55 Batch 226/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.884 Epoch 55 Batch 227/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.853 Epoch 55 Batch 228/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.877 Epoch 55 Batch 229/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.989 Epoch 55 Batch 230/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.910 Epoch 55 Batch 231/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.905 Epoch 55 Batch 232/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.923 Epoch 55 Batch 233/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.899 Epoch 55 Batch 234/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.905 Epoch 55 Batch 235/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.880 Epoch 55 Batch 236/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.876 Epoch 55 Batch 237/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.893 Epoch 55 Batch 238/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.233, Loss: 0.873 Epoch 55 Batch 239/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.920 Epoch 55 Batch 240/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.872 Epoch 55 Batch 241/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.893 Epoch 55 Batch 242/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.821 Epoch 55 Batch 243/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.904 Epoch 55 Batch 244/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.233, Loss: 0.892 Epoch 55 Batch 245/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.891 Epoch 55 Batch 246/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.867 Epoch 55 Batch 247/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.899 Epoch 55 Batch 248/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.832 Epoch 55 Batch 249/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.904 Epoch 55 Batch 250/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.233, Loss: 0.833 Epoch 55 Batch 251/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.869 Epoch 55 Batch 252/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.841 Epoch 55 Batch 253/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.234, Loss: 0.885 Epoch 55 Batch 254/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.913 Epoch 55 Batch 255/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.919 Epoch 55 Batch 256/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.863 Epoch 55 Batch 257/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.915 Epoch 55 Batch 258/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.846 Epoch 55 Batch 259/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.856 Epoch 55 Batch 260/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.847 Epoch 55 Batch 261/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.888 Epoch 55 Batch 262/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.851 Epoch 55 Batch 263/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.233, Loss: 0.923 Epoch 55 Batch 264/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.862 Epoch 55 Batch 265/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.860 Epoch 55 Batch 266/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.867 Epoch 55 Batch 267/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.234, Loss: 0.859 Epoch 55 Batch 268/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.839 Epoch 55 Batch 269/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.927 Epoch 55 Batch 270/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.893 Epoch 55 Batch 271/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.917 Epoch 55 Batch 272/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.849 Epoch 55 Batch 273/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.929 Epoch 55 Batch 274/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.850 Epoch 55 Batch 275/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.885 Epoch 55 Batch 276/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.234, Loss: 0.913 Epoch 55 Batch 277/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.887 Epoch 55 Batch 278/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.875 Epoch 55 Batch 279/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.828 Epoch 55 Batch 280/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.832 Epoch 55 Batch 281/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.886 Epoch 55 Batch 282/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.899 Epoch 55 Batch 283/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.902 Epoch 55 Batch 284/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.891 Epoch 55 Batch 285/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.931 Epoch 55 Batch 286/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.800 Epoch 55 Batch 287/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.846 Epoch 55 Batch 288/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.884 Epoch 55 Batch 289/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.885 Epoch 55 Batch 290/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.873 Epoch 55 Batch 291/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.875 Epoch 55 Batch 292/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.931 Epoch 55 Batch 293/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.924 Epoch 55 Batch 294/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.233, Loss: 0.915 Epoch 55 Batch 295/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.838 Epoch 55 Batch 296/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.896 Epoch 55 Batch 297/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.894 Epoch 55 Batch 298/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.896 Epoch 55 Batch 299/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 1.009 Epoch 55 Batch 300/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.856 Epoch 55 Batch 301/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.860 Epoch 55 Batch 302/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.868 Epoch 55 Batch 303/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.874 Epoch 55 Batch 304/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.874 Epoch 55 Batch 305/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.898 Epoch 55 Batch 306/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.863 Epoch 55 Batch 307/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.828 Epoch 55 Batch 308/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.832 Epoch 55 Batch 309/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.854 Epoch 55 Batch 310/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.890 Epoch 55 Batch 311/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.233, Loss: 0.951 Epoch 55 Batch 312/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.883 Epoch 55 Batch 313/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.847 Epoch 55 Batch 314/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.859 Epoch 55 Batch 315/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.892 Epoch 55 Batch 316/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.884 Epoch 55 Batch 317/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.905 Epoch 55 Batch 318/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.815 Epoch 55 Batch 319/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.841 Epoch 55 Batch 320/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.952 Epoch 55 Batch 321/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.825 Epoch 55 Batch 322/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.233, Loss: 0.887 Epoch 55 Batch 323/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.859 Epoch 55 Batch 324/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.841 Epoch 55 Batch 325/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.873 Epoch 55 Batch 326/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.873 Epoch 55 Batch 327/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.857 Epoch 55 Batch 328/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.843 Epoch 55 Batch 329/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.884 Epoch 55 Batch 330/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.961 Epoch 55 Batch 331/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.984 Epoch 55 Batch 332/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.858 Epoch 55 Batch 333/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.857 Epoch 55 Batch 334/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.879 Epoch 55 Batch 335/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.813 Epoch 55 Batch 336/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.908 Epoch 55 Batch 337/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.922 Epoch 55 Batch 338/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.883 Epoch 55 Batch 339/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.862 Epoch 55 Batch 340/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.862 Epoch 55 Batch 341/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.871 Epoch 55 Batch 342/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.887 Epoch 55 Batch 343/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.869 Epoch 55 Batch 344/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.870 Epoch 55 Batch 345/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.871 Epoch 55 Batch 346/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.880 Epoch 55 Batch 347/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.814 Epoch 55 Batch 348/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.897 Epoch 55 Batch 349/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.885 Epoch 55 Batch 350/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.847 Epoch 55 Batch 351/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.884 Epoch 55 Batch 352/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.856 Epoch 55 Batch 353/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.834 Epoch 55 Batch 354/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.937 Epoch 55 Batch 355/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.875 Epoch 55 Batch 356/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.837 Epoch 55 Batch 357/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.839 Epoch 55 Batch 358/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.926 Epoch 55 Batch 359/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.894 Epoch 55 Batch 360/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.826 Epoch 55 Batch 361/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.909 Epoch 55 Batch 362/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.852 Epoch 55 Batch 363/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.873 Epoch 55 Batch 364/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.883 Epoch 55 Batch 365/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.913 Epoch 55 Batch 366/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.912 Epoch 55 Batch 367/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.864 Epoch 55 Batch 368/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.930 Epoch 55 Batch 369/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.898 Epoch 55 Batch 370/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.870 Epoch 55 Batch 371/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.926 Epoch 55 Batch 372/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.835 Epoch 55 Batch 373/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.845 Epoch 55 Batch 374/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.907 Epoch 55 Batch 375/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.233, Loss: 0.926 Epoch 55 Batch 376/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.901 Epoch 55 Batch 377/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.907 Epoch 55 Batch 378/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.882 Epoch 55 Batch 379/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.890 Epoch 55 Batch 380/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.886 Epoch 55 Batch 381/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.925 Epoch 55 Batch 382/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.873 Epoch 55 Batch 383/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.853 Epoch 55 Batch 384/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.871 Epoch 55 Batch 385/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.879 Epoch 55 Batch 386/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.938 Epoch 55 Batch 387/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.842 Epoch 55 Batch 388/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.233, Loss: 0.842 Epoch 55 Batch 389/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.916 Epoch 55 Batch 390/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.845 Epoch 55 Batch 391/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.861 Epoch 55 Batch 392/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.906 Epoch 55 Batch 393/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.907 Epoch 55 Batch 394/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.899 Epoch 55 Batch 395/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.891 Epoch 55 Batch 396/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.891 Epoch 55 Batch 397/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.814 Epoch 55 Batch 398/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.891 Epoch 55 Batch 399/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.930 Epoch 55 Batch 400/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.898 Epoch 55 Batch 401/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.856 Epoch 55 Batch 402/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.825 Epoch 55 Batch 403/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.897 Epoch 55 Batch 404/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.849 Epoch 55 Batch 405/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.886 Epoch 55 Batch 406/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.233, Loss: 0.825 Epoch 55 Batch 407/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.923 Epoch 55 Batch 408/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.900 Epoch 55 Batch 409/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.873 Epoch 55 Batch 410/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.234, Loss: 0.875 Epoch 55 Batch 411/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.891 Epoch 55 Batch 412/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.870 Epoch 55 Batch 413/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.846 Epoch 55 Batch 414/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.900 Epoch 55 Batch 415/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.920 Epoch 55 Batch 416/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.939 Epoch 55 Batch 417/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.902 Epoch 55 Batch 418/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.808 Epoch 55 Batch 419/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.857 Epoch 55 Batch 420/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.801 Epoch 55 Batch 421/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.877 Epoch 55 Batch 422/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.836 Epoch 55 Batch 423/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.860 Epoch 55 Batch 424/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.876 Epoch 55 Batch 425/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.920 Epoch 55 Batch 426/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.886 Epoch 55 Batch 427/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.889 Epoch 55 Batch 428/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.233, Loss: 0.862 Epoch 55 Batch 429/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.847 Epoch 55 Batch 430/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.864 Epoch 55 Batch 431/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.824 Epoch 55 Batch 432/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.878 Epoch 55 Batch 433/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.855 Epoch 55 Batch 434/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.817 Epoch 55 Batch 435/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.920 Epoch 55 Batch 436/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.871 Epoch 55 Batch 437/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.847 Epoch 55 Batch 438/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.893 Epoch 55 Batch 439/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.907 Epoch 55 Batch 440/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.939 Epoch 55 Batch 441/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.839 Epoch 55 Batch 442/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.894 Epoch 55 Batch 443/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.855 Epoch 55 Batch 444/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.838 Epoch 55 Batch 445/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.852 Epoch 55 Batch 446/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.851 Epoch 55 Batch 447/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.915 Epoch 55 Batch 448/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.844 Epoch 55 Batch 449/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.868 Epoch 55 Batch 450/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.872 Epoch 55 Batch 451/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.827 Epoch 55 Batch 452/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.950 Epoch 55 Batch 453/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.234, Loss: 0.906 Epoch 55 Batch 454/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.896 Epoch 55 Batch 455/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.234, Loss: 0.903 Epoch 55 Batch 456/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.897 Epoch 55 Batch 457/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.855 Epoch 55 Batch 458/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.234, Loss: 0.838 Epoch 55 Batch 459/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.875 Epoch 55 Batch 460/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.869 Epoch 55 Batch 461/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.879 Epoch 55 Batch 462/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.897 Epoch 55 Batch 463/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.860 Epoch 55 Batch 464/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.234, Loss: 0.871 Epoch 55 Batch 465/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.861 Epoch 55 Batch 466/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.887 Epoch 55 Batch 467/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.898 Epoch 55 Batch 468/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.891 Epoch 55 Batch 469/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.947 Epoch 55 Batch 470/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.857 Epoch 55 Batch 471/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.834 Epoch 55 Batch 472/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.234, Loss: 0.870 Epoch 55 Batch 473/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.863 Epoch 55 Batch 474/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.788 Epoch 55 Batch 475/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.899 Epoch 55 Batch 476/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.234, Loss: 0.916 Epoch 55 Batch 477/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.234, Loss: 0.861 Epoch 55 Batch 478/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.904 Epoch 55 Batch 479/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.909 Epoch 55 Batch 480/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.856 Epoch 55 Batch 481/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.863 Epoch 55 Batch 482/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.874 Epoch 55 Batch 483/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.922 Epoch 55 Batch 484/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.892 Epoch 55 Batch 485/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.893 Epoch 55 Batch 486/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.839 Epoch 55 Batch 487/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.827 Epoch 55 Batch 488/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.857 Epoch 55 Batch 489/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.894 Epoch 55 Batch 490/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.862 Epoch 55 Batch 491/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.886 Epoch 55 Batch 492/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.892 Epoch 55 Batch 493/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.885 Epoch 55 Batch 494/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.828 Epoch 55 Batch 495/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.912 Epoch 55 Batch 496/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.867 Epoch 55 Batch 497/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.855 Epoch 55 Batch 498/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.941 Epoch 55 Batch 499/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.885 Epoch 55 Batch 500/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.870 Epoch 55 Batch 501/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.896 Epoch 55 Batch 502/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.799 Epoch 55 Batch 503/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.866 Epoch 55 Batch 504/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.898 Epoch 55 Batch 505/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.879 Epoch 55 Batch 506/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.926 Epoch 55 Batch 507/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.233, Loss: 0.880 Epoch 55 Batch 508/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.903 Epoch 55 Batch 509/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.911 Epoch 55 Batch 510/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.888 Epoch 55 Batch 511/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.871 Epoch 55 Batch 512/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.874 Epoch 55 Batch 513/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.894 Epoch 55 Batch 514/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.841 Epoch 55 Batch 515/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.936 Epoch 55 Batch 516/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.872 Epoch 55 Batch 517/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.839 Epoch 55 Batch 518/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.896 Epoch 55 Batch 519/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.851 Epoch 55 Batch 520/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.911 Epoch 55 Batch 521/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.889 Epoch 55 Batch 522/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.862 Epoch 55 Batch 523/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.926 Epoch 55 Batch 524/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.858 Epoch 55 Batch 525/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.913 Epoch 55 Batch 526/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.916 Epoch 55 Batch 527/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.849 Epoch 55 Batch 528/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.919 Epoch 55 Batch 529/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.911 Epoch 55 Batch 530/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.875 Epoch 55 Batch 531/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.866 Epoch 55 Batch 532/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.857 Epoch 55 Batch 533/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.846 Epoch 55 Batch 534/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.805 Epoch 55 Batch 535/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.896 Epoch 55 Batch 536/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.844 Epoch 55 Batch 537/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.871 Epoch 55 Batch 538/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.872 Epoch 55 Batch 539/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.912 Epoch 55 Batch 540/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.893 Epoch 55 Batch 541/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.860 Epoch 55 Batch 542/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.890 Epoch 55 Batch 543/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.876 Epoch 55 Batch 544/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.871 Epoch 55 Batch 545/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.759 Epoch 55 Batch 546/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.922 Epoch 55 Batch 547/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.854 Epoch 55 Batch 548/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.965 Epoch 55 Batch 549/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.791 Epoch 55 Batch 550/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.906 Epoch 55 Batch 551/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.941 Epoch 55 Batch 552/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.904 Epoch 55 Batch 553/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.908 Epoch 55 Batch 554/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.931 Epoch 55 Batch 555/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.940 Epoch 55 Batch 556/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.854 Epoch 55 Batch 557/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.829 Epoch 55 Batch 558/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.877 Epoch 55 Batch 559/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.909 Epoch 55 Batch 560/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.887 Epoch 55 Batch 561/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.862 Epoch 55 Batch 562/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.905 Epoch 55 Batch 563/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.881 Epoch 55 Batch 564/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.834 Epoch 55 Batch 565/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.869 Epoch 55 Batch 566/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.836 Epoch 55 Batch 567/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.870 Epoch 55 Batch 568/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.854 Epoch 55 Batch 569/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.832 Epoch 55 Batch 570/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.883 Epoch 55 Batch 571/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.877 Epoch 55 Batch 572/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.851 Epoch 55 Batch 573/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.870 Epoch 55 Batch 574/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.815 Epoch 55 Batch 575/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.835 Epoch 55 Batch 576/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.863 Epoch 55 Batch 577/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.882 Epoch 55 Batch 578/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.919 Epoch 55 Batch 579/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.834 Epoch 55 Batch 580/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.887 Epoch 55 Batch 581/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.820 Epoch 55 Batch 582/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.794 Epoch 55 Batch 583/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.888 Epoch 55 Batch 584/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.884 Epoch 55 Batch 585/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.858 Epoch 55 Batch 586/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.797 Epoch 55 Batch 587/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.839 Epoch 55 Batch 588/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.849 Epoch 55 Batch 589/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.862 Epoch 55 Batch 590/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.865 Epoch 55 Batch 591/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.861 Epoch 55 Batch 592/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.913 Epoch 55 Batch 593/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.904 Epoch 55 Batch 594/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.844 Epoch 55 Batch 595/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.862 Epoch 55 Batch 596/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.952 Epoch 55 Batch 597/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.840 Epoch 55 Batch 598/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.884 Epoch 55 Batch 599/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.946 Epoch 55 Batch 600/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.850 Epoch 55 Batch 601/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.874 Epoch 55 Batch 602/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.829 Epoch 55 Batch 603/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.848 Epoch 55 Batch 604/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.882 Epoch 55 Batch 605/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.892 Epoch 55 Batch 606/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.864 Epoch 55 Batch 607/1077 - Train Accuracy: 0.240, Validation Accuracy: 0.233, Loss: 0.922 Epoch 55 Batch 608/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.839 Epoch 55 Batch 609/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.845 Epoch 55 Batch 610/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.855 Epoch 55 Batch 611/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.946 Epoch 55 Batch 612/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.892 Epoch 55 Batch 613/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.889 Epoch 55 Batch 614/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.862 Epoch 55 Batch 615/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.824 Epoch 55 Batch 616/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.899 Epoch 55 Batch 617/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.821 Epoch 55 Batch 618/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.825 Epoch 55 Batch 619/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.234, Loss: 0.917 Epoch 55 Batch 620/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.840 Epoch 55 Batch 621/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.914 Epoch 55 Batch 622/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.889 Epoch 55 Batch 623/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.858 Epoch 55 Batch 624/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.880 Epoch 55 Batch 625/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.835 Epoch 55 Batch 626/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.233, Loss: 0.893 Epoch 55 Batch 627/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.890 Epoch 55 Batch 628/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.895 Epoch 55 Batch 629/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.879 Epoch 55 Batch 630/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.878 Epoch 55 Batch 631/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.886 Epoch 55 Batch 632/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.841 Epoch 55 Batch 633/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.835 Epoch 55 Batch 634/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.898 Epoch 55 Batch 635/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.833 Epoch 55 Batch 636/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.852 Epoch 55 Batch 637/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.932 Epoch 55 Batch 638/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.877 Epoch 55 Batch 639/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.888 Epoch 55 Batch 640/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.834 Epoch 55 Batch 641/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.862 Epoch 55 Batch 642/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.858 Epoch 55 Batch 643/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.889 Epoch 55 Batch 644/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.830 Epoch 55 Batch 645/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.904 Epoch 55 Batch 646/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.232, Loss: 0.901 Epoch 55 Batch 647/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.882 Epoch 55 Batch 648/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.867 Epoch 55 Batch 649/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.834 Epoch 55 Batch 650/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.859 Epoch 55 Batch 651/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.876 Epoch 55 Batch 652/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.820 Epoch 55 Batch 653/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.808 Epoch 55 Batch 654/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.910 Epoch 55 Batch 655/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.835 Epoch 55 Batch 656/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.837 Epoch 55 Batch 657/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.861 Epoch 55 Batch 658/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.914 Epoch 55 Batch 659/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.874 Epoch 55 Batch 660/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.925 Epoch 55 Batch 661/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.902 Epoch 55 Batch 662/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.862 Epoch 55 Batch 663/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.934 Epoch 55 Batch 664/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.782 Epoch 55 Batch 665/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.873 Epoch 55 Batch 666/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 0.915 Epoch 55 Batch 667/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.895 Epoch 55 Batch 668/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.876 Epoch 55 Batch 669/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.917 Epoch 55 Batch 670/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.233, Loss: 0.920 Epoch 55 Batch 671/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.804 Epoch 55 Batch 672/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.882 Epoch 55 Batch 673/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.909 Epoch 55 Batch 674/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.893 Epoch 55 Batch 675/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.913 Epoch 55 Batch 676/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.956 Epoch 55 Batch 677/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.897 Epoch 55 Batch 678/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.884 Epoch 55 Batch 679/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.868 Epoch 55 Batch 680/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.855 Epoch 55 Batch 681/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.838 Epoch 55 Batch 682/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.232, Loss: 0.920 Epoch 55 Batch 683/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.847 Epoch 55 Batch 684/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.947 Epoch 55 Batch 685/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.876 Epoch 55 Batch 686/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.858 Epoch 55 Batch 687/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.858 Epoch 55 Batch 688/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.893 Epoch 55 Batch 689/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.858 Epoch 55 Batch 690/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.882 Epoch 55 Batch 691/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.860 Epoch 55 Batch 692/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.910 Epoch 55 Batch 693/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.880 Epoch 55 Batch 694/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.877 Epoch 55 Batch 695/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.856 Epoch 55 Batch 696/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.838 Epoch 55 Batch 697/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.818 Epoch 55 Batch 698/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.930 Epoch 55 Batch 699/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.234, Loss: 0.951 Epoch 55 Batch 700/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.825 Epoch 55 Batch 701/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.885 Epoch 55 Batch 702/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.866 Epoch 55 Batch 703/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.905 Epoch 55 Batch 704/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.923 Epoch 55 Batch 705/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.840 Epoch 55 Batch 706/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.943 Epoch 55 Batch 707/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.795 Epoch 55 Batch 708/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.849 Epoch 55 Batch 709/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.867 Epoch 55 Batch 710/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.905 Epoch 55 Batch 711/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.895 Epoch 55 Batch 712/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.856 Epoch 55 Batch 713/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.234, Loss: 0.837 Epoch 55 Batch 714/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.233, Loss: 0.872 Epoch 55 Batch 715/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.887 Epoch 55 Batch 716/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.867 Epoch 55 Batch 717/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.882 Epoch 55 Batch 718/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.875 Epoch 55 Batch 719/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.906 Epoch 55 Batch 720/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.866 Epoch 55 Batch 721/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.797 Epoch 55 Batch 722/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.859 Epoch 55 Batch 723/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.832 Epoch 55 Batch 724/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.875 Epoch 55 Batch 725/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.885 Epoch 55 Batch 726/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.905 Epoch 55 Batch 727/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.890 Epoch 55 Batch 728/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.870 Epoch 55 Batch 729/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.917 Epoch 55 Batch 730/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.918 Epoch 55 Batch 731/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 0.850 Epoch 55 Batch 732/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.891 Epoch 55 Batch 733/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.894 Epoch 55 Batch 734/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.924 Epoch 55 Batch 735/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.921 Epoch 55 Batch 736/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.907 Epoch 55 Batch 737/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.828 Epoch 55 Batch 738/1077 - Train Accuracy: 0.293, Validation Accuracy: 0.234, Loss: 0.899 Epoch 55 Batch 739/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.899 Epoch 55 Batch 740/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.812 Epoch 55 Batch 741/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.930 Epoch 55 Batch 742/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.848 Epoch 55 Batch 743/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.858 Epoch 55 Batch 744/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.829 Epoch 55 Batch 745/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.957 Epoch 55 Batch 746/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.797 Epoch 55 Batch 747/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.889 Epoch 55 Batch 748/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.828 Epoch 55 Batch 749/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.909 Epoch 55 Batch 750/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.831 Epoch 55 Batch 751/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.927 Epoch 55 Batch 752/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.854 Epoch 55 Batch 753/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.916 Epoch 55 Batch 754/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.907 Epoch 55 Batch 755/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.882 Epoch 55 Batch 756/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.892 Epoch 55 Batch 757/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.847 Epoch 55 Batch 758/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.830 Epoch 55 Batch 759/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.863 Epoch 55 Batch 760/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.866 Epoch 55 Batch 761/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.940 Epoch 55 Batch 762/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.859 Epoch 55 Batch 763/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.840 Epoch 55 Batch 764/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 0.880 Epoch 55 Batch 765/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.832 Epoch 55 Batch 766/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.874 Epoch 55 Batch 767/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 0.842 Epoch 55 Batch 768/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 0.879 Epoch 55 Batch 769/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.878 Epoch 55 Batch 770/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.894 Epoch 55 Batch 771/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.869 Epoch 55 Batch 772/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.835 Epoch 55 Batch 773/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.854 Epoch 55 Batch 774/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.863 Epoch 55 Batch 775/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.846 Epoch 55 Batch 776/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.900 Epoch 55 Batch 777/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.920 Epoch 55 Batch 778/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.942 Epoch 55 Batch 779/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.864 Epoch 55 Batch 780/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.859 Epoch 55 Batch 781/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 0.884 Epoch 55 Batch 782/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.878 Epoch 55 Batch 783/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.914 Epoch 55 Batch 784/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 0.903 Epoch 55 Batch 785/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 0.952 Epoch 55 Batch 786/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 0.895 Epoch 55 Batch 787/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 0.891 Epoch 55 Batch 788/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.880 Epoch 55 Batch 789/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.886 Epoch 55 Batch 790/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.907 Epoch 55 Batch 791/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.870 Epoch 55 Batch 792/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.834 Epoch 55 Batch 793/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.876 Epoch 55 Batch 794/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.831 Epoch 55 Batch 795/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.840 Epoch 55 Batch 796/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.869 Epoch 55 Batch 797/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.839 Epoch 55 Batch 798/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.932 Epoch 55 Batch 799/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.871 Epoch 55 Batch 800/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.900 Epoch 55 Batch 801/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.899 Epoch 55 Batch 802/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.883 Epoch 55 Batch 803/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.860 Epoch 55 Batch 804/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.904 Epoch 55 Batch 805/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.829 Epoch 55 Batch 806/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.878 Epoch 55 Batch 807/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.835 Epoch 55 Batch 808/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.873 Epoch 55 Batch 809/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.882 Epoch 55 Batch 810/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.902 Epoch 55 Batch 811/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.901 Epoch 55 Batch 812/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.839 Epoch 55 Batch 813/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.904 Epoch 55 Batch 814/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.845 Epoch 55 Batch 815/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.871 Epoch 55 Batch 816/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.804 Epoch 55 Batch 817/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.807 Epoch 55 Batch 818/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.926 Epoch 55 Batch 819/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.815 Epoch 55 Batch 820/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.854 Epoch 55 Batch 821/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.896 Epoch 55 Batch 822/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.874 Epoch 55 Batch 823/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.902 Epoch 55 Batch 824/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.859 Epoch 55 Batch 825/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.851 Epoch 55 Batch 826/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.889 Epoch 55 Batch 827/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.937 Epoch 55 Batch 828/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.915 Epoch 55 Batch 829/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.920 Epoch 55 Batch 830/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.929 Epoch 55 Batch 831/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.234, Loss: 0.874 Epoch 55 Batch 832/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.903 Epoch 55 Batch 833/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.836 Epoch 55 Batch 834/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.234, Loss: 0.896 Epoch 55 Batch 835/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.817 Epoch 55 Batch 836/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.895 Epoch 55 Batch 837/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.939 Epoch 55 Batch 838/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.895 Epoch 55 Batch 839/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.894 Epoch 55 Batch 840/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.865 Epoch 55 Batch 841/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.889 Epoch 55 Batch 842/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.880 Epoch 55 Batch 843/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.909 Epoch 55 Batch 844/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.861 Epoch 55 Batch 845/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.877 Epoch 55 Batch 846/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.864 Epoch 55 Batch 847/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.892 Epoch 55 Batch 848/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.920 Epoch 55 Batch 849/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.882 Epoch 55 Batch 850/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.943 Epoch 55 Batch 851/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.910 Epoch 55 Batch 852/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.858 Epoch 55 Batch 853/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.904 Epoch 55 Batch 854/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.934 Epoch 55 Batch 855/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.849 Epoch 55 Batch 856/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.842 Epoch 55 Batch 857/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.905 Epoch 55 Batch 858/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.882 Epoch 55 Batch 859/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.930 Epoch 55 Batch 860/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.868 Epoch 55 Batch 861/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.906 Epoch 55 Batch 862/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.903 Epoch 55 Batch 863/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.876 Epoch 55 Batch 864/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.847 Epoch 55 Batch 865/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.233, Loss: 0.854 Epoch 55 Batch 866/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.818 Epoch 55 Batch 867/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.831 Epoch 55 Batch 868/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.885 Epoch 55 Batch 869/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.898 Epoch 55 Batch 870/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 0.869 Epoch 55 Batch 871/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.958 Epoch 55 Batch 872/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.892 Epoch 55 Batch 873/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.859 Epoch 55 Batch 874/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.896 Epoch 55 Batch 875/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.829 Epoch 55 Batch 876/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.928 Epoch 55 Batch 877/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.824 Epoch 55 Batch 878/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.839 Epoch 55 Batch 879/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.864 Epoch 55 Batch 880/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.899 Epoch 55 Batch 881/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.862 Epoch 55 Batch 882/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.919 Epoch 55 Batch 883/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.234, Loss: 0.869 Epoch 55 Batch 884/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.898 Epoch 55 Batch 885/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.234, Loss: 0.869 Epoch 55 Batch 886/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.863 Epoch 55 Batch 887/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.860 Epoch 55 Batch 888/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.953 Epoch 55 Batch 889/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.893 Epoch 55 Batch 890/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.234, Loss: 0.882 Epoch 55 Batch 891/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.857 Epoch 55 Batch 892/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.861 Epoch 55 Batch 893/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.840 Epoch 55 Batch 894/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.846 Epoch 55 Batch 895/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.871 Epoch 55 Batch 896/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.913 Epoch 55 Batch 897/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.808 Epoch 55 Batch 898/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.919 Epoch 55 Batch 899/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.882 Epoch 55 Batch 900/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.863 Epoch 55 Batch 901/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.921 Epoch 55 Batch 902/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.895 Epoch 55 Batch 903/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.881 Epoch 55 Batch 904/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.872 Epoch 55 Batch 905/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.897 Epoch 55 Batch 906/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.912 Epoch 55 Batch 907/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.924 Epoch 55 Batch 908/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.910 Epoch 55 Batch 909/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.907 Epoch 55 Batch 910/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.927 Epoch 55 Batch 911/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.233, Loss: 0.860 Epoch 55 Batch 912/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.925 Epoch 55 Batch 913/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.931 Epoch 55 Batch 914/1077 - Train Accuracy: 0.303, Validation Accuracy: 0.233, Loss: 0.905 Epoch 55 Batch 915/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.868 Epoch 55 Batch 916/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.850 Epoch 55 Batch 917/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.932 Epoch 55 Batch 918/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.883 Epoch 55 Batch 919/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.234, Loss: 0.940 Epoch 55 Batch 920/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.836 Epoch 55 Batch 921/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.875 Epoch 55 Batch 922/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 0.933 Epoch 55 Batch 923/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.234, Loss: 0.879 Epoch 55 Batch 924/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.234, Loss: 0.905 Epoch 55 Batch 925/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.234, Loss: 0.815 Epoch 55 Batch 926/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.835 Epoch 55 Batch 927/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.234, Loss: 0.905 Epoch 55 Batch 928/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.856 Epoch 55 Batch 929/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.915 Epoch 55 Batch 930/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.957 Epoch 55 Batch 931/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.868 Epoch 55 Batch 932/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.234, Loss: 0.867 Epoch 55 Batch 933/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.873 Epoch 55 Batch 934/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.886 Epoch 55 Batch 935/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.906 Epoch 55 Batch 936/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.891 Epoch 55 Batch 937/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.234, Loss: 0.818 Epoch 55 Batch 938/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.918 Epoch 55 Batch 939/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.888 Epoch 55 Batch 940/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.850 Epoch 55 Batch 941/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.867 Epoch 55 Batch 942/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.897 Epoch 55 Batch 943/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.851 Epoch 55 Batch 944/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.867 Epoch 55 Batch 945/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.851 Epoch 55 Batch 946/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 0.860 Epoch 55 Batch 947/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.910 Epoch 55 Batch 948/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.853 Epoch 55 Batch 949/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.234, Loss: 0.902 Epoch 55 Batch 950/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.881 Epoch 55 Batch 951/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.885 Epoch 55 Batch 952/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.910 Epoch 55 Batch 953/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.914 Epoch 55 Batch 954/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.905 Epoch 55 Batch 955/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.919 Epoch 55 Batch 956/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.859 Epoch 55 Batch 957/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.932 Epoch 55 Batch 958/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.871 Epoch 55 Batch 959/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.832 Epoch 55 Batch 960/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.832 Epoch 55 Batch 961/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.989 Epoch 55 Batch 962/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.907 Epoch 55 Batch 963/1077 - Train Accuracy: 0.075, Validation Accuracy: 0.234, Loss: 0.833 Epoch 55 Batch 964/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.886 Epoch 55 Batch 965/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.234, Loss: 0.895 Epoch 55 Batch 966/1077 - Train Accuracy: 0.270, Validation Accuracy: 0.234, Loss: 0.883 Epoch 55 Batch 967/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.875 Epoch 55 Batch 968/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.234, Loss: 0.903 Epoch 55 Batch 969/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.879 Epoch 55 Batch 970/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.887 Epoch 55 Batch 971/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.871 Epoch 55 Batch 972/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.876 Epoch 55 Batch 973/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.882 Epoch 55 Batch 974/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.903 Epoch 55 Batch 975/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.234, Loss: 0.902 Epoch 55 Batch 976/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.929 Epoch 55 Batch 977/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.927 Epoch 55 Batch 978/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.898 Epoch 55 Batch 979/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.234, Loss: 0.868 Epoch 55 Batch 980/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.895 Epoch 55 Batch 981/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.922 Epoch 55 Batch 982/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.843 Epoch 55 Batch 983/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.931 Epoch 55 Batch 984/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.888 Epoch 55 Batch 985/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.803 Epoch 55 Batch 986/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.830 Epoch 55 Batch 987/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.850 Epoch 55 Batch 988/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.233, Loss: 0.876 Epoch 55 Batch 989/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.918 Epoch 55 Batch 990/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.234, Loss: 0.845 Epoch 55 Batch 991/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.234, Loss: 0.842 Epoch 55 Batch 992/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.926 Epoch 55 Batch 993/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.862 Epoch 55 Batch 994/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.940 Epoch 55 Batch 995/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.826 Epoch 55 Batch 996/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.900 Epoch 55 Batch 997/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.811 Epoch 55 Batch 998/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.863 Epoch 55 Batch 999/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.950 Epoch 55 Batch 1000/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.913 Epoch 55 Batch 1001/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.234, Loss: 0.829 Epoch 55 Batch 1002/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 0.858 Epoch 55 Batch 1003/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.905 Epoch 55 Batch 1004/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.869 Epoch 55 Batch 1005/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.822 Epoch 55 Batch 1006/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.854 Epoch 55 Batch 1007/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.869 Epoch 55 Batch 1008/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.885 Epoch 55 Batch 1009/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.896 Epoch 55 Batch 1010/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.936 Epoch 55 Batch 1011/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.849 Epoch 55 Batch 1012/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.234, Loss: 0.826 Epoch 55 Batch 1013/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.858 Epoch 55 Batch 1014/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.827 Epoch 55 Batch 1015/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.888 Epoch 55 Batch 1016/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.866 Epoch 55 Batch 1017/1077 - Train Accuracy: 0.129, Validation Accuracy: 0.234, Loss: 0.999 Epoch 55 Batch 1018/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 0.852 Epoch 55 Batch 1019/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.899 Epoch 55 Batch 1020/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.878 Epoch 55 Batch 1021/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.872 Epoch 55 Batch 1022/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.863 Epoch 55 Batch 1023/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.234, Loss: 0.946 Epoch 55 Batch 1024/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.905 Epoch 55 Batch 1025/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.901 Epoch 55 Batch 1026/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.874 Epoch 55 Batch 1027/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.813 Epoch 55 Batch 1028/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.886 Epoch 55 Batch 1029/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.896 Epoch 55 Batch 1030/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.852 Epoch 55 Batch 1031/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.836 Epoch 55 Batch 1032/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.920 Epoch 55 Batch 1033/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.862 Epoch 55 Batch 1034/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.864 Epoch 55 Batch 1035/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.825 Epoch 55 Batch 1036/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.850 Epoch 55 Batch 1037/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.851 Epoch 55 Batch 1038/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.865 Epoch 55 Batch 1039/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.874 Epoch 55 Batch 1040/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.860 Epoch 55 Batch 1041/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.834 Epoch 55 Batch 1042/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.867 Epoch 55 Batch 1043/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.890 Epoch 55 Batch 1044/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.851 Epoch 55 Batch 1045/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.903 Epoch 55 Batch 1046/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.234, Loss: 0.946 Epoch 55 Batch 1047/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.898 Epoch 55 Batch 1048/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.882 Epoch 55 Batch 1049/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.892 Epoch 55 Batch 1050/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.851 Epoch 55 Batch 1051/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.878 Epoch 55 Batch 1052/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.903 Epoch 55 Batch 1053/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.906 Epoch 55 Batch 1054/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.837 Epoch 55 Batch 1055/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.903 Epoch 55 Batch 1056/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.882 Epoch 55 Batch 1057/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.907 Epoch 55 Batch 1058/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.884 Epoch 55 Batch 1059/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.234, Loss: 0.820 Epoch 55 Batch 1060/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.910 Epoch 55 Batch 1061/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.931 Epoch 55 Batch 1062/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.957 Epoch 55 Batch 1063/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.879 Epoch 55 Batch 1064/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.843 Epoch 55 Batch 1065/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 0.839 Epoch 55 Batch 1066/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 0.897 Epoch 55 Batch 1067/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 0.829 Epoch 55 Batch 1068/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 0.862 Epoch 55 Batch 1069/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 0.835 Epoch 55 Batch 1070/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.235, Loss: 0.843 Epoch 55 Batch 1071/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.889 Epoch 55 Batch 1072/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.877 Epoch 55 Batch 1073/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.844 Epoch 55 Batch 1074/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.936 Epoch 55 Batch 1075/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.861 Epoch 56 Batch 0/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.909 Epoch 56 Batch 1/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.859 Epoch 56 Batch 2/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 0.901 Epoch 56 Batch 3/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.906 Epoch 56 Batch 4/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.870 Epoch 56 Batch 5/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.851 Epoch 56 Batch 6/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.842 Epoch 56 Batch 7/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.234, Loss: 0.908 Epoch 56 Batch 8/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.825 Epoch 56 Batch 9/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.864 Epoch 56 Batch 10/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.880 Epoch 56 Batch 11/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.914 Epoch 56 Batch 12/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.841 Epoch 56 Batch 13/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 0.856 Epoch 56 Batch 14/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.913 Epoch 56 Batch 15/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.839 Epoch 56 Batch 16/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.854 Epoch 56 Batch 17/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.894 Epoch 56 Batch 18/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.871 Epoch 56 Batch 19/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.858 Epoch 56 Batch 20/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.831 Epoch 56 Batch 21/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.919 Epoch 56 Batch 22/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.849 Epoch 56 Batch 23/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.828 Epoch 56 Batch 24/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.883 Epoch 56 Batch 25/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.864 Epoch 56 Batch 26/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.871 Epoch 56 Batch 27/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.882 Epoch 56 Batch 28/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.863 Epoch 56 Batch 29/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.827 Epoch 56 Batch 30/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.873 Epoch 56 Batch 31/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.946 Epoch 56 Batch 32/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.881 Epoch 56 Batch 33/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.855 Epoch 56 Batch 34/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.877 Epoch 56 Batch 35/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.874 Epoch 56 Batch 36/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.874 Epoch 56 Batch 37/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.875 Epoch 56 Batch 38/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.234, Loss: 0.908 Epoch 56 Batch 39/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.873 Epoch 56 Batch 40/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.878 Epoch 56 Batch 41/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.908 Epoch 56 Batch 42/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.875 Epoch 56 Batch 43/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.234, Loss: 0.825 Epoch 56 Batch 44/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.876 Epoch 56 Batch 45/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.874 Epoch 56 Batch 46/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.234, Loss: 0.823 Epoch 56 Batch 47/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.855 Epoch 56 Batch 48/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.881 Epoch 56 Batch 49/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.234, Loss: 0.821 Epoch 56 Batch 50/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.849 Epoch 56 Batch 51/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.835 Epoch 56 Batch 52/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.902 Epoch 56 Batch 53/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.234, Loss: 0.936 Epoch 56 Batch 54/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.910 Epoch 56 Batch 55/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.831 Epoch 56 Batch 56/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.859 Epoch 56 Batch 57/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.234, Loss: 0.844 Epoch 56 Batch 58/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.871 Epoch 56 Batch 59/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.910 Epoch 56 Batch 60/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.838 Epoch 56 Batch 61/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.930 Epoch 56 Batch 62/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.873 Epoch 56 Batch 63/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.905 Epoch 56 Batch 64/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.841 Epoch 56 Batch 65/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.234, Loss: 0.927 Epoch 56 Batch 66/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.234, Loss: 0.903 Epoch 56 Batch 67/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.891 Epoch 56 Batch 68/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.857 Epoch 56 Batch 69/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.919 Epoch 56 Batch 70/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.884 Epoch 56 Batch 71/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.865 Epoch 56 Batch 72/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.851 Epoch 56 Batch 73/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.887 Epoch 56 Batch 74/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.897 Epoch 56 Batch 75/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.856 Epoch 56 Batch 76/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.747 Epoch 56 Batch 77/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.919 Epoch 56 Batch 78/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.863 Epoch 56 Batch 79/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.846 Epoch 56 Batch 80/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.862 Epoch 56 Batch 81/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.234, Loss: 0.856 Epoch 56 Batch 82/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.234, Loss: 0.867 Epoch 56 Batch 83/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.864 Epoch 56 Batch 84/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.866 Epoch 56 Batch 85/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 0.804 Epoch 56 Batch 86/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.921 Epoch 56 Batch 87/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.907 Epoch 56 Batch 88/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.905 Epoch 56 Batch 89/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.890 Epoch 56 Batch 90/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.909 Epoch 56 Batch 91/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.885 Epoch 56 Batch 92/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.790 Epoch 56 Batch 93/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.868 Epoch 56 Batch 94/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.864 Epoch 56 Batch 95/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.903 Epoch 56 Batch 96/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.877 Epoch 56 Batch 97/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.888 Epoch 56 Batch 98/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.888 Epoch 56 Batch 99/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.898 Epoch 56 Batch 100/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.805 Epoch 56 Batch 101/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.834 Epoch 56 Batch 102/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.864 Epoch 56 Batch 103/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.895 Epoch 56 Batch 104/1077 - Train Accuracy: 0.102, Validation Accuracy: 0.233, Loss: 0.885 Epoch 56 Batch 105/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.846 Epoch 56 Batch 106/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.233, Loss: 0.958 Epoch 56 Batch 107/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.904 Epoch 56 Batch 108/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.233, Loss: 0.892 Epoch 56 Batch 109/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.876 Epoch 56 Batch 110/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.827 Epoch 56 Batch 111/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.848 Epoch 56 Batch 112/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.872 Epoch 56 Batch 113/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.929 Epoch 56 Batch 114/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.874 Epoch 56 Batch 115/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.914 Epoch 56 Batch 116/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.879 Epoch 56 Batch 117/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.867 Epoch 56 Batch 118/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.861 Epoch 56 Batch 119/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.872 Epoch 56 Batch 120/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.884 Epoch 56 Batch 121/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.902 Epoch 56 Batch 122/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.861 Epoch 56 Batch 123/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.861 Epoch 56 Batch 124/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.909 Epoch 56 Batch 125/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.915 Epoch 56 Batch 126/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.935 Epoch 56 Batch 127/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.807 Epoch 56 Batch 128/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.921 Epoch 56 Batch 129/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.879 Epoch 56 Batch 130/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.818 Epoch 56 Batch 131/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.939 Epoch 56 Batch 132/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.868 Epoch 56 Batch 133/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.839 Epoch 56 Batch 134/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.886 Epoch 56 Batch 135/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.854 Epoch 56 Batch 136/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.852 Epoch 56 Batch 137/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.857 Epoch 56 Batch 138/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.904 Epoch 56 Batch 139/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.909 Epoch 56 Batch 140/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.864 Epoch 56 Batch 141/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.937 Epoch 56 Batch 142/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.904 Epoch 56 Batch 143/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.869 Epoch 56 Batch 144/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.868 Epoch 56 Batch 145/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.942 Epoch 56 Batch 146/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.926 Epoch 56 Batch 147/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.873 Epoch 56 Batch 148/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.880 Epoch 56 Batch 149/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.891 Epoch 56 Batch 150/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.821 Epoch 56 Batch 151/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.895 Epoch 56 Batch 152/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.929 Epoch 56 Batch 153/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.897 Epoch 56 Batch 154/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.925 Epoch 56 Batch 155/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.859 Epoch 56 Batch 156/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.874 Epoch 56 Batch 157/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.861 Epoch 56 Batch 158/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.924 Epoch 56 Batch 159/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.892 Epoch 56 Batch 160/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.841 Epoch 56 Batch 161/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.813 Epoch 56 Batch 162/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.896 Epoch 56 Batch 163/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.861 Epoch 56 Batch 164/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.845 Epoch 56 Batch 165/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.899 Epoch 56 Batch 166/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.830 Epoch 56 Batch 167/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.877 Epoch 56 Batch 168/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.882 Epoch 56 Batch 169/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.916 Epoch 56 Batch 170/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.878 Epoch 56 Batch 171/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.234, Loss: 0.859 Epoch 56 Batch 172/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 0.885 Epoch 56 Batch 173/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.234, Loss: 0.860 Epoch 56 Batch 174/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.867 Epoch 56 Batch 175/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.889 Epoch 56 Batch 176/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.878 Epoch 56 Batch 177/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.903 Epoch 56 Batch 178/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.886 Epoch 56 Batch 179/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.234, Loss: 0.858 Epoch 56 Batch 180/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.830 Epoch 56 Batch 181/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.881 Epoch 56 Batch 182/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.843 Epoch 56 Batch 183/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.957 Epoch 56 Batch 184/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.903 Epoch 56 Batch 185/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.886 Epoch 56 Batch 186/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.835 Epoch 56 Batch 187/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.905 Epoch 56 Batch 188/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.906 Epoch 56 Batch 189/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.915 Epoch 56 Batch 190/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.851 Epoch 56 Batch 191/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.234, Loss: 0.857 Epoch 56 Batch 192/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.880 Epoch 56 Batch 193/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.864 Epoch 56 Batch 194/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.859 Epoch 56 Batch 195/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.872 Epoch 56 Batch 196/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.872 Epoch 56 Batch 197/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.893 Epoch 56 Batch 198/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.861 Epoch 56 Batch 199/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.797 Epoch 56 Batch 200/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.884 Epoch 56 Batch 201/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.858 Epoch 56 Batch 202/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.901 Epoch 56 Batch 203/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.832 Epoch 56 Batch 204/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.918 Epoch 56 Batch 205/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.903 Epoch 56 Batch 206/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.875 Epoch 56 Batch 207/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.961 Epoch 56 Batch 208/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.824 Epoch 56 Batch 209/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.882 Epoch 56 Batch 210/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.889 Epoch 56 Batch 211/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.815 Epoch 56 Batch 212/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.885 Epoch 56 Batch 213/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.850 Epoch 56 Batch 214/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.827 Epoch 56 Batch 215/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.890 Epoch 56 Batch 216/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.871 Epoch 56 Batch 217/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.860 Epoch 56 Batch 218/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.907 Epoch 56 Batch 219/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.836 Epoch 56 Batch 220/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.931 Epoch 56 Batch 221/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.850 Epoch 56 Batch 222/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.895 Epoch 56 Batch 223/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.833 Epoch 56 Batch 224/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.859 Epoch 56 Batch 225/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.864 Epoch 56 Batch 226/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.875 Epoch 56 Batch 227/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.866 Epoch 56 Batch 228/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.870 Epoch 56 Batch 229/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.910 Epoch 56 Batch 230/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.835 Epoch 56 Batch 231/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.916 Epoch 56 Batch 232/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.881 Epoch 56 Batch 233/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 1.024 Epoch 56 Batch 234/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.802 Epoch 56 Batch 235/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.898 Epoch 56 Batch 236/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.911 Epoch 56 Batch 237/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.877 Epoch 56 Batch 238/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.858 Epoch 56 Batch 239/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.821 Epoch 56 Batch 240/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.903 Epoch 56 Batch 241/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.864 Epoch 56 Batch 242/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.861 Epoch 56 Batch 243/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.856 Epoch 56 Batch 244/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.234, Loss: 0.821 Epoch 56 Batch 245/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.849 Epoch 56 Batch 246/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.963 Epoch 56 Batch 247/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.938 Epoch 56 Batch 248/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.915 Epoch 56 Batch 249/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.858 Epoch 56 Batch 250/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.234, Loss: 0.844 Epoch 56 Batch 251/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.933 Epoch 56 Batch 252/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.822 Epoch 56 Batch 253/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.233, Loss: 0.874 Epoch 56 Batch 254/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.886 Epoch 56 Batch 255/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.857 Epoch 56 Batch 256/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.925 Epoch 56 Batch 257/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.905 Epoch 56 Batch 258/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.848 Epoch 56 Batch 259/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.879 Epoch 56 Batch 260/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.834 Epoch 56 Batch 261/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.234, Loss: 0.928 Epoch 56 Batch 262/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.817 Epoch 56 Batch 263/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 0.820 Epoch 56 Batch 264/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.828 Epoch 56 Batch 265/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.873 Epoch 56 Batch 266/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.891 Epoch 56 Batch 267/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.234, Loss: 0.873 Epoch 56 Batch 268/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.917 Epoch 56 Batch 269/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.880 Epoch 56 Batch 270/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.808 Epoch 56 Batch 271/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.899 Epoch 56 Batch 272/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.880 Epoch 56 Batch 273/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.938 Epoch 56 Batch 274/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.897 Epoch 56 Batch 275/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.888 Epoch 56 Batch 276/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.899 Epoch 56 Batch 277/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.846 Epoch 56 Batch 278/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.865 Epoch 56 Batch 279/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.870 Epoch 56 Batch 280/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.847 Epoch 56 Batch 281/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.906 Epoch 56 Batch 282/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.947 Epoch 56 Batch 283/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.855 Epoch 56 Batch 284/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.903 Epoch 56 Batch 285/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.936 Epoch 56 Batch 286/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.850 Epoch 56 Batch 287/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.864 Epoch 56 Batch 288/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.234, Loss: 0.890 Epoch 56 Batch 289/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.892 Epoch 56 Batch 290/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.868 Epoch 56 Batch 291/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.861 Epoch 56 Batch 292/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.882 Epoch 56 Batch 293/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.875 Epoch 56 Batch 294/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.234, Loss: 0.867 Epoch 56 Batch 295/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.904 Epoch 56 Batch 296/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.897 Epoch 56 Batch 297/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.854 Epoch 56 Batch 298/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.892 Epoch 56 Batch 299/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.904 Epoch 56 Batch 300/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.234, Loss: 0.900 Epoch 56 Batch 301/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.817 Epoch 56 Batch 302/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.896 Epoch 56 Batch 303/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.234, Loss: 0.897 Epoch 56 Batch 304/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.902 Epoch 56 Batch 305/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.873 Epoch 56 Batch 306/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.882 Epoch 56 Batch 307/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.882 Epoch 56 Batch 308/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.904 Epoch 56 Batch 309/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.842 Epoch 56 Batch 310/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.852 Epoch 56 Batch 311/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.233, Loss: 0.924 Epoch 56 Batch 312/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.891 Epoch 56 Batch 313/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.894 Epoch 56 Batch 314/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.863 Epoch 56 Batch 315/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.872 Epoch 56 Batch 316/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.855 Epoch 56 Batch 317/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.862 Epoch 56 Batch 318/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.904 Epoch 56 Batch 319/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.842 Epoch 56 Batch 320/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.912 Epoch 56 Batch 321/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.906 Epoch 56 Batch 322/1077 - Train Accuracy: 0.184, Validation Accuracy: 0.233, Loss: 0.843 Epoch 56 Batch 323/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.898 Epoch 56 Batch 324/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.839 Epoch 56 Batch 325/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.895 Epoch 56 Batch 326/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.877 Epoch 56 Batch 327/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.888 Epoch 56 Batch 328/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.857 Epoch 56 Batch 329/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.849 Epoch 56 Batch 330/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.870 Epoch 56 Batch 331/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.876 Epoch 56 Batch 332/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.870 Epoch 56 Batch 333/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.904 Epoch 56 Batch 334/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.870 Epoch 56 Batch 335/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.846 Epoch 56 Batch 336/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.932 Epoch 56 Batch 337/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.854 Epoch 56 Batch 338/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.868 Epoch 56 Batch 339/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.798 Epoch 56 Batch 340/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.830 Epoch 56 Batch 341/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.886 Epoch 56 Batch 342/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.850 Epoch 56 Batch 343/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.903 Epoch 56 Batch 344/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.836 Epoch 56 Batch 345/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.839 Epoch 56 Batch 346/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.839 Epoch 56 Batch 347/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.844 Epoch 56 Batch 348/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.927 Epoch 56 Batch 349/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.917 Epoch 56 Batch 350/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.895 Epoch 56 Batch 351/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.928 Epoch 56 Batch 352/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.898 Epoch 56 Batch 353/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.920 Epoch 56 Batch 354/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.771 Epoch 56 Batch 355/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.873 Epoch 56 Batch 356/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.862 Epoch 56 Batch 357/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.858 Epoch 56 Batch 358/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.869 Epoch 56 Batch 359/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.918 Epoch 56 Batch 360/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.806 Epoch 56 Batch 361/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.884 Epoch 56 Batch 362/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.907 Epoch 56 Batch 363/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.906 Epoch 56 Batch 364/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.916 Epoch 56 Batch 365/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.904 Epoch 56 Batch 366/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.890 Epoch 56 Batch 367/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.869 Epoch 56 Batch 368/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.883 Epoch 56 Batch 369/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.891 Epoch 56 Batch 370/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.234, Loss: 0.811 Epoch 56 Batch 371/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.878 Epoch 56 Batch 372/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.836 Epoch 56 Batch 373/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.855 Epoch 56 Batch 374/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.856 Epoch 56 Batch 375/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.234, Loss: 0.870 Epoch 56 Batch 376/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.234, Loss: 0.847 Epoch 56 Batch 377/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.831 Epoch 56 Batch 378/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.836 Epoch 56 Batch 379/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.950 Epoch 56 Batch 380/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.896 Epoch 56 Batch 381/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.801 Epoch 56 Batch 382/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.832 Epoch 56 Batch 383/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.866 Epoch 56 Batch 384/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.848 Epoch 56 Batch 385/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.832 Epoch 56 Batch 386/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.879 Epoch 56 Batch 387/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.828 Epoch 56 Batch 388/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.233, Loss: 0.884 Epoch 56 Batch 389/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.894 Epoch 56 Batch 390/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.889 Epoch 56 Batch 391/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.888 Epoch 56 Batch 392/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.905 Epoch 56 Batch 393/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.874 Epoch 56 Batch 394/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.840 Epoch 56 Batch 395/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.913 Epoch 56 Batch 396/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.897 Epoch 56 Batch 397/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.882 Epoch 56 Batch 398/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.825 Epoch 56 Batch 399/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.896 Epoch 56 Batch 400/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.884 Epoch 56 Batch 401/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.915 Epoch 56 Batch 402/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.879 Epoch 56 Batch 403/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.872 Epoch 56 Batch 404/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.926 Epoch 56 Batch 405/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.914 Epoch 56 Batch 406/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.233, Loss: 0.866 Epoch 56 Batch 407/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.843 Epoch 56 Batch 408/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.808 Epoch 56 Batch 409/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.910 Epoch 56 Batch 410/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.233, Loss: 0.897 Epoch 56 Batch 411/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.816 Epoch 56 Batch 412/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.887 Epoch 56 Batch 413/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.885 Epoch 56 Batch 414/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.873 Epoch 56 Batch 415/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.857 Epoch 56 Batch 416/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.862 Epoch 56 Batch 417/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.848 Epoch 56 Batch 418/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.870 Epoch 56 Batch 419/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.889 Epoch 56 Batch 420/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.903 Epoch 56 Batch 421/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.864 Epoch 56 Batch 422/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.929 Epoch 56 Batch 423/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.898 Epoch 56 Batch 424/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.903 Epoch 56 Batch 425/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.862 Epoch 56 Batch 426/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.876 Epoch 56 Batch 427/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.853 Epoch 56 Batch 428/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.234, Loss: 0.864 Epoch 56 Batch 429/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.880 Epoch 56 Batch 430/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.876 Epoch 56 Batch 431/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.925 Epoch 56 Batch 432/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.916 Epoch 56 Batch 433/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.867 Epoch 56 Batch 434/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.849 Epoch 56 Batch 435/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.916 Epoch 56 Batch 436/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.837 Epoch 56 Batch 437/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.851 Epoch 56 Batch 438/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.890 Epoch 56 Batch 439/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.815 Epoch 56 Batch 440/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.825 Epoch 56 Batch 441/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.877 Epoch 56 Batch 442/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.828 Epoch 56 Batch 443/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.902 Epoch 56 Batch 444/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.865 Epoch 56 Batch 445/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.915 Epoch 56 Batch 446/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.811 Epoch 56 Batch 447/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.795 Epoch 56 Batch 448/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.883 Epoch 56 Batch 449/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.931 Epoch 56 Batch 450/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.885 Epoch 56 Batch 451/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.880 Epoch 56 Batch 452/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.881 Epoch 56 Batch 453/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.975 Epoch 56 Batch 454/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.865 Epoch 56 Batch 455/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.234, Loss: 0.841 Epoch 56 Batch 456/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.862 Epoch 56 Batch 457/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.879 Epoch 56 Batch 458/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.899 Epoch 56 Batch 459/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.841 Epoch 56 Batch 460/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.873 Epoch 56 Batch 461/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.856 Epoch 56 Batch 462/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.819 Epoch 56 Batch 463/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.854 Epoch 56 Batch 464/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.233, Loss: 0.842 Epoch 56 Batch 465/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.853 Epoch 56 Batch 466/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.859 Epoch 56 Batch 467/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.831 Epoch 56 Batch 468/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.912 Epoch 56 Batch 469/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.899 Epoch 56 Batch 470/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.914 Epoch 56 Batch 471/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.868 Epoch 56 Batch 472/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 0.840 Epoch 56 Batch 473/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.877 Epoch 56 Batch 474/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.907 Epoch 56 Batch 475/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.879 Epoch 56 Batch 476/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.234, Loss: 0.940 Epoch 56 Batch 477/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.234, Loss: 0.843 Epoch 56 Batch 478/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.900 Epoch 56 Batch 479/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.871 Epoch 56 Batch 480/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.872 Epoch 56 Batch 481/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.868 Epoch 56 Batch 482/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.837 Epoch 56 Batch 483/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.892 Epoch 56 Batch 484/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.915 Epoch 56 Batch 485/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.848 Epoch 56 Batch 486/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.903 Epoch 56 Batch 487/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.886 Epoch 56 Batch 488/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.893 Epoch 56 Batch 489/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.903 Epoch 56 Batch 490/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.912 Epoch 56 Batch 491/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.847 Epoch 56 Batch 492/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.906 Epoch 56 Batch 493/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.824 Epoch 56 Batch 494/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.901 Epoch 56 Batch 495/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.234, Loss: 0.917 Epoch 56 Batch 496/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.820 Epoch 56 Batch 497/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.918 Epoch 56 Batch 498/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.837 Epoch 56 Batch 499/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 0.863 Epoch 56 Batch 500/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.840 Epoch 56 Batch 501/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.885 Epoch 56 Batch 502/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.898 Epoch 56 Batch 503/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.878 Epoch 56 Batch 504/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.844 Epoch 56 Batch 505/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.928 Epoch 56 Batch 506/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.843 Epoch 56 Batch 507/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.830 Epoch 56 Batch 508/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.907 Epoch 56 Batch 509/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.875 Epoch 56 Batch 510/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.932 Epoch 56 Batch 511/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.858 Epoch 56 Batch 512/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.879 Epoch 56 Batch 513/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.856 Epoch 56 Batch 514/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.874 Epoch 56 Batch 515/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.905 Epoch 56 Batch 516/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.824 Epoch 56 Batch 517/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.877 Epoch 56 Batch 518/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.824 Epoch 56 Batch 519/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.857 Epoch 56 Batch 520/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.880 Epoch 56 Batch 521/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.867 Epoch 56 Batch 522/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.881 Epoch 56 Batch 523/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.871 Epoch 56 Batch 524/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.851 Epoch 56 Batch 525/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.899 Epoch 56 Batch 526/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.890 Epoch 56 Batch 527/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.905 Epoch 56 Batch 528/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.930 Epoch 56 Batch 529/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.799 Epoch 56 Batch 530/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.854 Epoch 56 Batch 531/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.905 Epoch 56 Batch 532/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.909 Epoch 56 Batch 533/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.855 Epoch 56 Batch 534/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.874 Epoch 56 Batch 535/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.854 Epoch 56 Batch 536/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.947 Epoch 56 Batch 537/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.872 Epoch 56 Batch 538/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.920 Epoch 56 Batch 539/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.907 Epoch 56 Batch 540/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.901 Epoch 56 Batch 541/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.822 Epoch 56 Batch 542/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 0.962 Epoch 56 Batch 543/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 0.896 Epoch 56 Batch 544/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.884 Epoch 56 Batch 545/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.857 Epoch 56 Batch 546/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.829 Epoch 56 Batch 547/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.920 Epoch 56 Batch 548/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.909 Epoch 56 Batch 549/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.875 Epoch 56 Batch 550/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.875 Epoch 56 Batch 551/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.911 Epoch 56 Batch 552/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.891 Epoch 56 Batch 553/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.876 Epoch 56 Batch 554/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.836 Epoch 56 Batch 555/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.867 Epoch 56 Batch 556/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.836 Epoch 56 Batch 557/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.827 Epoch 56 Batch 558/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.857 Epoch 56 Batch 559/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.859 Epoch 56 Batch 560/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.863 Epoch 56 Batch 561/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.866 Epoch 56 Batch 562/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.885 Epoch 56 Batch 563/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.842 Epoch 56 Batch 564/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 0.847 Epoch 56 Batch 565/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.803 Epoch 56 Batch 566/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.880 Epoch 56 Batch 567/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.902 Epoch 56 Batch 568/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.872 Epoch 56 Batch 569/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.888 Epoch 56 Batch 570/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 0.943 Epoch 56 Batch 571/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.812 Epoch 56 Batch 572/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.874 Epoch 56 Batch 573/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.918 Epoch 56 Batch 574/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.831 Epoch 56 Batch 575/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.885 Epoch 56 Batch 576/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.234, Loss: 0.901 Epoch 56 Batch 577/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.874 Epoch 56 Batch 578/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.891 Epoch 56 Batch 579/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.839 Epoch 56 Batch 580/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.902 Epoch 56 Batch 581/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.830 Epoch 56 Batch 582/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.961 Epoch 56 Batch 583/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.859 Epoch 56 Batch 584/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.846 Epoch 56 Batch 585/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.808 Epoch 56 Batch 586/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.870 Epoch 56 Batch 587/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.847 Epoch 56 Batch 588/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.909 Epoch 56 Batch 589/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.875 Epoch 56 Batch 590/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.920 Epoch 56 Batch 591/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.879 Epoch 56 Batch 592/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.891 Epoch 56 Batch 593/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.915 Epoch 56 Batch 594/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.888 Epoch 56 Batch 595/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.904 Epoch 56 Batch 596/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.941 Epoch 56 Batch 597/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.932 Epoch 56 Batch 598/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.918 Epoch 56 Batch 599/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.920 Epoch 56 Batch 600/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.868 Epoch 56 Batch 601/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.807 Epoch 56 Batch 602/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.901 Epoch 56 Batch 603/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.871 Epoch 56 Batch 604/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.929 Epoch 56 Batch 605/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.842 Epoch 56 Batch 606/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.837 Epoch 56 Batch 607/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.232, Loss: 0.867 Epoch 56 Batch 608/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.896 Epoch 56 Batch 609/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.909 Epoch 56 Batch 610/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.912 Epoch 56 Batch 611/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.895 Epoch 56 Batch 612/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.844 Epoch 56 Batch 613/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.911 Epoch 56 Batch 614/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.842 Epoch 56 Batch 615/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.875 Epoch 56 Batch 616/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.905 Epoch 56 Batch 617/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.892 Epoch 56 Batch 618/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.886 Epoch 56 Batch 619/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.233, Loss: 0.888 Epoch 56 Batch 620/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.854 Epoch 56 Batch 621/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.851 Epoch 56 Batch 622/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.832 Epoch 56 Batch 623/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.909 Epoch 56 Batch 624/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.904 Epoch 56 Batch 625/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.912 Epoch 56 Batch 626/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.233, Loss: 0.921 Epoch 56 Batch 627/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.907 Epoch 56 Batch 628/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.884 Epoch 56 Batch 629/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.885 Epoch 56 Batch 630/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.889 Epoch 56 Batch 631/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.930 Epoch 56 Batch 632/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.938 Epoch 56 Batch 633/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.890 Epoch 56 Batch 634/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.900 Epoch 56 Batch 635/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.926 Epoch 56 Batch 636/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.872 Epoch 56 Batch 637/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.874 Epoch 56 Batch 638/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.808 Epoch 56 Batch 639/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.878 Epoch 56 Batch 640/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.891 Epoch 56 Batch 641/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.828 Epoch 56 Batch 642/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.822 Epoch 56 Batch 643/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.845 Epoch 56 Batch 644/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.856 Epoch 56 Batch 645/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.845 Epoch 56 Batch 646/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.868 Epoch 56 Batch 647/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.920 Epoch 56 Batch 648/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.853 Epoch 56 Batch 649/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.889 Epoch 56 Batch 650/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.925 Epoch 56 Batch 651/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.875 Epoch 56 Batch 652/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.807 Epoch 56 Batch 653/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.912 Epoch 56 Batch 654/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.846 Epoch 56 Batch 655/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.934 Epoch 56 Batch 656/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.828 Epoch 56 Batch 657/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.857 Epoch 56 Batch 658/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.913 Epoch 56 Batch 659/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.864 Epoch 56 Batch 660/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.877 Epoch 56 Batch 661/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.857 Epoch 56 Batch 662/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.925 Epoch 56 Batch 663/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.917 Epoch 56 Batch 664/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.918 Epoch 56 Batch 665/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.888 Epoch 56 Batch 666/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.234, Loss: 0.871 Epoch 56 Batch 667/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.875 Epoch 56 Batch 668/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.882 Epoch 56 Batch 669/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.907 Epoch 56 Batch 670/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.234, Loss: 0.888 Epoch 56 Batch 671/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.900 Epoch 56 Batch 672/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.913 Epoch 56 Batch 673/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.901 Epoch 56 Batch 674/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.860 Epoch 56 Batch 675/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.903 Epoch 56 Batch 676/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.816 Epoch 56 Batch 677/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.855 Epoch 56 Batch 678/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.852 Epoch 56 Batch 679/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.844 Epoch 56 Batch 680/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.879 Epoch 56 Batch 681/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.830 Epoch 56 Batch 682/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.233, Loss: 0.812 Epoch 56 Batch 683/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.827 Epoch 56 Batch 684/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.904 Epoch 56 Batch 685/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.854 Epoch 56 Batch 686/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.871 Epoch 56 Batch 687/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.868 Epoch 56 Batch 688/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.857 Epoch 56 Batch 689/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.887 Epoch 56 Batch 690/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.825 Epoch 56 Batch 691/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.883 Epoch 56 Batch 692/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.838 Epoch 56 Batch 693/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.862 Epoch 56 Batch 694/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.882 Epoch 56 Batch 695/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.878 Epoch 56 Batch 696/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.901 Epoch 56 Batch 697/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.956 Epoch 56 Batch 698/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.859 Epoch 56 Batch 699/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.234, Loss: 0.840 Epoch 56 Batch 700/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.844 Epoch 56 Batch 701/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.893 Epoch 56 Batch 702/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.906 Epoch 56 Batch 703/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.864 Epoch 56 Batch 704/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.925 Epoch 56 Batch 705/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.895 Epoch 56 Batch 706/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.960 Epoch 56 Batch 707/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.882 Epoch 56 Batch 708/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.887 Epoch 56 Batch 709/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.860 Epoch 56 Batch 710/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.849 Epoch 56 Batch 711/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.889 Epoch 56 Batch 712/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.902 Epoch 56 Batch 713/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.234, Loss: 0.891 Epoch 56 Batch 714/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.233, Loss: 0.844 Epoch 56 Batch 715/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.911 Epoch 56 Batch 716/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.874 Epoch 56 Batch 717/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.839 Epoch 56 Batch 718/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.925 Epoch 56 Batch 719/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.896 Epoch 56 Batch 720/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 0.981 Epoch 56 Batch 721/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.841 Epoch 56 Batch 722/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.811 Epoch 56 Batch 723/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.929 Epoch 56 Batch 724/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.840 Epoch 56 Batch 725/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 0.892 Epoch 56 Batch 726/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.879 Epoch 56 Batch 727/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.878 Epoch 56 Batch 728/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.825 Epoch 56 Batch 729/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.909 Epoch 56 Batch 730/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.844 Epoch 56 Batch 731/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.919 Epoch 56 Batch 732/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.828 Epoch 56 Batch 733/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.849 Epoch 56 Batch 734/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.893 Epoch 56 Batch 735/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.883 Epoch 56 Batch 736/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.856 Epoch 56 Batch 737/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.903 Epoch 56 Batch 738/1077 - Train Accuracy: 0.291, Validation Accuracy: 0.234, Loss: 0.867 Epoch 56 Batch 739/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 0.888 Epoch 56 Batch 740/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.870 Epoch 56 Batch 741/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 0.906 Epoch 56 Batch 742/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 0.841 Epoch 56 Batch 743/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 0.921 Epoch 56 Batch 744/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 0.888 Epoch 56 Batch 745/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 0.856 Epoch 56 Batch 746/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 0.840 Epoch 56 Batch 747/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 0.871 Epoch 56 Batch 748/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 0.892 Epoch 56 Batch 749/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 0.867 Epoch 56 Batch 750/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 0.911 Epoch 56 Batch 751/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 0.824 Epoch 56 Batch 752/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 0.847 Epoch 56 Batch 753/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 0.913 Epoch 56 Batch 754/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 0.879 Epoch 56 Batch 755/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 0.787 Epoch 56 Batch 756/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 0.846 Epoch 56 Batch 757/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.849 Epoch 56 Batch 758/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.871 Epoch 56 Batch 759/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.858 Epoch 56 Batch 760/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.908 Epoch 56 Batch 761/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.890 Epoch 56 Batch 762/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.870 Epoch 56 Batch 763/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.867 Epoch 56 Batch 764/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.903 Epoch 56 Batch 765/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.863 Epoch 56 Batch 766/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.895 Epoch 56 Batch 767/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 0.825 Epoch 56 Batch 768/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.874 Epoch 56 Batch 769/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.842 Epoch 56 Batch 770/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.939 Epoch 56 Batch 771/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.924 Epoch 56 Batch 772/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.843 Epoch 56 Batch 773/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.899 Epoch 56 Batch 774/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.856 Epoch 56 Batch 775/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.898 Epoch 56 Batch 776/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.870 Epoch 56 Batch 777/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.851 Epoch 56 Batch 778/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.234, Loss: 0.830 Epoch 56 Batch 779/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.869 Epoch 56 Batch 780/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.878 Epoch 56 Batch 781/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.903 Epoch 56 Batch 782/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.883 Epoch 56 Batch 783/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.878 Epoch 56 Batch 784/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.795 Epoch 56 Batch 785/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.909 Epoch 56 Batch 786/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.900 Epoch 56 Batch 787/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.859 Epoch 56 Batch 788/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.831 Epoch 56 Batch 789/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.907 Epoch 56 Batch 790/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.854 Epoch 56 Batch 791/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.876 Epoch 56 Batch 792/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.875 Epoch 56 Batch 793/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.884 Epoch 56 Batch 794/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.870 Epoch 56 Batch 795/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.815 Epoch 56 Batch 796/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.821 Epoch 56 Batch 797/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.859 Epoch 56 Batch 798/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.942 Epoch 56 Batch 799/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.816 Epoch 56 Batch 800/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.851 Epoch 56 Batch 801/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.859 Epoch 56 Batch 802/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.887 Epoch 56 Batch 803/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.879 Epoch 56 Batch 804/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.818 Epoch 56 Batch 805/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.843 Epoch 56 Batch 806/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.879 Epoch 56 Batch 807/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.841 Epoch 56 Batch 808/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.877 Epoch 56 Batch 809/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.862 Epoch 56 Batch 810/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.896 Epoch 56 Batch 811/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.942 Epoch 56 Batch 812/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.868 Epoch 56 Batch 813/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.856 Epoch 56 Batch 814/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.866 Epoch 56 Batch 815/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.852 Epoch 56 Batch 816/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.876 Epoch 56 Batch 817/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.871 Epoch 56 Batch 818/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.836 Epoch 56 Batch 819/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.869 Epoch 56 Batch 820/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.835 Epoch 56 Batch 821/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.837 Epoch 56 Batch 822/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.820 Epoch 56 Batch 823/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.854 Epoch 56 Batch 824/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.844 Epoch 56 Batch 825/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.885 Epoch 56 Batch 826/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.852 Epoch 56 Batch 827/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.833 Epoch 56 Batch 828/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.893 Epoch 56 Batch 829/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.873 Epoch 56 Batch 830/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.840 Epoch 56 Batch 831/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.233, Loss: 0.838 Epoch 56 Batch 832/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.830 Epoch 56 Batch 833/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.865 Epoch 56 Batch 834/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.234, Loss: 0.922 Epoch 56 Batch 835/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.811 Epoch 56 Batch 836/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.824 Epoch 56 Batch 837/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.890 Epoch 56 Batch 838/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.896 Epoch 56 Batch 839/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.926 Epoch 56 Batch 840/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.796 Epoch 56 Batch 841/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.916 Epoch 56 Batch 842/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.892 Epoch 56 Batch 843/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.858 Epoch 56 Batch 844/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.960 Epoch 56 Batch 845/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.845 Epoch 56 Batch 846/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.922 Epoch 56 Batch 847/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.864 Epoch 56 Batch 848/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.866 Epoch 56 Batch 849/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.875 Epoch 56 Batch 850/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.904 Epoch 56 Batch 851/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.852 Epoch 56 Batch 852/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.929 Epoch 56 Batch 853/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.886 Epoch 56 Batch 854/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.887 Epoch 56 Batch 855/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.864 Epoch 56 Batch 856/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.906 Epoch 56 Batch 857/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.851 Epoch 56 Batch 858/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.887 Epoch 56 Batch 859/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.820 Epoch 56 Batch 860/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.831 Epoch 56 Batch 861/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.907 Epoch 56 Batch 862/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.809 Epoch 56 Batch 863/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.851 Epoch 56 Batch 864/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.889 Epoch 56 Batch 865/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.234, Loss: 0.952 Epoch 56 Batch 866/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.878 Epoch 56 Batch 867/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.902 Epoch 56 Batch 868/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.831 Epoch 56 Batch 869/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.866 Epoch 56 Batch 870/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 0.878 Epoch 56 Batch 871/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.883 Epoch 56 Batch 872/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.863 Epoch 56 Batch 873/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.821 Epoch 56 Batch 874/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.839 Epoch 56 Batch 875/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.869 Epoch 56 Batch 876/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.907 Epoch 56 Batch 877/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.896 Epoch 56 Batch 878/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.820 Epoch 56 Batch 879/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.877 Epoch 56 Batch 880/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.870 Epoch 56 Batch 881/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.924 Epoch 56 Batch 882/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.877 Epoch 56 Batch 883/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.234, Loss: 0.933 Epoch 56 Batch 884/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.892 Epoch 56 Batch 885/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.234, Loss: 0.838 Epoch 56 Batch 886/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.862 Epoch 56 Batch 887/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.937 Epoch 56 Batch 888/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.890 Epoch 56 Batch 889/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.844 Epoch 56 Batch 890/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.234, Loss: 0.854 Epoch 56 Batch 891/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.957 Epoch 56 Batch 892/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.869 Epoch 56 Batch 893/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.820 Epoch 56 Batch 894/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.864 Epoch 56 Batch 895/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.891 Epoch 56 Batch 896/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.906 Epoch 56 Batch 897/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.887 Epoch 56 Batch 898/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.898 Epoch 56 Batch 899/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.856 Epoch 56 Batch 900/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.825 Epoch 56 Batch 901/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.872 Epoch 56 Batch 902/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.947 Epoch 56 Batch 903/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.908 Epoch 56 Batch 904/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.896 Epoch 56 Batch 905/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.872 Epoch 56 Batch 906/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.882 Epoch 56 Batch 907/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.861 Epoch 56 Batch 908/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.916 Epoch 56 Batch 909/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.917 Epoch 56 Batch 910/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.901 Epoch 56 Batch 911/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.233, Loss: 0.844 Epoch 56 Batch 912/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.936 Epoch 56 Batch 913/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.844 Epoch 56 Batch 914/1077 - Train Accuracy: 0.303, Validation Accuracy: 0.233, Loss: 0.903 Epoch 56 Batch 915/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.869 Epoch 56 Batch 916/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.894 Epoch 56 Batch 917/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.906 Epoch 56 Batch 918/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.832 Epoch 56 Batch 919/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.234, Loss: 0.938 Epoch 56 Batch 920/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.816 Epoch 56 Batch 921/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.859 Epoch 56 Batch 922/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.902 Epoch 56 Batch 923/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.234, Loss: 0.841 Epoch 56 Batch 924/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.234, Loss: 0.809 Epoch 56 Batch 925/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.849 Epoch 56 Batch 926/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.947 Epoch 56 Batch 927/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.906 Epoch 56 Batch 928/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.851 Epoch 56 Batch 929/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.891 Epoch 56 Batch 930/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.839 Epoch 56 Batch 931/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.859 Epoch 56 Batch 932/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.887 Epoch 56 Batch 933/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 0.866 Epoch 56 Batch 934/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 0.900 Epoch 56 Batch 935/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 0.919 Epoch 56 Batch 936/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.879 Epoch 56 Batch 937/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.234, Loss: 0.915 Epoch 56 Batch 938/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 0.868 Epoch 56 Batch 939/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.873 Epoch 56 Batch 940/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.882 Epoch 56 Batch 941/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.878 Epoch 56 Batch 942/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.863 Epoch 56 Batch 943/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.860 Epoch 56 Batch 944/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.930 Epoch 56 Batch 945/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.889 Epoch 56 Batch 946/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.871 Epoch 56 Batch 947/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.877 Epoch 56 Batch 948/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.872 Epoch 56 Batch 949/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.234, Loss: 0.885 Epoch 56 Batch 950/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.811 Epoch 56 Batch 951/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.917 Epoch 56 Batch 952/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.919 Epoch 56 Batch 953/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.234, Loss: 0.888 Epoch 56 Batch 954/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.870 Epoch 56 Batch 955/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.785 Epoch 56 Batch 956/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.929 Epoch 56 Batch 957/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.866 Epoch 56 Batch 958/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.927 Epoch 56 Batch 959/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.893 Epoch 56 Batch 960/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.863 Epoch 56 Batch 961/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.864 Epoch 56 Batch 962/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.855 Epoch 56 Batch 963/1077 - Train Accuracy: 0.074, Validation Accuracy: 0.233, Loss: 0.882 Epoch 56 Batch 964/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.885 Epoch 56 Batch 965/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.806 Epoch 56 Batch 966/1077 - Train Accuracy: 0.270, Validation Accuracy: 0.233, Loss: 0.856 Epoch 56 Batch 967/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.834 Epoch 56 Batch 968/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.887 Epoch 56 Batch 969/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.849 Epoch 56 Batch 970/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.848 Epoch 56 Batch 971/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.877 Epoch 56 Batch 972/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.851 Epoch 56 Batch 973/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.862 Epoch 56 Batch 974/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.887 Epoch 56 Batch 975/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.234, Loss: 0.850 Epoch 56 Batch 976/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.857 Epoch 56 Batch 977/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.809 Epoch 56 Batch 978/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.939 Epoch 56 Batch 979/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.892 Epoch 56 Batch 980/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.890 Epoch 56 Batch 981/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.907 Epoch 56 Batch 982/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.850 Epoch 56 Batch 983/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.843 Epoch 56 Batch 984/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.847 Epoch 56 Batch 985/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.868 Epoch 56 Batch 986/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.935 Epoch 56 Batch 987/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.943 Epoch 56 Batch 988/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.234, Loss: 0.817 Epoch 56 Batch 989/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.875 Epoch 56 Batch 990/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 0.875 Epoch 56 Batch 991/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.234, Loss: 0.891 Epoch 56 Batch 992/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.865 Epoch 56 Batch 993/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.845 Epoch 56 Batch 994/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.836 Epoch 56 Batch 995/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.861 Epoch 56 Batch 996/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.910 Epoch 56 Batch 997/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.862 Epoch 56 Batch 998/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.824 Epoch 56 Batch 999/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.897 Epoch 56 Batch 1000/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.881 Epoch 56 Batch 1001/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.234, Loss: 0.836 Epoch 56 Batch 1002/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.850 Epoch 56 Batch 1003/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.905 Epoch 56 Batch 1004/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.974 Epoch 56 Batch 1005/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.848 Epoch 56 Batch 1006/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.873 Epoch 56 Batch 1007/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.921 Epoch 56 Batch 1008/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.891 Epoch 56 Batch 1009/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.877 Epoch 56 Batch 1010/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.805 Epoch 56 Batch 1011/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.949 Epoch 56 Batch 1012/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.893 Epoch 56 Batch 1013/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.959 Epoch 56 Batch 1014/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.874 Epoch 56 Batch 1015/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.860 Epoch 56 Batch 1016/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.885 Epoch 56 Batch 1017/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.233, Loss: 0.901 Epoch 56 Batch 1018/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.899 Epoch 56 Batch 1019/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.866 Epoch 56 Batch 1020/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.853 Epoch 56 Batch 1021/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.883 Epoch 56 Batch 1022/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.881 Epoch 56 Batch 1023/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.233, Loss: 0.880 Epoch 56 Batch 1024/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.908 Epoch 56 Batch 1025/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.901 Epoch 56 Batch 1026/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.874 Epoch 56 Batch 1027/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.840 Epoch 56 Batch 1028/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.918 Epoch 56 Batch 1029/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.927 Epoch 56 Batch 1030/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.956 Epoch 56 Batch 1031/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.884 Epoch 56 Batch 1032/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.937 Epoch 56 Batch 1033/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.867 Epoch 56 Batch 1034/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.858 Epoch 56 Batch 1035/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.908 Epoch 56 Batch 1036/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.917 Epoch 56 Batch 1037/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.861 Epoch 56 Batch 1038/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.827 Epoch 56 Batch 1039/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.909 Epoch 56 Batch 1040/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.838 Epoch 56 Batch 1041/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.874 Epoch 56 Batch 1042/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.854 Epoch 56 Batch 1043/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.881 Epoch 56 Batch 1044/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.885 Epoch 56 Batch 1045/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.904 Epoch 56 Batch 1046/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.837 Epoch 56 Batch 1047/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.898 Epoch 56 Batch 1048/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.891 Epoch 56 Batch 1049/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.896 Epoch 56 Batch 1050/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.848 Epoch 56 Batch 1051/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.846 Epoch 56 Batch 1052/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.888 Epoch 56 Batch 1053/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.887 Epoch 56 Batch 1054/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.890 Epoch 56 Batch 1055/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.876 Epoch 56 Batch 1056/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.883 Epoch 56 Batch 1057/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.891 Epoch 56 Batch 1058/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.905 Epoch 56 Batch 1059/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.892 Epoch 56 Batch 1060/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.912 Epoch 56 Batch 1061/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.902 Epoch 56 Batch 1062/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.922 Epoch 56 Batch 1063/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.833 Epoch 56 Batch 1064/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.893 Epoch 56 Batch 1065/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.828 Epoch 56 Batch 1066/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.887 Epoch 56 Batch 1067/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.833 Epoch 56 Batch 1068/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.844 Epoch 56 Batch 1069/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.884 Epoch 56 Batch 1070/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.868 Epoch 56 Batch 1071/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.886 Epoch 56 Batch 1072/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.825 Epoch 56 Batch 1073/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.897 Epoch 56 Batch 1074/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.935 Epoch 56 Batch 1075/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.850 Epoch 57 Batch 0/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.889 Epoch 57 Batch 1/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.832 Epoch 57 Batch 2/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.873 Epoch 57 Batch 3/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.903 Epoch 57 Batch 4/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.925 Epoch 57 Batch 5/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.924 Epoch 57 Batch 6/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.892 Epoch 57 Batch 7/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.234, Loss: 0.853 Epoch 57 Batch 8/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.889 Epoch 57 Batch 9/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.874 Epoch 57 Batch 10/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.835 Epoch 57 Batch 11/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.870 Epoch 57 Batch 12/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.895 Epoch 57 Batch 13/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.234, Loss: 0.873 Epoch 57 Batch 14/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.870 Epoch 57 Batch 15/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.901 Epoch 57 Batch 16/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.849 Epoch 57 Batch 17/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.839 Epoch 57 Batch 18/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.862 Epoch 57 Batch 19/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.876 Epoch 57 Batch 20/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.868 Epoch 57 Batch 21/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.766 Epoch 57 Batch 22/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.867 Epoch 57 Batch 23/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.841 Epoch 57 Batch 24/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.868 Epoch 57 Batch 25/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.860 Epoch 57 Batch 26/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.850 Epoch 57 Batch 27/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.898 Epoch 57 Batch 28/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.929 Epoch 57 Batch 29/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.843 Epoch 57 Batch 30/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.924 Epoch 57 Batch 31/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.904 Epoch 57 Batch 32/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.827 Epoch 57 Batch 33/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.881 Epoch 57 Batch 34/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.834 Epoch 57 Batch 35/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.869 Epoch 57 Batch 36/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.844 Epoch 57 Batch 37/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.845 Epoch 57 Batch 38/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.233, Loss: 0.931 Epoch 57 Batch 39/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.855 Epoch 57 Batch 40/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.875 Epoch 57 Batch 41/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.862 Epoch 57 Batch 42/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.853 Epoch 57 Batch 43/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.233, Loss: 0.865 Epoch 57 Batch 44/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.833 Epoch 57 Batch 45/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.939 Epoch 57 Batch 46/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.233, Loss: 0.870 Epoch 57 Batch 47/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.861 Epoch 57 Batch 48/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.912 Epoch 57 Batch 49/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.233, Loss: 0.894 Epoch 57 Batch 50/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.915 Epoch 57 Batch 51/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.868 Epoch 57 Batch 52/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.783 Epoch 57 Batch 53/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.233, Loss: 0.877 Epoch 57 Batch 54/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.948 Epoch 57 Batch 55/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.861 Epoch 57 Batch 56/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.872 Epoch 57 Batch 57/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.233, Loss: 0.876 Epoch 57 Batch 58/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.862 Epoch 57 Batch 59/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.891 Epoch 57 Batch 60/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.812 Epoch 57 Batch 61/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.873 Epoch 57 Batch 62/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.869 Epoch 57 Batch 63/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.847 Epoch 57 Batch 64/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.837 Epoch 57 Batch 65/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.884 Epoch 57 Batch 66/1077 - Train Accuracy: 0.185, Validation Accuracy: 0.233, Loss: 0.889 Epoch 57 Batch 67/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.894 Epoch 57 Batch 68/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.919 Epoch 57 Batch 69/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.815 Epoch 57 Batch 70/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.836 Epoch 57 Batch 71/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.922 Epoch 57 Batch 72/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.872 Epoch 57 Batch 73/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.885 Epoch 57 Batch 74/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.889 Epoch 57 Batch 75/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.890 Epoch 57 Batch 76/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.839 Epoch 57 Batch 77/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.924 Epoch 57 Batch 78/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.852 Epoch 57 Batch 79/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.916 Epoch 57 Batch 80/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.889 Epoch 57 Batch 81/1077 - Train Accuracy: 0.170, Validation Accuracy: 0.234, Loss: 0.854 Epoch 57 Batch 82/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.234, Loss: 0.882 Epoch 57 Batch 83/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.892 Epoch 57 Batch 84/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.846 Epoch 57 Batch 85/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.865 Epoch 57 Batch 86/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.852 Epoch 57 Batch 87/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.925 Epoch 57 Batch 88/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.809 Epoch 57 Batch 89/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.882 Epoch 57 Batch 90/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.876 Epoch 57 Batch 91/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.839 Epoch 57 Batch 92/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.898 Epoch 57 Batch 93/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.847 Epoch 57 Batch 94/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.846 Epoch 57 Batch 95/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.917 Epoch 57 Batch 96/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.866 Epoch 57 Batch 97/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.850 Epoch 57 Batch 98/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.874 Epoch 57 Batch 99/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.889 Epoch 57 Batch 100/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.912 Epoch 57 Batch 101/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.886 Epoch 57 Batch 102/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.926 Epoch 57 Batch 103/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.948 Epoch 57 Batch 104/1077 - Train Accuracy: 0.102, Validation Accuracy: 0.233, Loss: 0.889 Epoch 57 Batch 105/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.905 Epoch 57 Batch 106/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.233, Loss: 0.939 Epoch 57 Batch 107/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.234, Loss: 0.801 Epoch 57 Batch 108/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.233, Loss: 0.920 Epoch 57 Batch 109/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.830 Epoch 57 Batch 110/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.923 Epoch 57 Batch 111/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.883 Epoch 57 Batch 112/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.912 Epoch 57 Batch 113/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.823 Epoch 57 Batch 114/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.880 Epoch 57 Batch 115/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.908 Epoch 57 Batch 116/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.925 Epoch 57 Batch 117/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.860 Epoch 57 Batch 118/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.825 Epoch 57 Batch 119/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.845 Epoch 57 Batch 120/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.881 Epoch 57 Batch 121/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.900 Epoch 57 Batch 122/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.943 Epoch 57 Batch 123/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.861 Epoch 57 Batch 124/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.937 Epoch 57 Batch 125/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.948 Epoch 57 Batch 126/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.923 Epoch 57 Batch 127/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.903 Epoch 57 Batch 128/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.835 Epoch 57 Batch 129/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.910 Epoch 57 Batch 130/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.890 Epoch 57 Batch 131/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.873 Epoch 57 Batch 132/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.844 Epoch 57 Batch 133/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.835 Epoch 57 Batch 134/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.892 Epoch 57 Batch 135/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 0.868 Epoch 57 Batch 136/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.867 Epoch 57 Batch 137/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.925 Epoch 57 Batch 138/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.902 Epoch 57 Batch 139/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.909 Epoch 57 Batch 140/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.234, Loss: 0.880 Epoch 57 Batch 141/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.812 Epoch 57 Batch 142/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.879 Epoch 57 Batch 143/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.860 Epoch 57 Batch 144/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.868 Epoch 57 Batch 145/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.850 Epoch 57 Batch 146/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.909 Epoch 57 Batch 147/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.840 Epoch 57 Batch 148/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.834 Epoch 57 Batch 149/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.884 Epoch 57 Batch 150/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.846 Epoch 57 Batch 151/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.819 Epoch 57 Batch 152/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.918 Epoch 57 Batch 153/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.884 Epoch 57 Batch 154/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.853 Epoch 57 Batch 155/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.896 Epoch 57 Batch 156/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.890 Epoch 57 Batch 157/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.862 Epoch 57 Batch 158/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.859 Epoch 57 Batch 159/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.871 Epoch 57 Batch 160/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.822 Epoch 57 Batch 161/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.864 Epoch 57 Batch 162/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.830 Epoch 57 Batch 163/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.234, Loss: 0.810 Epoch 57 Batch 164/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.861 Epoch 57 Batch 165/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.930 Epoch 57 Batch 166/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.825 Epoch 57 Batch 167/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.850 Epoch 57 Batch 168/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.873 Epoch 57 Batch 169/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.873 Epoch 57 Batch 170/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.905 Epoch 57 Batch 171/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.859 Epoch 57 Batch 172/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.855 Epoch 57 Batch 173/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.904 Epoch 57 Batch 174/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.881 Epoch 57 Batch 175/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.847 Epoch 57 Batch 176/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.901 Epoch 57 Batch 177/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.942 Epoch 57 Batch 178/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.829 Epoch 57 Batch 179/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.234, Loss: 0.874 Epoch 57 Batch 180/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.891 Epoch 57 Batch 181/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.832 Epoch 57 Batch 182/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.887 Epoch 57 Batch 183/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.844 Epoch 57 Batch 184/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.844 Epoch 57 Batch 185/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.854 Epoch 57 Batch 186/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.909 Epoch 57 Batch 187/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.918 Epoch 57 Batch 188/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.879 Epoch 57 Batch 189/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.853 Epoch 57 Batch 190/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.850 Epoch 57 Batch 191/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.233, Loss: 0.858 Epoch 57 Batch 192/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.916 Epoch 57 Batch 193/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.872 Epoch 57 Batch 194/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.851 Epoch 57 Batch 195/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.893 Epoch 57 Batch 196/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.891 Epoch 57 Batch 197/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.866 Epoch 57 Batch 198/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.882 Epoch 57 Batch 199/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.940 Epoch 57 Batch 200/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.826 Epoch 57 Batch 201/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.905 Epoch 57 Batch 202/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.907 Epoch 57 Batch 203/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.934 Epoch 57 Batch 204/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.981 Epoch 57 Batch 205/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.838 Epoch 57 Batch 206/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.845 Epoch 57 Batch 207/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.901 Epoch 57 Batch 208/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.839 Epoch 57 Batch 209/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.859 Epoch 57 Batch 210/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.852 Epoch 57 Batch 211/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.875 Epoch 57 Batch 212/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.824 Epoch 57 Batch 213/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.863 Epoch 57 Batch 214/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.863 Epoch 57 Batch 215/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.896 Epoch 57 Batch 216/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.856 Epoch 57 Batch 217/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.820 Epoch 57 Batch 218/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.851 Epoch 57 Batch 219/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.823 Epoch 57 Batch 220/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.884 Epoch 57 Batch 221/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.869 Epoch 57 Batch 222/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.888 Epoch 57 Batch 223/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.914 Epoch 57 Batch 224/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.883 Epoch 57 Batch 225/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.945 Epoch 57 Batch 226/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.907 Epoch 57 Batch 227/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.840 Epoch 57 Batch 228/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.862 Epoch 57 Batch 229/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.899 Epoch 57 Batch 230/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.809 Epoch 57 Batch 231/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.842 Epoch 57 Batch 232/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.894 Epoch 57 Batch 233/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.884 Epoch 57 Batch 234/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 0.918 Epoch 57 Batch 235/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.869 Epoch 57 Batch 236/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.855 Epoch 57 Batch 237/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.846 Epoch 57 Batch 238/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.842 Epoch 57 Batch 239/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.886 Epoch 57 Batch 240/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.868 Epoch 57 Batch 241/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.838 Epoch 57 Batch 242/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.839 Epoch 57 Batch 243/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.922 Epoch 57 Batch 244/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.233, Loss: 0.795 Epoch 57 Batch 245/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.888 Epoch 57 Batch 246/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.878 Epoch 57 Batch 247/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.905 Epoch 57 Batch 248/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.848 Epoch 57 Batch 249/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.846 Epoch 57 Batch 250/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.233, Loss: 0.898 Epoch 57 Batch 251/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.863 Epoch 57 Batch 252/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.903 Epoch 57 Batch 253/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.233, Loss: 0.841 Epoch 57 Batch 254/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.838 Epoch 57 Batch 255/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.901 Epoch 57 Batch 256/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.912 Epoch 57 Batch 257/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.868 Epoch 57 Batch 258/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.864 Epoch 57 Batch 259/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.890 Epoch 57 Batch 260/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.896 Epoch 57 Batch 261/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.234, Loss: 0.880 Epoch 57 Batch 262/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.817 Epoch 57 Batch 263/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 0.876 Epoch 57 Batch 264/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.913 Epoch 57 Batch 265/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.871 Epoch 57 Batch 266/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.864 Epoch 57 Batch 267/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.234, Loss: 0.851 Epoch 57 Batch 268/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.849 Epoch 57 Batch 269/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.931 Epoch 57 Batch 270/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.848 Epoch 57 Batch 271/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.851 Epoch 57 Batch 272/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.903 Epoch 57 Batch 273/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.848 Epoch 57 Batch 274/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.854 Epoch 57 Batch 275/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.891 Epoch 57 Batch 276/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.909 Epoch 57 Batch 277/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.845 Epoch 57 Batch 278/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.874 Epoch 57 Batch 279/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.919 Epoch 57 Batch 280/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.817 Epoch 57 Batch 281/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.880 Epoch 57 Batch 282/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.852 Epoch 57 Batch 283/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.842 Epoch 57 Batch 284/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.896 Epoch 57 Batch 285/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.832 Epoch 57 Batch 286/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.873 Epoch 57 Batch 287/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.899 Epoch 57 Batch 288/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.874 Epoch 57 Batch 289/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.923 Epoch 57 Batch 290/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.840 Epoch 57 Batch 291/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 0.873 Epoch 57 Batch 292/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.844 Epoch 57 Batch 293/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.949 Epoch 57 Batch 294/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.234, Loss: 0.922 Epoch 57 Batch 295/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.887 Epoch 57 Batch 296/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.842 Epoch 57 Batch 297/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.911 Epoch 57 Batch 298/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.903 Epoch 57 Batch 299/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.910 Epoch 57 Batch 300/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.234, Loss: 0.872 Epoch 57 Batch 301/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.829 Epoch 57 Batch 302/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.851 Epoch 57 Batch 303/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.234, Loss: 0.791 Epoch 57 Batch 304/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.926 Epoch 57 Batch 305/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.859 Epoch 57 Batch 306/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.929 Epoch 57 Batch 307/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.843 Epoch 57 Batch 308/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.883 Epoch 57 Batch 309/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.914 Epoch 57 Batch 310/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.907 Epoch 57 Batch 311/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.233, Loss: 0.861 Epoch 57 Batch 312/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.914 Epoch 57 Batch 313/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.867 Epoch 57 Batch 314/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.892 Epoch 57 Batch 315/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.825 Epoch 57 Batch 316/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.906 Epoch 57 Batch 317/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.887 Epoch 57 Batch 318/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.825 Epoch 57 Batch 319/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.903 Epoch 57 Batch 320/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.922 Epoch 57 Batch 321/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.894 Epoch 57 Batch 322/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.233, Loss: 0.913 Epoch 57 Batch 323/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.841 Epoch 57 Batch 324/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.882 Epoch 57 Batch 325/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.842 Epoch 57 Batch 326/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.853 Epoch 57 Batch 327/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.873 Epoch 57 Batch 328/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.821 Epoch 57 Batch 329/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.878 Epoch 57 Batch 330/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.851 Epoch 57 Batch 331/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.819 Epoch 57 Batch 332/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.819 Epoch 57 Batch 333/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.868 Epoch 57 Batch 334/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.917 Epoch 57 Batch 335/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.903 Epoch 57 Batch 336/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.893 Epoch 57 Batch 337/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.837 Epoch 57 Batch 338/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.930 Epoch 57 Batch 339/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.847 Epoch 57 Batch 340/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.895 Epoch 57 Batch 341/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.891 Epoch 57 Batch 342/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.823 Epoch 57 Batch 343/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.864 Epoch 57 Batch 344/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.915 Epoch 57 Batch 345/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.839 Epoch 57 Batch 346/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.804 Epoch 57 Batch 347/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.893 Epoch 57 Batch 348/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.829 Epoch 57 Batch 349/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.919 Epoch 57 Batch 350/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.885 Epoch 57 Batch 351/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.795 Epoch 57 Batch 352/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.826 Epoch 57 Batch 353/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.844 Epoch 57 Batch 354/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.831 Epoch 57 Batch 355/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.825 Epoch 57 Batch 356/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.930 Epoch 57 Batch 357/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.890 Epoch 57 Batch 358/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.905 Epoch 57 Batch 359/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.886 Epoch 57 Batch 360/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.918 Epoch 57 Batch 361/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.803 Epoch 57 Batch 362/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.861 Epoch 57 Batch 363/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.887 Epoch 57 Batch 364/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.866 Epoch 57 Batch 365/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.831 Epoch 57 Batch 366/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.885 Epoch 57 Batch 367/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.903 Epoch 57 Batch 368/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.874 Epoch 57 Batch 369/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.895 Epoch 57 Batch 370/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.859 Epoch 57 Batch 371/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.829 Epoch 57 Batch 372/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.878 Epoch 57 Batch 373/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.918 Epoch 57 Batch 374/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.874 Epoch 57 Batch 375/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.233, Loss: 0.848 Epoch 57 Batch 376/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.233, Loss: 0.849 Epoch 57 Batch 377/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.875 Epoch 57 Batch 378/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.878 Epoch 57 Batch 379/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.922 Epoch 57 Batch 380/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.855 Epoch 57 Batch 381/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.858 Epoch 57 Batch 382/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.849 Epoch 57 Batch 383/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.902 Epoch 57 Batch 384/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.789 Epoch 57 Batch 385/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.862 Epoch 57 Batch 386/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.852 Epoch 57 Batch 387/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.923 Epoch 57 Batch 388/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.233, Loss: 0.829 Epoch 57 Batch 389/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.905 Epoch 57 Batch 390/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.822 Epoch 57 Batch 391/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.809 Epoch 57 Batch 392/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.857 Epoch 57 Batch 393/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.881 Epoch 57 Batch 394/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.863 Epoch 57 Batch 395/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.873 Epoch 57 Batch 396/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.900 Epoch 57 Batch 397/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.826 Epoch 57 Batch 398/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.904 Epoch 57 Batch 399/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.813 Epoch 57 Batch 400/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.895 Epoch 57 Batch 401/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.903 Epoch 57 Batch 402/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.879 Epoch 57 Batch 403/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.828 Epoch 57 Batch 404/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.949 Epoch 57 Batch 405/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.922 Epoch 57 Batch 406/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.233, Loss: 0.868 Epoch 57 Batch 407/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.881 Epoch 57 Batch 408/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.850 Epoch 57 Batch 409/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.912 Epoch 57 Batch 410/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 0.895 Epoch 57 Batch 411/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.866 Epoch 57 Batch 412/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.928 Epoch 57 Batch 413/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.859 Epoch 57 Batch 414/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.887 Epoch 57 Batch 415/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.919 Epoch 57 Batch 416/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.872 Epoch 57 Batch 417/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.904 Epoch 57 Batch 418/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.850 Epoch 57 Batch 419/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.897 Epoch 57 Batch 420/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.896 Epoch 57 Batch 421/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.933 Epoch 57 Batch 422/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.821 Epoch 57 Batch 423/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.898 Epoch 57 Batch 424/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.876 Epoch 57 Batch 425/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.860 Epoch 57 Batch 426/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.882 Epoch 57 Batch 427/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.829 Epoch 57 Batch 428/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 0.914 Epoch 57 Batch 429/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.852 Epoch 57 Batch 430/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.901 Epoch 57 Batch 431/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.802 Epoch 57 Batch 432/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.834 Epoch 57 Batch 433/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.844 Epoch 57 Batch 434/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.835 Epoch 57 Batch 435/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.844 Epoch 57 Batch 436/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.840 Epoch 57 Batch 437/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.881 Epoch 57 Batch 438/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.847 Epoch 57 Batch 439/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.891 Epoch 57 Batch 440/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.867 Epoch 57 Batch 441/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.844 Epoch 57 Batch 442/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.928 Epoch 57 Batch 443/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 0.852 Epoch 57 Batch 444/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.903 Epoch 57 Batch 445/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.944 Epoch 57 Batch 446/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.851 Epoch 57 Batch 447/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.895 Epoch 57 Batch 448/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.922 Epoch 57 Batch 449/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.826 Epoch 57 Batch 450/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.892 Epoch 57 Batch 451/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.815 Epoch 57 Batch 452/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.907 Epoch 57 Batch 453/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.819 Epoch 57 Batch 454/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.913 Epoch 57 Batch 455/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.234, Loss: 0.901 Epoch 57 Batch 456/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.883 Epoch 57 Batch 457/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.948 Epoch 57 Batch 458/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.927 Epoch 57 Batch 459/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.873 Epoch 57 Batch 460/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.815 Epoch 57 Batch 461/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.862 Epoch 57 Batch 462/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.857 Epoch 57 Batch 463/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.807 Epoch 57 Batch 464/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.234, Loss: 0.866 Epoch 57 Batch 465/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.892 Epoch 57 Batch 466/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.869 Epoch 57 Batch 467/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 0.880 Epoch 57 Batch 468/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.826 Epoch 57 Batch 469/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.873 Epoch 57 Batch 470/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.848 Epoch 57 Batch 471/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.857 Epoch 57 Batch 472/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 0.856 Epoch 57 Batch 473/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.854 Epoch 57 Batch 474/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.872 Epoch 57 Batch 475/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.908 Epoch 57 Batch 476/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.234, Loss: 0.835 Epoch 57 Batch 477/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.234, Loss: 0.870 Epoch 57 Batch 478/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.874 Epoch 57 Batch 479/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.892 Epoch 57 Batch 480/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.857 Epoch 57 Batch 481/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.868 Epoch 57 Batch 482/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.916 Epoch 57 Batch 483/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.894 Epoch 57 Batch 484/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.912 Epoch 57 Batch 485/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.858 Epoch 57 Batch 486/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.886 Epoch 57 Batch 487/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.873 Epoch 57 Batch 488/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.851 Epoch 57 Batch 489/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.910 Epoch 57 Batch 490/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.847 Epoch 57 Batch 491/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.902 Epoch 57 Batch 492/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.839 Epoch 57 Batch 493/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.857 Epoch 57 Batch 494/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.915 Epoch 57 Batch 495/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.919 Epoch 57 Batch 496/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.854 Epoch 57 Batch 497/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.893 Epoch 57 Batch 498/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.896 Epoch 57 Batch 499/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.234, Loss: 0.846 Epoch 57 Batch 500/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.859 Epoch 57 Batch 501/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.842 Epoch 57 Batch 502/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.880 Epoch 57 Batch 503/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.861 Epoch 57 Batch 504/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.887 Epoch 57 Batch 505/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.844 Epoch 57 Batch 506/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.900 Epoch 57 Batch 507/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.888 Epoch 57 Batch 508/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.835 Epoch 57 Batch 509/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.877 Epoch 57 Batch 510/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.823 Epoch 57 Batch 511/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.857 Epoch 57 Batch 512/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.905 Epoch 57 Batch 513/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.860 Epoch 57 Batch 514/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.868 Epoch 57 Batch 515/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.852 Epoch 57 Batch 516/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.862 Epoch 57 Batch 517/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.916 Epoch 57 Batch 518/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.823 Epoch 57 Batch 519/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.920 Epoch 57 Batch 520/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.910 Epoch 57 Batch 521/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.865 Epoch 57 Batch 522/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.914 Epoch 57 Batch 523/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.885 Epoch 57 Batch 524/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.935 Epoch 57 Batch 525/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.859 Epoch 57 Batch 526/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.890 Epoch 57 Batch 527/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 0.847 Epoch 57 Batch 528/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.851 Epoch 57 Batch 529/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.875 Epoch 57 Batch 530/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.888 Epoch 57 Batch 531/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.853 Epoch 57 Batch 532/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.234, Loss: 0.830 Epoch 57 Batch 533/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.912 Epoch 57 Batch 534/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.902 Epoch 57 Batch 535/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.883 Epoch 57 Batch 536/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.952 Epoch 57 Batch 537/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.923 Epoch 57 Batch 538/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.884 Epoch 57 Batch 539/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.855 Epoch 57 Batch 540/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.857 Epoch 57 Batch 541/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.860 Epoch 57 Batch 542/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.891 Epoch 57 Batch 543/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.810 Epoch 57 Batch 544/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.809 Epoch 57 Batch 545/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.923 Epoch 57 Batch 546/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.844 Epoch 57 Batch 547/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.857 Epoch 57 Batch 548/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.875 Epoch 57 Batch 549/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.883 Epoch 57 Batch 550/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.835 Epoch 57 Batch 551/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.909 Epoch 57 Batch 552/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.819 Epoch 57 Batch 553/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.856 Epoch 57 Batch 554/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.843 Epoch 57 Batch 555/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.845 Epoch 57 Batch 556/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.850 Epoch 57 Batch 557/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.943 Epoch 57 Batch 558/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.815 Epoch 57 Batch 559/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.905 Epoch 57 Batch 560/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.882 Epoch 57 Batch 561/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.860 Epoch 57 Batch 562/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.823 Epoch 57 Batch 563/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.910 Epoch 57 Batch 564/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.875 Epoch 57 Batch 565/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.821 Epoch 57 Batch 566/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.877 Epoch 57 Batch 567/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.872 Epoch 57 Batch 568/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.884 Epoch 57 Batch 569/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.841 Epoch 57 Batch 570/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.901 Epoch 57 Batch 571/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.824 Epoch 57 Batch 572/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.823 Epoch 57 Batch 573/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.846 Epoch 57 Batch 574/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.840 Epoch 57 Batch 575/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.863 Epoch 57 Batch 576/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.811 Epoch 57 Batch 577/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.898 Epoch 57 Batch 578/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.932 Epoch 57 Batch 579/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.795 Epoch 57 Batch 580/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.870 Epoch 57 Batch 581/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.829 Epoch 57 Batch 582/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.886 Epoch 57 Batch 583/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.882 Epoch 57 Batch 584/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.232, Loss: 0.931 Epoch 57 Batch 585/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.232, Loss: 0.808 Epoch 57 Batch 586/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.232, Loss: 0.888 Epoch 57 Batch 587/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.852 Epoch 57 Batch 588/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.863 Epoch 57 Batch 589/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.862 Epoch 57 Batch 590/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.231, Loss: 0.899 Epoch 57 Batch 591/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.231, Loss: 0.887 Epoch 57 Batch 592/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.231, Loss: 0.880 Epoch 57 Batch 593/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.231, Loss: 0.920 Epoch 57 Batch 594/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.897 Epoch 57 Batch 595/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.231, Loss: 0.914 Epoch 57 Batch 596/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.231, Loss: 0.791 Epoch 57 Batch 597/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.857 Epoch 57 Batch 598/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.876 Epoch 57 Batch 599/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.231, Loss: 0.904 Epoch 57 Batch 600/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.231, Loss: 0.917 Epoch 57 Batch 601/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.231, Loss: 0.856 Epoch 57 Batch 602/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.231, Loss: 0.876 Epoch 57 Batch 603/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.231, Loss: 0.885 Epoch 57 Batch 604/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.231, Loss: 0.918 Epoch 57 Batch 605/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.884 Epoch 57 Batch 606/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.231, Loss: 0.831 Epoch 57 Batch 607/1077 - Train Accuracy: 0.240, Validation Accuracy: 0.231, Loss: 0.892 Epoch 57 Batch 608/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.231, Loss: 0.893 Epoch 57 Batch 609/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.231, Loss: 0.878 Epoch 57 Batch 610/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.231, Loss: 0.878 Epoch 57 Batch 611/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.231, Loss: 0.898 Epoch 57 Batch 612/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.874 Epoch 57 Batch 613/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.878 Epoch 57 Batch 614/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.892 Epoch 57 Batch 615/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.875 Epoch 57 Batch 616/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.822 Epoch 57 Batch 617/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.858 Epoch 57 Batch 618/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.880 Epoch 57 Batch 619/1077 - Train Accuracy: 0.108, Validation Accuracy: 0.232, Loss: 0.876 Epoch 57 Batch 620/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.956 Epoch 57 Batch 621/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.865 Epoch 57 Batch 622/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.859 Epoch 57 Batch 623/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.878 Epoch 57 Batch 624/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.232, Loss: 0.872 Epoch 57 Batch 625/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.830 Epoch 57 Batch 626/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.232, Loss: 0.873 Epoch 57 Batch 627/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.858 Epoch 57 Batch 628/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.884 Epoch 57 Batch 629/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.912 Epoch 57 Batch 630/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.925 Epoch 57 Batch 631/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.868 Epoch 57 Batch 632/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.944 Epoch 57 Batch 633/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.834 Epoch 57 Batch 634/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.894 Epoch 57 Batch 635/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.233, Loss: 0.860 Epoch 57 Batch 636/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.937 Epoch 57 Batch 637/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.901 Epoch 57 Batch 638/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.873 Epoch 57 Batch 639/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.923 Epoch 57 Batch 640/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.900 Epoch 57 Batch 641/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.897 Epoch 57 Batch 642/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.840 Epoch 57 Batch 643/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.808 Epoch 57 Batch 644/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.838 Epoch 57 Batch 645/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.928 Epoch 57 Batch 646/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.932 Epoch 57 Batch 647/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.889 Epoch 57 Batch 648/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.876 Epoch 57 Batch 649/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.889 Epoch 57 Batch 650/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.876 Epoch 57 Batch 651/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.842 Epoch 57 Batch 652/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.840 Epoch 57 Batch 653/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.232, Loss: 0.881 Epoch 57 Batch 654/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.861 Epoch 57 Batch 655/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.874 Epoch 57 Batch 656/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.879 Epoch 57 Batch 657/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.922 Epoch 57 Batch 658/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.844 Epoch 57 Batch 659/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.824 Epoch 57 Batch 660/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.849 Epoch 57 Batch 661/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.869 Epoch 57 Batch 662/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.893 Epoch 57 Batch 663/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.852 Epoch 57 Batch 664/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.906 Epoch 57 Batch 665/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.932 Epoch 57 Batch 666/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.837 Epoch 57 Batch 667/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.962 Epoch 57 Batch 668/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.865 Epoch 57 Batch 669/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.845 Epoch 57 Batch 670/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.232, Loss: 0.791 Epoch 57 Batch 671/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.842 Epoch 57 Batch 672/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.885 Epoch 57 Batch 673/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.232, Loss: 0.866 Epoch 57 Batch 674/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.870 Epoch 57 Batch 675/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.886 Epoch 57 Batch 676/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.232, Loss: 0.914 Epoch 57 Batch 677/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.924 Epoch 57 Batch 678/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.880 Epoch 57 Batch 679/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.881 Epoch 57 Batch 680/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.865 Epoch 57 Batch 681/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.895 Epoch 57 Batch 682/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.233, Loss: 0.869 Epoch 57 Batch 683/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.928 Epoch 57 Batch 684/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.925 Epoch 57 Batch 685/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.899 Epoch 57 Batch 686/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.890 Epoch 57 Batch 687/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.884 Epoch 57 Batch 688/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.864 Epoch 57 Batch 689/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.889 Epoch 57 Batch 690/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.906 Epoch 57 Batch 691/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.877 Epoch 57 Batch 692/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.876 Epoch 57 Batch 693/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.862 Epoch 57 Batch 694/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.835 Epoch 57 Batch 695/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.905 Epoch 57 Batch 696/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.836 Epoch 57 Batch 697/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.856 Epoch 57 Batch 698/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.849 Epoch 57 Batch 699/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 0.844 Epoch 57 Batch 700/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.811 Epoch 57 Batch 701/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.855 Epoch 57 Batch 702/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.880 Epoch 57 Batch 703/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.824 Epoch 57 Batch 704/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.862 Epoch 57 Batch 705/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.889 Epoch 57 Batch 706/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.863 Epoch 57 Batch 707/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.902 Epoch 57 Batch 708/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.817 Epoch 57 Batch 709/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.848 Epoch 57 Batch 710/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.233, Loss: 0.855 Epoch 57 Batch 711/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.863 Epoch 57 Batch 712/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.890 Epoch 57 Batch 713/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.233, Loss: 0.913 Epoch 57 Batch 714/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.232, Loss: 0.952 Epoch 57 Batch 715/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.849 Epoch 57 Batch 716/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.866 Epoch 57 Batch 717/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.867 Epoch 57 Batch 718/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.871 Epoch 57 Batch 719/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.841 Epoch 57 Batch 720/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.869 Epoch 57 Batch 721/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.803 Epoch 57 Batch 722/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.842 Epoch 57 Batch 723/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.861 Epoch 57 Batch 724/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.861 Epoch 57 Batch 725/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.906 Epoch 57 Batch 726/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.885 Epoch 57 Batch 727/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.891 Epoch 57 Batch 728/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.843 Epoch 57 Batch 729/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.861 Epoch 57 Batch 730/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.887 Epoch 57 Batch 731/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.903 Epoch 57 Batch 732/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.901 Epoch 57 Batch 733/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.926 Epoch 57 Batch 734/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.921 Epoch 57 Batch 735/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.866 Epoch 57 Batch 736/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.915 Epoch 57 Batch 737/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.879 Epoch 57 Batch 738/1077 - Train Accuracy: 0.292, Validation Accuracy: 0.233, Loss: 0.897 Epoch 57 Batch 739/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.873 Epoch 57 Batch 740/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.843 Epoch 57 Batch 741/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.901 Epoch 57 Batch 742/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.881 Epoch 57 Batch 743/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.899 Epoch 57 Batch 744/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.877 Epoch 57 Batch 745/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.831 Epoch 57 Batch 746/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.929 Epoch 57 Batch 747/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.882 Epoch 57 Batch 748/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.875 Epoch 57 Batch 749/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.853 Epoch 57 Batch 750/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.837 Epoch 57 Batch 751/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.916 Epoch 57 Batch 752/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.859 Epoch 57 Batch 753/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.844 Epoch 57 Batch 754/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.772 Epoch 57 Batch 755/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.876 Epoch 57 Batch 756/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.881 Epoch 57 Batch 757/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.876 Epoch 57 Batch 758/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.870 Epoch 57 Batch 759/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.871 Epoch 57 Batch 760/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.914 Epoch 57 Batch 761/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.825 Epoch 57 Batch 762/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.893 Epoch 57 Batch 763/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.859 Epoch 57 Batch 764/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.839 Epoch 57 Batch 765/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.931 Epoch 57 Batch 766/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.827 Epoch 57 Batch 767/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.903 Epoch 57 Batch 768/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.811 Epoch 57 Batch 769/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.849 Epoch 57 Batch 770/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.827 Epoch 57 Batch 771/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.906 Epoch 57 Batch 772/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.916 Epoch 57 Batch 773/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.902 Epoch 57 Batch 774/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.805 Epoch 57 Batch 775/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.869 Epoch 57 Batch 776/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.901 Epoch 57 Batch 777/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.859 Epoch 57 Batch 778/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.827 Epoch 57 Batch 779/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.859 Epoch 57 Batch 780/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.885 Epoch 57 Batch 781/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.867 Epoch 57 Batch 782/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.917 Epoch 57 Batch 783/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.872 Epoch 57 Batch 784/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.856 Epoch 57 Batch 785/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.883 Epoch 57 Batch 786/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.859 Epoch 57 Batch 787/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.947 Epoch 57 Batch 788/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.875 Epoch 57 Batch 789/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.786 Epoch 57 Batch 790/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.869 Epoch 57 Batch 791/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.863 Epoch 57 Batch 792/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.819 Epoch 57 Batch 793/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.860 Epoch 57 Batch 794/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.852 Epoch 57 Batch 795/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.955 Epoch 57 Batch 796/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.867 Epoch 57 Batch 797/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.891 Epoch 57 Batch 798/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.234, Loss: 0.887 Epoch 57 Batch 799/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.234, Loss: 0.850 Epoch 57 Batch 800/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.842 Epoch 57 Batch 801/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.879 Epoch 57 Batch 802/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.919 Epoch 57 Batch 803/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.834 Epoch 57 Batch 804/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.764 Epoch 57 Batch 805/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.877 Epoch 57 Batch 806/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 0.872 Epoch 57 Batch 807/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.831 Epoch 57 Batch 808/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.842 Epoch 57 Batch 809/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.842 Epoch 57 Batch 810/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.892 Epoch 57 Batch 811/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.886 Epoch 57 Batch 812/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.862 Epoch 57 Batch 813/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.850 Epoch 57 Batch 814/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.927 Epoch 57 Batch 815/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.933 Epoch 57 Batch 816/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.912 Epoch 57 Batch 817/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.920 Epoch 57 Batch 818/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.896 Epoch 57 Batch 819/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.824 Epoch 57 Batch 820/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.903 Epoch 57 Batch 821/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.924 Epoch 57 Batch 822/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.863 Epoch 57 Batch 823/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.904 Epoch 57 Batch 824/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.889 Epoch 57 Batch 825/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.884 Epoch 57 Batch 826/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.845 Epoch 57 Batch 827/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.882 Epoch 57 Batch 828/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.915 Epoch 57 Batch 829/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.818 Epoch 57 Batch 830/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.922 Epoch 57 Batch 831/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.233, Loss: 0.859 Epoch 57 Batch 832/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.872 Epoch 57 Batch 833/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.885 Epoch 57 Batch 834/1077 - Train Accuracy: 0.237, Validation Accuracy: 0.233, Loss: 0.879 Epoch 57 Batch 835/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.871 Epoch 57 Batch 836/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.863 Epoch 57 Batch 837/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.830 Epoch 57 Batch 838/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.860 Epoch 57 Batch 839/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.813 Epoch 57 Batch 840/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.857 Epoch 57 Batch 841/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.937 Epoch 57 Batch 842/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.883 Epoch 57 Batch 843/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.853 Epoch 57 Batch 844/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.894 Epoch 57 Batch 845/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.846 Epoch 57 Batch 846/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.833 Epoch 57 Batch 847/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.877 Epoch 57 Batch 848/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.844 Epoch 57 Batch 849/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.812 Epoch 57 Batch 850/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.891 Epoch 57 Batch 851/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.955 Epoch 57 Batch 852/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.817 Epoch 57 Batch 853/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.921 Epoch 57 Batch 854/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.829 Epoch 57 Batch 855/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.882 Epoch 57 Batch 856/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.922 Epoch 57 Batch 857/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.820 Epoch 57 Batch 858/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.890 Epoch 57 Batch 859/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.968 Epoch 57 Batch 860/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.851 Epoch 57 Batch 861/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.888 Epoch 57 Batch 862/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.870 Epoch 57 Batch 863/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.846 Epoch 57 Batch 864/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.860 Epoch 57 Batch 865/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.234, Loss: 0.903 Epoch 57 Batch 866/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.926 Epoch 57 Batch 867/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.867 Epoch 57 Batch 868/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.886 Epoch 57 Batch 869/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.905 Epoch 57 Batch 870/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 0.883 Epoch 57 Batch 871/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.944 Epoch 57 Batch 872/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.968 Epoch 57 Batch 873/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.840 Epoch 57 Batch 874/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.813 Epoch 57 Batch 875/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.908 Epoch 57 Batch 876/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.807 Epoch 57 Batch 877/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.873 Epoch 57 Batch 878/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.865 Epoch 57 Batch 879/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.841 Epoch 57 Batch 880/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.844 Epoch 57 Batch 881/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.865 Epoch 57 Batch 882/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.858 Epoch 57 Batch 883/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.887 Epoch 57 Batch 884/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.832 Epoch 57 Batch 885/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.233, Loss: 0.897 Epoch 57 Batch 886/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.880 Epoch 57 Batch 887/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.864 Epoch 57 Batch 888/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.921 Epoch 57 Batch 889/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.883 Epoch 57 Batch 890/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.234, Loss: 0.902 Epoch 57 Batch 891/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.834 Epoch 57 Batch 892/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.946 Epoch 57 Batch 893/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.872 Epoch 57 Batch 894/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.843 Epoch 57 Batch 895/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.892 Epoch 57 Batch 896/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.912 Epoch 57 Batch 897/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.916 Epoch 57 Batch 898/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.931 Epoch 57 Batch 899/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.835 Epoch 57 Batch 900/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.868 Epoch 57 Batch 901/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.234, Loss: 0.839 Epoch 57 Batch 902/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.890 Epoch 57 Batch 903/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.850 Epoch 57 Batch 904/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.845 Epoch 57 Batch 905/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.855 Epoch 57 Batch 906/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.865 Epoch 57 Batch 907/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.890 Epoch 57 Batch 908/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.943 Epoch 57 Batch 909/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.881 Epoch 57 Batch 910/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.842 Epoch 57 Batch 911/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.233, Loss: 0.873 Epoch 57 Batch 912/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.804 Epoch 57 Batch 913/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.904 Epoch 57 Batch 914/1077 - Train Accuracy: 0.305, Validation Accuracy: 0.233, Loss: 0.867 Epoch 57 Batch 915/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.858 Epoch 57 Batch 916/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.857 Epoch 57 Batch 917/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.830 Epoch 57 Batch 918/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.834 Epoch 57 Batch 919/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.233, Loss: 0.854 Epoch 57 Batch 920/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.919 Epoch 57 Batch 921/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.895 Epoch 57 Batch 922/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.775 Epoch 57 Batch 923/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 0.872 Epoch 57 Batch 924/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.233, Loss: 0.900 Epoch 57 Batch 925/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.855 Epoch 57 Batch 926/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.855 Epoch 57 Batch 927/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.848 Epoch 57 Batch 928/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.904 Epoch 57 Batch 929/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.900 Epoch 57 Batch 930/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.867 Epoch 57 Batch 931/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.886 Epoch 57 Batch 932/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.848 Epoch 57 Batch 933/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.887 Epoch 57 Batch 934/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.900 Epoch 57 Batch 935/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.918 Epoch 57 Batch 936/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.885 Epoch 57 Batch 937/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.234, Loss: 0.854 Epoch 57 Batch 938/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.935 Epoch 57 Batch 939/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.889 Epoch 57 Batch 940/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.851 Epoch 57 Batch 941/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.818 Epoch 57 Batch 942/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.873 Epoch 57 Batch 943/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.864 Epoch 57 Batch 944/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.914 Epoch 57 Batch 945/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.841 Epoch 57 Batch 946/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.856 Epoch 57 Batch 947/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.891 Epoch 57 Batch 948/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.901 Epoch 57 Batch 949/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.234, Loss: 0.875 Epoch 57 Batch 950/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 0.862 Epoch 57 Batch 951/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 0.921 Epoch 57 Batch 952/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 0.826 Epoch 57 Batch 953/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.235, Loss: 0.851 Epoch 57 Batch 954/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 0.875 Epoch 57 Batch 955/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 0.862 Epoch 57 Batch 956/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 0.867 Epoch 57 Batch 957/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.923 Epoch 57 Batch 958/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.917 Epoch 57 Batch 959/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.834 Epoch 57 Batch 960/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.862 Epoch 57 Batch 961/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.896 Epoch 57 Batch 962/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.881 Epoch 57 Batch 963/1077 - Train Accuracy: 0.075, Validation Accuracy: 0.234, Loss: 0.850 Epoch 57 Batch 964/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 0.886 Epoch 57 Batch 965/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.235, Loss: 0.856 Epoch 57 Batch 966/1077 - Train Accuracy: 0.271, Validation Accuracy: 0.235, Loss: 0.882 Epoch 57 Batch 967/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 0.889 Epoch 57 Batch 968/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.235, Loss: 0.864 Epoch 57 Batch 969/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.235, Loss: 0.924 Epoch 57 Batch 970/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.921 Epoch 57 Batch 971/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 0.867 Epoch 57 Batch 972/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 0.875 Epoch 57 Batch 973/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.868 Epoch 57 Batch 974/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.819 Epoch 57 Batch 975/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.234, Loss: 0.845 Epoch 57 Batch 976/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.898 Epoch 57 Batch 977/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.861 Epoch 57 Batch 978/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.909 Epoch 57 Batch 979/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.234, Loss: 0.851 Epoch 57 Batch 980/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.872 Epoch 57 Batch 981/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.889 Epoch 57 Batch 982/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.909 Epoch 57 Batch 983/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.870 Epoch 57 Batch 984/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.831 Epoch 57 Batch 985/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.861 Epoch 57 Batch 986/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.897 Epoch 57 Batch 987/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.886 Epoch 57 Batch 988/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.234, Loss: 0.885 Epoch 57 Batch 989/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.902 Epoch 57 Batch 990/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 0.830 Epoch 57 Batch 991/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.234, Loss: 0.852 Epoch 57 Batch 992/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.864 Epoch 57 Batch 993/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.871 Epoch 57 Batch 994/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.841 Epoch 57 Batch 995/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.924 Epoch 57 Batch 996/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.841 Epoch 57 Batch 997/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.855 Epoch 57 Batch 998/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.862 Epoch 57 Batch 999/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.904 Epoch 57 Batch 1000/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.866 Epoch 57 Batch 1001/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.234, Loss: 0.896 Epoch 57 Batch 1002/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.911 Epoch 57 Batch 1003/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 0.904 Epoch 57 Batch 1004/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.870 Epoch 57 Batch 1005/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.873 Epoch 57 Batch 1006/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.913 Epoch 57 Batch 1007/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.924 Epoch 57 Batch 1008/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.853 Epoch 57 Batch 1009/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.920 Epoch 57 Batch 1010/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.852 Epoch 57 Batch 1011/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.871 Epoch 57 Batch 1012/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.234, Loss: 0.904 Epoch 57 Batch 1013/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.885 Epoch 57 Batch 1014/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.843 Epoch 57 Batch 1015/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.862 Epoch 57 Batch 1016/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.848 Epoch 57 Batch 1017/1077 - Train Accuracy: 0.129, Validation Accuracy: 0.234, Loss: 0.810 Epoch 57 Batch 1018/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.859 Epoch 57 Batch 1019/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.828 Epoch 57 Batch 1020/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.871 Epoch 57 Batch 1021/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.865 Epoch 57 Batch 1022/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.883 Epoch 57 Batch 1023/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.234, Loss: 0.858 Epoch 57 Batch 1024/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.869 Epoch 57 Batch 1025/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.842 Epoch 57 Batch 1026/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.884 Epoch 57 Batch 1027/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.234, Loss: 0.906 Epoch 57 Batch 1028/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.789 Epoch 57 Batch 1029/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.862 Epoch 57 Batch 1030/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.873 Epoch 57 Batch 1031/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.897 Epoch 57 Batch 1032/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.923 Epoch 57 Batch 1033/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.868 Epoch 57 Batch 1034/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.929 Epoch 57 Batch 1035/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.880 Epoch 57 Batch 1036/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.964 Epoch 57 Batch 1037/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.852 Epoch 57 Batch 1038/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.864 Epoch 57 Batch 1039/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.800 Epoch 57 Batch 1040/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.828 Epoch 57 Batch 1041/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.861 Epoch 57 Batch 1042/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.884 Epoch 57 Batch 1043/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.886 Epoch 57 Batch 1044/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.880 Epoch 57 Batch 1045/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.875 Epoch 57 Batch 1046/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 0.816 Epoch 57 Batch 1047/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.893 Epoch 57 Batch 1048/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.856 Epoch 57 Batch 1049/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.843 Epoch 57 Batch 1050/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.886 Epoch 57 Batch 1051/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.935 Epoch 57 Batch 1052/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.869 Epoch 57 Batch 1053/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.864 Epoch 57 Batch 1054/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.874 Epoch 57 Batch 1055/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.866 Epoch 57 Batch 1056/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.920 Epoch 57 Batch 1057/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.808 Epoch 57 Batch 1058/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.863 Epoch 57 Batch 1059/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.234, Loss: 0.944 Epoch 57 Batch 1060/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.880 Epoch 57 Batch 1061/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.901 Epoch 57 Batch 1062/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.845 Epoch 57 Batch 1063/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.906 Epoch 57 Batch 1064/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.837 Epoch 57 Batch 1065/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.885 Epoch 57 Batch 1066/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.892 Epoch 57 Batch 1067/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.866 Epoch 57 Batch 1068/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.833 Epoch 57 Batch 1069/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.914 Epoch 57 Batch 1070/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.920 Epoch 57 Batch 1071/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.884 Epoch 57 Batch 1072/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.908 Epoch 57 Batch 1073/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.905 Epoch 57 Batch 1074/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.901 Epoch 57 Batch 1075/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.792 Epoch 58 Batch 0/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.883 Epoch 58 Batch 1/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.911 Epoch 58 Batch 2/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.801 Epoch 58 Batch 3/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.902 Epoch 58 Batch 4/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.896 Epoch 58 Batch 5/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.882 Epoch 58 Batch 6/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.844 Epoch 58 Batch 7/1077 - Train Accuracy: 0.145, Validation Accuracy: 0.234, Loss: 0.896 Epoch 58 Batch 8/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.864 Epoch 58 Batch 9/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.845 Epoch 58 Batch 10/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.839 Epoch 58 Batch 11/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.950 Epoch 58 Batch 12/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.897 Epoch 58 Batch 13/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 0.884 Epoch 58 Batch 14/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.861 Epoch 58 Batch 15/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.886 Epoch 58 Batch 16/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.937 Epoch 58 Batch 17/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.853 Epoch 58 Batch 18/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.837 Epoch 58 Batch 19/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.890 Epoch 58 Batch 20/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.851 Epoch 58 Batch 21/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.948 Epoch 58 Batch 22/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.880 Epoch 58 Batch 23/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.906 Epoch 58 Batch 24/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.887 Epoch 58 Batch 25/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.911 Epoch 58 Batch 26/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.873 Epoch 58 Batch 27/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.882 Epoch 58 Batch 28/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.882 Epoch 58 Batch 29/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.920 Epoch 58 Batch 30/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.912 Epoch 58 Batch 31/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.887 Epoch 58 Batch 32/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.907 Epoch 58 Batch 33/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.903 Epoch 58 Batch 34/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.840 Epoch 58 Batch 35/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.873 Epoch 58 Batch 36/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.906 Epoch 58 Batch 37/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.883 Epoch 58 Batch 38/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.234, Loss: 0.900 Epoch 58 Batch 39/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.899 Epoch 58 Batch 40/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.880 Epoch 58 Batch 41/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.891 Epoch 58 Batch 42/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.869 Epoch 58 Batch 43/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.234, Loss: 0.873 Epoch 58 Batch 44/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.857 Epoch 58 Batch 45/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.857 Epoch 58 Batch 46/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.234, Loss: 0.886 Epoch 58 Batch 47/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.901 Epoch 58 Batch 48/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.856 Epoch 58 Batch 49/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.234, Loss: 0.937 Epoch 58 Batch 50/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.815 Epoch 58 Batch 51/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.902 Epoch 58 Batch 52/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.907 Epoch 58 Batch 53/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.234, Loss: 0.836 Epoch 58 Batch 54/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.860 Epoch 58 Batch 55/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.820 Epoch 58 Batch 56/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.888 Epoch 58 Batch 57/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.234, Loss: 0.932 Epoch 58 Batch 58/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.838 Epoch 58 Batch 59/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.896 Epoch 58 Batch 60/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.868 Epoch 58 Batch 61/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.847 Epoch 58 Batch 62/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.882 Epoch 58 Batch 63/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.878 Epoch 58 Batch 64/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.822 Epoch 58 Batch 65/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.852 Epoch 58 Batch 66/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.234, Loss: 0.855 Epoch 58 Batch 67/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.868 Epoch 58 Batch 68/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.865 Epoch 58 Batch 69/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.909 Epoch 58 Batch 70/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.874 Epoch 58 Batch 71/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.839 Epoch 58 Batch 72/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.956 Epoch 58 Batch 73/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.809 Epoch 58 Batch 74/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.879 Epoch 58 Batch 75/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.921 Epoch 58 Batch 76/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.871 Epoch 58 Batch 77/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.921 Epoch 58 Batch 78/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.831 Epoch 58 Batch 79/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.962 Epoch 58 Batch 80/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.872 Epoch 58 Batch 81/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.234, Loss: 0.901 Epoch 58 Batch 82/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.234, Loss: 0.868 Epoch 58 Batch 83/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.894 Epoch 58 Batch 84/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.881 Epoch 58 Batch 85/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.876 Epoch 58 Batch 86/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.883 Epoch 58 Batch 87/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.895 Epoch 58 Batch 88/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.836 Epoch 58 Batch 89/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.866 Epoch 58 Batch 90/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.856 Epoch 58 Batch 91/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.848 Epoch 58 Batch 92/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.837 Epoch 58 Batch 93/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.876 Epoch 58 Batch 94/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.865 Epoch 58 Batch 95/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.878 Epoch 58 Batch 96/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.890 Epoch 58 Batch 97/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.872 Epoch 58 Batch 98/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.872 Epoch 58 Batch 99/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.882 Epoch 58 Batch 100/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.917 Epoch 58 Batch 101/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.914 Epoch 58 Batch 102/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.882 Epoch 58 Batch 103/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.842 Epoch 58 Batch 104/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.233, Loss: 0.906 Epoch 58 Batch 105/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.854 Epoch 58 Batch 106/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.234, Loss: 0.933 Epoch 58 Batch 107/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 0.823 Epoch 58 Batch 108/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.234, Loss: 0.990 Epoch 58 Batch 109/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.876 Epoch 58 Batch 110/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.871 Epoch 58 Batch 111/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.886 Epoch 58 Batch 112/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.938 Epoch 58 Batch 113/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.888 Epoch 58 Batch 114/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.893 Epoch 58 Batch 115/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.909 Epoch 58 Batch 116/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.825 Epoch 58 Batch 117/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.930 Epoch 58 Batch 118/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.861 Epoch 58 Batch 119/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.854 Epoch 58 Batch 120/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.850 Epoch 58 Batch 121/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.859 Epoch 58 Batch 122/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.855 Epoch 58 Batch 123/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.862 Epoch 58 Batch 124/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.911 Epoch 58 Batch 125/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.926 Epoch 58 Batch 126/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.903 Epoch 58 Batch 127/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.864 Epoch 58 Batch 128/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.961 Epoch 58 Batch 129/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.890 Epoch 58 Batch 130/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.861 Epoch 58 Batch 131/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.890 Epoch 58 Batch 132/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.857 Epoch 58 Batch 133/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.854 Epoch 58 Batch 134/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.842 Epoch 58 Batch 135/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 0.900 Epoch 58 Batch 136/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.846 Epoch 58 Batch 137/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.891 Epoch 58 Batch 138/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.876 Epoch 58 Batch 139/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.807 Epoch 58 Batch 140/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.234, Loss: 0.881 Epoch 58 Batch 141/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.843 Epoch 58 Batch 142/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.861 Epoch 58 Batch 143/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.834 Epoch 58 Batch 144/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.858 Epoch 58 Batch 145/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.833 Epoch 58 Batch 146/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.925 Epoch 58 Batch 147/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.852 Epoch 58 Batch 148/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.875 Epoch 58 Batch 149/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.871 Epoch 58 Batch 150/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.928 Epoch 58 Batch 151/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.883 Epoch 58 Batch 152/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.876 Epoch 58 Batch 153/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.860 Epoch 58 Batch 154/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.907 Epoch 58 Batch 155/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.858 Epoch 58 Batch 156/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.923 Epoch 58 Batch 157/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.906 Epoch 58 Batch 158/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.835 Epoch 58 Batch 159/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.891 Epoch 58 Batch 160/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.851 Epoch 58 Batch 161/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.906 Epoch 58 Batch 162/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.884 Epoch 58 Batch 163/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.866 Epoch 58 Batch 164/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.925 Epoch 58 Batch 165/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.928 Epoch 58 Batch 166/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.860 Epoch 58 Batch 167/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.809 Epoch 58 Batch 168/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.842 Epoch 58 Batch 169/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.836 Epoch 58 Batch 170/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.880 Epoch 58 Batch 171/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.233, Loss: 0.861 Epoch 58 Batch 172/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.854 Epoch 58 Batch 173/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.233, Loss: 0.885 Epoch 58 Batch 174/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.845 Epoch 58 Batch 175/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.882 Epoch 58 Batch 176/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.880 Epoch 58 Batch 177/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.859 Epoch 58 Batch 178/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.870 Epoch 58 Batch 179/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.233, Loss: 0.882 Epoch 58 Batch 180/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.896 Epoch 58 Batch 181/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.882 Epoch 58 Batch 182/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.833 Epoch 58 Batch 183/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.850 Epoch 58 Batch 184/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.874 Epoch 58 Batch 185/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.859 Epoch 58 Batch 186/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.932 Epoch 58 Batch 187/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.843 Epoch 58 Batch 188/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.828 Epoch 58 Batch 189/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.905 Epoch 58 Batch 190/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.862 Epoch 58 Batch 191/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.233, Loss: 0.895 Epoch 58 Batch 192/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.888 Epoch 58 Batch 193/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.905 Epoch 58 Batch 194/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.889 Epoch 58 Batch 195/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.873 Epoch 58 Batch 196/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.838 Epoch 58 Batch 197/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.794 Epoch 58 Batch 198/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.836 Epoch 58 Batch 199/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.928 Epoch 58 Batch 200/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.818 Epoch 58 Batch 201/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.825 Epoch 58 Batch 202/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.839 Epoch 58 Batch 203/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.895 Epoch 58 Batch 204/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.232, Loss: 0.963 Epoch 58 Batch 205/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.903 Epoch 58 Batch 206/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.850 Epoch 58 Batch 207/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.867 Epoch 58 Batch 208/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.843 Epoch 58 Batch 209/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.878 Epoch 58 Batch 210/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.924 Epoch 58 Batch 211/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.868 Epoch 58 Batch 212/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.860 Epoch 58 Batch 213/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.872 Epoch 58 Batch 214/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.867 Epoch 58 Batch 215/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.861 Epoch 58 Batch 216/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.894 Epoch 58 Batch 217/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.881 Epoch 58 Batch 218/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.232, Loss: 0.930 Epoch 58 Batch 219/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.890 Epoch 58 Batch 220/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.883 Epoch 58 Batch 221/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.883 Epoch 58 Batch 222/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.842 Epoch 58 Batch 223/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.891 Epoch 58 Batch 224/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.898 Epoch 58 Batch 225/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.849 Epoch 58 Batch 226/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.844 Epoch 58 Batch 227/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.898 Epoch 58 Batch 228/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.861 Epoch 58 Batch 229/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.888 Epoch 58 Batch 230/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.859 Epoch 58 Batch 231/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.899 Epoch 58 Batch 232/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.972 Epoch 58 Batch 233/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.857 Epoch 58 Batch 234/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.821 Epoch 58 Batch 235/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.865 Epoch 58 Batch 236/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.893 Epoch 58 Batch 237/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.829 Epoch 58 Batch 238/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.859 Epoch 58 Batch 239/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.867 Epoch 58 Batch 240/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.855 Epoch 58 Batch 241/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.848 Epoch 58 Batch 242/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.852 Epoch 58 Batch 243/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.906 Epoch 58 Batch 244/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.233, Loss: 0.914 Epoch 58 Batch 245/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.820 Epoch 58 Batch 246/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.918 Epoch 58 Batch 247/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.930 Epoch 58 Batch 248/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.862 Epoch 58 Batch 249/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.891 Epoch 58 Batch 250/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.233, Loss: 0.782 Epoch 58 Batch 251/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.892 Epoch 58 Batch 252/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.840 Epoch 58 Batch 253/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.233, Loss: 0.876 Epoch 58 Batch 254/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.896 Epoch 58 Batch 255/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.852 Epoch 58 Batch 256/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.929 Epoch 58 Batch 257/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.868 Epoch 58 Batch 258/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.865 Epoch 58 Batch 259/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.832 Epoch 58 Batch 260/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.886 Epoch 58 Batch 261/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.860 Epoch 58 Batch 262/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.892 Epoch 58 Batch 263/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.922 Epoch 58 Batch 264/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.859 Epoch 58 Batch 265/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.934 Epoch 58 Batch 266/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.847 Epoch 58 Batch 267/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.233, Loss: 0.956 Epoch 58 Batch 268/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.831 Epoch 58 Batch 269/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.929 Epoch 58 Batch 270/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.929 Epoch 58 Batch 271/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.876 Epoch 58 Batch 272/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.866 Epoch 58 Batch 273/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.890 Epoch 58 Batch 274/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.811 Epoch 58 Batch 275/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.919 Epoch 58 Batch 276/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.835 Epoch 58 Batch 277/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.874 Epoch 58 Batch 278/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.826 Epoch 58 Batch 279/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.875 Epoch 58 Batch 280/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.900 Epoch 58 Batch 281/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.823 Epoch 58 Batch 282/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.863 Epoch 58 Batch 283/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.914 Epoch 58 Batch 284/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.832 Epoch 58 Batch 285/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.845 Epoch 58 Batch 286/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.896 Epoch 58 Batch 287/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.891 Epoch 58 Batch 288/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.887 Epoch 58 Batch 289/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.859 Epoch 58 Batch 290/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.870 Epoch 58 Batch 291/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.234, Loss: 0.883 Epoch 58 Batch 292/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.861 Epoch 58 Batch 293/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.234, Loss: 0.972 Epoch 58 Batch 294/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.233, Loss: 0.866 Epoch 58 Batch 295/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.812 Epoch 58 Batch 296/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.883 Epoch 58 Batch 297/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.861 Epoch 58 Batch 298/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.897 Epoch 58 Batch 299/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.940 Epoch 58 Batch 300/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.234, Loss: 0.893 Epoch 58 Batch 301/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.906 Epoch 58 Batch 302/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.908 Epoch 58 Batch 303/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.234, Loss: 0.871 Epoch 58 Batch 304/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.234, Loss: 0.898 Epoch 58 Batch 305/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.851 Epoch 58 Batch 306/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.921 Epoch 58 Batch 307/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.780 Epoch 58 Batch 308/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.913 Epoch 58 Batch 309/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.861 Epoch 58 Batch 310/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.866 Epoch 58 Batch 311/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.233, Loss: 0.851 Epoch 58 Batch 312/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.930 Epoch 58 Batch 313/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.834 Epoch 58 Batch 314/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.865 Epoch 58 Batch 315/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.900 Epoch 58 Batch 316/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.885 Epoch 58 Batch 317/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 0.911 Epoch 58 Batch 318/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.850 Epoch 58 Batch 319/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.880 Epoch 58 Batch 320/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.849 Epoch 58 Batch 321/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.879 Epoch 58 Batch 322/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.234, Loss: 0.938 Epoch 58 Batch 323/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.864 Epoch 58 Batch 324/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.893 Epoch 58 Batch 325/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.870 Epoch 58 Batch 326/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.828 Epoch 58 Batch 327/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.887 Epoch 58 Batch 328/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.873 Epoch 58 Batch 329/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.841 Epoch 58 Batch 330/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.890 Epoch 58 Batch 331/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.821 Epoch 58 Batch 332/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.934 Epoch 58 Batch 333/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.863 Epoch 58 Batch 334/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.869 Epoch 58 Batch 335/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.902 Epoch 58 Batch 336/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.838 Epoch 58 Batch 337/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.921 Epoch 58 Batch 338/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.870 Epoch 58 Batch 339/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.865 Epoch 58 Batch 340/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.835 Epoch 58 Batch 341/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.856 Epoch 58 Batch 342/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.873 Epoch 58 Batch 343/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.888 Epoch 58 Batch 344/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.931 Epoch 58 Batch 345/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.858 Epoch 58 Batch 346/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.889 Epoch 58 Batch 347/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.949 Epoch 58 Batch 348/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.856 Epoch 58 Batch 349/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.896 Epoch 58 Batch 350/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.841 Epoch 58 Batch 351/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.882 Epoch 58 Batch 352/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.862 Epoch 58 Batch 353/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.863 Epoch 58 Batch 354/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.870 Epoch 58 Batch 355/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.882 Epoch 58 Batch 356/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.844 Epoch 58 Batch 357/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.895 Epoch 58 Batch 358/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.820 Epoch 58 Batch 359/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.859 Epoch 58 Batch 360/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.874 Epoch 58 Batch 361/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.806 Epoch 58 Batch 362/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.826 Epoch 58 Batch 363/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.865 Epoch 58 Batch 364/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.918 Epoch 58 Batch 365/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.863 Epoch 58 Batch 366/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.883 Epoch 58 Batch 367/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.869 Epoch 58 Batch 368/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.849 Epoch 58 Batch 369/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.884 Epoch 58 Batch 370/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.877 Epoch 58 Batch 371/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.843 Epoch 58 Batch 372/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.855 Epoch 58 Batch 373/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.849 Epoch 58 Batch 374/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.894 Epoch 58 Batch 375/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.234, Loss: 0.884 Epoch 58 Batch 376/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.234, Loss: 0.925 Epoch 58 Batch 377/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.881 Epoch 58 Batch 378/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.881 Epoch 58 Batch 379/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.944 Epoch 58 Batch 380/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.816 Epoch 58 Batch 381/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.872 Epoch 58 Batch 382/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.901 Epoch 58 Batch 383/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.234, Loss: 0.852 Epoch 58 Batch 384/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.847 Epoch 58 Batch 385/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.897 Epoch 58 Batch 386/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.863 Epoch 58 Batch 387/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.873 Epoch 58 Batch 388/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.234, Loss: 0.836 Epoch 58 Batch 389/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.905 Epoch 58 Batch 390/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.933 Epoch 58 Batch 391/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.234, Loss: 0.915 Epoch 58 Batch 392/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.865 Epoch 58 Batch 393/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.864 Epoch 58 Batch 394/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.932 Epoch 58 Batch 395/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.868 Epoch 58 Batch 396/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.886 Epoch 58 Batch 397/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.893 Epoch 58 Batch 398/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.903 Epoch 58 Batch 399/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.824 Epoch 58 Batch 400/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.889 Epoch 58 Batch 401/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.882 Epoch 58 Batch 402/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.886 Epoch 58 Batch 403/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.871 Epoch 58 Batch 404/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.869 Epoch 58 Batch 405/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.820 Epoch 58 Batch 406/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.234, Loss: 0.878 Epoch 58 Batch 407/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.888 Epoch 58 Batch 408/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.827 Epoch 58 Batch 409/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.803 Epoch 58 Batch 410/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.234, Loss: 0.815 Epoch 58 Batch 411/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.884 Epoch 58 Batch 412/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.890 Epoch 58 Batch 413/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.849 Epoch 58 Batch 414/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.898 Epoch 58 Batch 415/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.884 Epoch 58 Batch 416/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.792 Epoch 58 Batch 417/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.856 Epoch 58 Batch 418/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.918 Epoch 58 Batch 419/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.924 Epoch 58 Batch 420/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.838 Epoch 58 Batch 421/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.849 Epoch 58 Batch 422/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 0.920 Epoch 58 Batch 423/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 0.834 Epoch 58 Batch 424/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 0.865 Epoch 58 Batch 425/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 0.939 Epoch 58 Batch 426/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 0.902 Epoch 58 Batch 427/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 0.828 Epoch 58 Batch 428/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.235, Loss: 0.833 Epoch 58 Batch 429/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 0.827 Epoch 58 Batch 430/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 0.868 Epoch 58 Batch 431/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.862 Epoch 58 Batch 432/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.852 Epoch 58 Batch 433/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.936 Epoch 58 Batch 434/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.914 Epoch 58 Batch 435/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.870 Epoch 58 Batch 436/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.877 Epoch 58 Batch 437/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.811 Epoch 58 Batch 438/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.836 Epoch 58 Batch 439/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.840 Epoch 58 Batch 440/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.904 Epoch 58 Batch 441/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.853 Epoch 58 Batch 442/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.872 Epoch 58 Batch 443/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 0.872 Epoch 58 Batch 444/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.893 Epoch 58 Batch 445/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.948 Epoch 58 Batch 446/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.881 Epoch 58 Batch 447/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.826 Epoch 58 Batch 448/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.905 Epoch 58 Batch 449/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.845 Epoch 58 Batch 450/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.894 Epoch 58 Batch 451/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.827 Epoch 58 Batch 452/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.848 Epoch 58 Batch 453/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.854 Epoch 58 Batch 454/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.869 Epoch 58 Batch 455/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.234, Loss: 0.878 Epoch 58 Batch 456/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.845 Epoch 58 Batch 457/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.860 Epoch 58 Batch 458/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.882 Epoch 58 Batch 459/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.882 Epoch 58 Batch 460/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 0.869 Epoch 58 Batch 461/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 0.926 Epoch 58 Batch 462/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 0.837 Epoch 58 Batch 463/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 0.893 Epoch 58 Batch 464/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.235, Loss: 0.909 Epoch 58 Batch 465/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.235, Loss: 0.824 Epoch 58 Batch 466/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 0.921 Epoch 58 Batch 467/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.235, Loss: 0.875 Epoch 58 Batch 468/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 0.837 Epoch 58 Batch 469/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 0.853 Epoch 58 Batch 470/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.235, Loss: 0.896 Epoch 58 Batch 471/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 0.898 Epoch 58 Batch 472/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.235, Loss: 0.901 Epoch 58 Batch 473/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 0.841 Epoch 58 Batch 474/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 0.874 Epoch 58 Batch 475/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.235, Loss: 0.865 Epoch 58 Batch 476/1077 - Train Accuracy: 0.126, Validation Accuracy: 0.235, Loss: 0.891 Epoch 58 Batch 477/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.235, Loss: 0.855 Epoch 58 Batch 478/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.235, Loss: 0.877 Epoch 58 Batch 479/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 0.882 Epoch 58 Batch 480/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.235, Loss: 0.879 Epoch 58 Batch 481/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.830 Epoch 58 Batch 482/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.889 Epoch 58 Batch 483/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.752 Epoch 58 Batch 484/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.903 Epoch 58 Batch 485/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.893 Epoch 58 Batch 486/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.857 Epoch 58 Batch 487/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.875 Epoch 58 Batch 488/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.871 Epoch 58 Batch 489/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.834 Epoch 58 Batch 490/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.878 Epoch 58 Batch 491/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.838 Epoch 58 Batch 492/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.857 Epoch 58 Batch 493/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.888 Epoch 58 Batch 494/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.943 Epoch 58 Batch 495/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.849 Epoch 58 Batch 496/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.804 Epoch 58 Batch 497/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.832 Epoch 58 Batch 498/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.834 Epoch 58 Batch 499/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.854 Epoch 58 Batch 500/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.910 Epoch 58 Batch 501/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.899 Epoch 58 Batch 502/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.938 Epoch 58 Batch 503/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.856 Epoch 58 Batch 504/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.878 Epoch 58 Batch 505/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.915 Epoch 58 Batch 506/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.836 Epoch 58 Batch 507/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 0.845 Epoch 58 Batch 508/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.852 Epoch 58 Batch 509/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.886 Epoch 58 Batch 510/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.884 Epoch 58 Batch 511/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.837 Epoch 58 Batch 512/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.811 Epoch 58 Batch 513/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.914 Epoch 58 Batch 514/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.875 Epoch 58 Batch 515/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.872 Epoch 58 Batch 516/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.860 Epoch 58 Batch 517/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.874 Epoch 58 Batch 518/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.857 Epoch 58 Batch 519/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.859 Epoch 58 Batch 520/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.863 Epoch 58 Batch 521/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.917 Epoch 58 Batch 522/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.862 Epoch 58 Batch 523/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.893 Epoch 58 Batch 524/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.943 Epoch 58 Batch 525/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.928 Epoch 58 Batch 526/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.765 Epoch 58 Batch 527/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 0.869 Epoch 58 Batch 528/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.909 Epoch 58 Batch 529/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.862 Epoch 58 Batch 530/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.891 Epoch 58 Batch 531/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.954 Epoch 58 Batch 532/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.889 Epoch 58 Batch 533/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.867 Epoch 58 Batch 534/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.810 Epoch 58 Batch 535/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.827 Epoch 58 Batch 536/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.903 Epoch 58 Batch 537/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.878 Epoch 58 Batch 538/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.929 Epoch 58 Batch 539/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.824 Epoch 58 Batch 540/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.867 Epoch 58 Batch 541/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.863 Epoch 58 Batch 542/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.886 Epoch 58 Batch 543/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.884 Epoch 58 Batch 544/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.867 Epoch 58 Batch 545/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.849 Epoch 58 Batch 546/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.946 Epoch 58 Batch 547/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.816 Epoch 58 Batch 548/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.866 Epoch 58 Batch 549/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.884 Epoch 58 Batch 550/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.845 Epoch 58 Batch 551/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.919 Epoch 58 Batch 552/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.863 Epoch 58 Batch 553/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.944 Epoch 58 Batch 554/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.902 Epoch 58 Batch 555/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.890 Epoch 58 Batch 556/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.855 Epoch 58 Batch 557/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.874 Epoch 58 Batch 558/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.856 Epoch 58 Batch 559/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.877 Epoch 58 Batch 560/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.893 Epoch 58 Batch 561/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.865 Epoch 58 Batch 562/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.864 Epoch 58 Batch 563/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.828 Epoch 58 Batch 564/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 0.917 Epoch 58 Batch 565/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 0.873 Epoch 58 Batch 566/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 0.864 Epoch 58 Batch 567/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 0.886 Epoch 58 Batch 568/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.853 Epoch 58 Batch 569/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.909 Epoch 58 Batch 570/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 0.917 Epoch 58 Batch 571/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.899 Epoch 58 Batch 572/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.924 Epoch 58 Batch 573/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 0.892 Epoch 58 Batch 574/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.235, Loss: 0.864 Epoch 58 Batch 575/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.235, Loss: 0.872 Epoch 58 Batch 576/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.235, Loss: 0.852 Epoch 58 Batch 577/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.235, Loss: 0.920 Epoch 58 Batch 578/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 0.871 Epoch 58 Batch 579/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 0.896 Epoch 58 Batch 580/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.835 Epoch 58 Batch 581/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.889 Epoch 58 Batch 582/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.807 Epoch 58 Batch 583/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.879 Epoch 58 Batch 584/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.875 Epoch 58 Batch 585/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.912 Epoch 58 Batch 586/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.895 Epoch 58 Batch 587/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.861 Epoch 58 Batch 588/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.880 Epoch 58 Batch 589/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.831 Epoch 58 Batch 590/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.929 Epoch 58 Batch 591/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.234, Loss: 0.897 Epoch 58 Batch 592/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.937 Epoch 58 Batch 593/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.922 Epoch 58 Batch 594/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.929 Epoch 58 Batch 595/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.863 Epoch 58 Batch 596/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.890 Epoch 58 Batch 597/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.930 Epoch 58 Batch 598/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.863 Epoch 58 Batch 599/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 0.904 Epoch 58 Batch 600/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.235, Loss: 0.883 Epoch 58 Batch 601/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 0.878 Epoch 58 Batch 602/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 0.886 Epoch 58 Batch 603/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.235, Loss: 0.847 Epoch 58 Batch 604/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.235, Loss: 0.885 Epoch 58 Batch 605/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.957 Epoch 58 Batch 606/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.867 Epoch 58 Batch 607/1077 - Train Accuracy: 0.241, Validation Accuracy: 0.235, Loss: 0.887 Epoch 58 Batch 608/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 0.857 Epoch 58 Batch 609/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.918 Epoch 58 Batch 610/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.235, Loss: 0.870 Epoch 58 Batch 611/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.839 Epoch 58 Batch 612/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.858 Epoch 58 Batch 613/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.821 Epoch 58 Batch 614/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.776 Epoch 58 Batch 615/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.876 Epoch 58 Batch 616/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.841 Epoch 58 Batch 617/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.864 Epoch 58 Batch 618/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.879 Epoch 58 Batch 619/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.234, Loss: 0.891 Epoch 58 Batch 620/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.870 Epoch 58 Batch 621/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.901 Epoch 58 Batch 622/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.234, Loss: 0.866 Epoch 58 Batch 623/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.869 Epoch 58 Batch 624/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.874 Epoch 58 Batch 625/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.875 Epoch 58 Batch 626/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.234, Loss: 0.834 Epoch 58 Batch 627/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.839 Epoch 58 Batch 628/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.805 Epoch 58 Batch 629/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.862 Epoch 58 Batch 630/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.849 Epoch 58 Batch 631/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.842 Epoch 58 Batch 632/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.911 Epoch 58 Batch 633/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.823 Epoch 58 Batch 634/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.893 Epoch 58 Batch 635/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.233, Loss: 0.848 Epoch 58 Batch 636/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.920 Epoch 58 Batch 637/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.872 Epoch 58 Batch 638/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.853 Epoch 58 Batch 639/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.817 Epoch 58 Batch 640/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.913 Epoch 58 Batch 641/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.880 Epoch 58 Batch 642/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.804 Epoch 58 Batch 643/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.937 Epoch 58 Batch 644/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.867 Epoch 58 Batch 645/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.830 Epoch 58 Batch 646/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.851 Epoch 58 Batch 647/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.872 Epoch 58 Batch 648/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.866 Epoch 58 Batch 649/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.850 Epoch 58 Batch 650/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.837 Epoch 58 Batch 651/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.869 Epoch 58 Batch 652/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.234, Loss: 0.907 Epoch 58 Batch 653/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 0.893 Epoch 58 Batch 654/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 0.946 Epoch 58 Batch 655/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 0.931 Epoch 58 Batch 656/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 0.850 Epoch 58 Batch 657/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.235, Loss: 0.899 Epoch 58 Batch 658/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.235, Loss: 0.815 Epoch 58 Batch 659/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 0.894 Epoch 58 Batch 660/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 0.891 Epoch 58 Batch 661/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.235, Loss: 0.898 Epoch 58 Batch 662/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.235, Loss: 0.857 Epoch 58 Batch 663/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.859 Epoch 58 Batch 664/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.878 Epoch 58 Batch 665/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.825 Epoch 58 Batch 666/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.802 Epoch 58 Batch 667/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.869 Epoch 58 Batch 668/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.819 Epoch 58 Batch 669/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.877 Epoch 58 Batch 670/1077 - Train Accuracy: 0.238, Validation Accuracy: 0.234, Loss: 0.854 Epoch 58 Batch 671/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.951 Epoch 58 Batch 672/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.857 Epoch 58 Batch 673/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.820 Epoch 58 Batch 674/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.852 Epoch 58 Batch 675/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.910 Epoch 58 Batch 676/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.849 Epoch 58 Batch 677/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.888 Epoch 58 Batch 678/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.901 Epoch 58 Batch 679/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.909 Epoch 58 Batch 680/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.891 Epoch 58 Batch 681/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.892 Epoch 58 Batch 682/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.233, Loss: 0.876 Epoch 58 Batch 683/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.797 Epoch 58 Batch 684/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.861 Epoch 58 Batch 685/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.879 Epoch 58 Batch 686/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 0.877 Epoch 58 Batch 687/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.916 Epoch 58 Batch 688/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.888 Epoch 58 Batch 689/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.919 Epoch 58 Batch 690/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.914 Epoch 58 Batch 691/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.890 Epoch 58 Batch 692/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.952 Epoch 58 Batch 693/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.235, Loss: 0.892 Epoch 58 Batch 694/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 0.851 Epoch 58 Batch 695/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 0.926 Epoch 58 Batch 696/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.235, Loss: 0.889 Epoch 58 Batch 697/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.875 Epoch 58 Batch 698/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.834 Epoch 58 Batch 699/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.234, Loss: 0.863 Epoch 58 Batch 700/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.885 Epoch 58 Batch 701/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.870 Epoch 58 Batch 702/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.814 Epoch 58 Batch 703/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.849 Epoch 58 Batch 704/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.848 Epoch 58 Batch 705/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.858 Epoch 58 Batch 706/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.917 Epoch 58 Batch 707/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.919 Epoch 58 Batch 708/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 0.895 Epoch 58 Batch 709/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 0.922 Epoch 58 Batch 710/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.235, Loss: 0.835 Epoch 58 Batch 711/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.235, Loss: 0.902 Epoch 58 Batch 712/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.870 Epoch 58 Batch 713/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.234, Loss: 0.880 Epoch 58 Batch 714/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.234, Loss: 0.886 Epoch 58 Batch 715/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.906 Epoch 58 Batch 716/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.862 Epoch 58 Batch 717/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.792 Epoch 58 Batch 718/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.873 Epoch 58 Batch 719/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.866 Epoch 58 Batch 720/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 0.898 Epoch 58 Batch 721/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.820 Epoch 58 Batch 722/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.905 Epoch 58 Batch 723/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.855 Epoch 58 Batch 724/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.938 Epoch 58 Batch 725/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 0.833 Epoch 58 Batch 726/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.916 Epoch 58 Batch 727/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.827 Epoch 58 Batch 728/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.878 Epoch 58 Batch 729/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.938 Epoch 58 Batch 730/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.891 Epoch 58 Batch 731/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.844 Epoch 58 Batch 732/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.856 Epoch 58 Batch 733/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.886 Epoch 58 Batch 734/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.886 Epoch 58 Batch 735/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.835 Epoch 58 Batch 736/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.900 Epoch 58 Batch 737/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.815 Epoch 58 Batch 738/1077 - Train Accuracy: 0.294, Validation Accuracy: 0.234, Loss: 0.843 Epoch 58 Batch 739/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.896 Epoch 58 Batch 740/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.867 Epoch 58 Batch 741/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.862 Epoch 58 Batch 742/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.914 Epoch 58 Batch 743/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.863 Epoch 58 Batch 744/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.864 Epoch 58 Batch 745/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.886 Epoch 58 Batch 746/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.835 Epoch 58 Batch 747/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.831 Epoch 58 Batch 748/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.808 Epoch 58 Batch 749/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.868 Epoch 58 Batch 750/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.915 Epoch 58 Batch 751/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.906 Epoch 58 Batch 752/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.859 Epoch 58 Batch 753/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.868 Epoch 58 Batch 754/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.900 Epoch 58 Batch 755/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.901 Epoch 58 Batch 756/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.828 Epoch 58 Batch 757/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.898 Epoch 58 Batch 758/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.865 Epoch 58 Batch 759/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.854 Epoch 58 Batch 760/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.855 Epoch 58 Batch 761/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.845 Epoch 58 Batch 762/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.830 Epoch 58 Batch 763/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.856 Epoch 58 Batch 764/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.867 Epoch 58 Batch 765/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.854 Epoch 58 Batch 766/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.867 Epoch 58 Batch 767/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.820 Epoch 58 Batch 768/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.836 Epoch 58 Batch 769/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.877 Epoch 58 Batch 770/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.850 Epoch 58 Batch 771/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.890 Epoch 58 Batch 772/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.924 Epoch 58 Batch 773/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.893 Epoch 58 Batch 774/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.803 Epoch 58 Batch 775/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.847 Epoch 58 Batch 776/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.807 Epoch 58 Batch 777/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.811 Epoch 58 Batch 778/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.900 Epoch 58 Batch 779/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.912 Epoch 58 Batch 780/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.901 Epoch 58 Batch 781/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.857 Epoch 58 Batch 782/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.961 Epoch 58 Batch 783/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.887 Epoch 58 Batch 784/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.898 Epoch 58 Batch 785/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.814 Epoch 58 Batch 786/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.882 Epoch 58 Batch 787/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.919 Epoch 58 Batch 788/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 0.881 Epoch 58 Batch 789/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.886 Epoch 58 Batch 790/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.828 Epoch 58 Batch 791/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.964 Epoch 58 Batch 792/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.889 Epoch 58 Batch 793/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.894 Epoch 58 Batch 794/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.878 Epoch 58 Batch 795/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.842 Epoch 58 Batch 796/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.841 Epoch 58 Batch 797/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.861 Epoch 58 Batch 798/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.872 Epoch 58 Batch 799/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.234, Loss: 0.841 Epoch 58 Batch 800/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.849 Epoch 58 Batch 801/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.847 Epoch 58 Batch 802/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.877 Epoch 58 Batch 803/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.887 Epoch 58 Batch 804/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.899 Epoch 58 Batch 805/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.848 Epoch 58 Batch 806/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.234, Loss: 0.868 Epoch 58 Batch 807/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.846 Epoch 58 Batch 808/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.877 Epoch 58 Batch 809/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.909 Epoch 58 Batch 810/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.863 Epoch 58 Batch 811/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.847 Epoch 58 Batch 812/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.908 Epoch 58 Batch 813/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.853 Epoch 58 Batch 814/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.849 Epoch 58 Batch 815/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.234, Loss: 0.882 Epoch 58 Batch 816/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.885 Epoch 58 Batch 817/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.815 Epoch 58 Batch 818/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.875 Epoch 58 Batch 819/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.838 Epoch 58 Batch 820/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.874 Epoch 58 Batch 821/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.874 Epoch 58 Batch 822/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.860 Epoch 58 Batch 823/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.940 Epoch 58 Batch 824/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.871 Epoch 58 Batch 825/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.863 Epoch 58 Batch 826/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.880 Epoch 58 Batch 827/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.856 Epoch 58 Batch 828/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.895 Epoch 58 Batch 829/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.941 Epoch 58 Batch 830/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.822 Epoch 58 Batch 831/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.234, Loss: 0.818 Epoch 58 Batch 832/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.876 Epoch 58 Batch 833/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.891 Epoch 58 Batch 834/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.235, Loss: 0.847 Epoch 58 Batch 835/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.834 Epoch 58 Batch 836/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 0.887 Epoch 58 Batch 837/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.930 Epoch 58 Batch 838/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.849 Epoch 58 Batch 839/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 0.843 Epoch 58 Batch 840/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 0.864 Epoch 58 Batch 841/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 0.851 Epoch 58 Batch 842/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 0.948 Epoch 58 Batch 843/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 0.862 Epoch 58 Batch 844/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.887 Epoch 58 Batch 845/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.871 Epoch 58 Batch 846/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.912 Epoch 58 Batch 847/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.235, Loss: 0.830 Epoch 58 Batch 848/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 0.809 Epoch 58 Batch 849/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 0.938 Epoch 58 Batch 850/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.235, Loss: 0.940 Epoch 58 Batch 851/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 0.927 Epoch 58 Batch 852/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 0.856 Epoch 58 Batch 853/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 0.885 Epoch 58 Batch 854/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 0.901 Epoch 58 Batch 855/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 0.847 Epoch 58 Batch 856/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.235, Loss: 0.849 Epoch 58 Batch 857/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 0.793 Epoch 58 Batch 858/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.235, Loss: 0.826 Epoch 58 Batch 859/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.235, Loss: 0.885 Epoch 58 Batch 860/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.235, Loss: 0.905 Epoch 58 Batch 861/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 0.887 Epoch 58 Batch 862/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 0.919 Epoch 58 Batch 863/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 0.862 Epoch 58 Batch 864/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 0.894 Epoch 58 Batch 865/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.235, Loss: 0.884 Epoch 58 Batch 866/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 0.894 Epoch 58 Batch 867/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 0.903 Epoch 58 Batch 868/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 0.922 Epoch 58 Batch 869/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 0.898 Epoch 58 Batch 870/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.235, Loss: 0.844 Epoch 58 Batch 871/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 0.877 Epoch 58 Batch 872/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.235, Loss: 0.890 Epoch 58 Batch 873/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.235, Loss: 0.850 Epoch 58 Batch 874/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 0.855 Epoch 58 Batch 875/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 0.842 Epoch 58 Batch 876/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.235, Loss: 0.877 Epoch 58 Batch 877/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.235, Loss: 0.950 Epoch 58 Batch 878/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.235, Loss: 0.798 Epoch 58 Batch 879/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.235, Loss: 0.867 Epoch 58 Batch 880/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.856 Epoch 58 Batch 881/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.832 Epoch 58 Batch 882/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.855 Epoch 58 Batch 883/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.234, Loss: 0.892 Epoch 58 Batch 884/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.910 Epoch 58 Batch 885/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.234, Loss: 0.852 Epoch 58 Batch 886/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.947 Epoch 58 Batch 887/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.895 Epoch 58 Batch 888/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.874 Epoch 58 Batch 889/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.923 Epoch 58 Batch 890/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.234, Loss: 0.927 Epoch 58 Batch 891/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.818 Epoch 58 Batch 892/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.962 Epoch 58 Batch 893/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.914 Epoch 58 Batch 894/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.852 Epoch 58 Batch 895/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.838 Epoch 58 Batch 896/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.909 Epoch 58 Batch 897/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.863 Epoch 58 Batch 898/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.907 Epoch 58 Batch 899/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.914 Epoch 58 Batch 900/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.869 Epoch 58 Batch 901/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.887 Epoch 58 Batch 902/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.849 Epoch 58 Batch 903/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.887 Epoch 58 Batch 904/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.829 Epoch 58 Batch 905/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.940 Epoch 58 Batch 906/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.870 Epoch 58 Batch 907/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.872 Epoch 58 Batch 908/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.949 Epoch 58 Batch 909/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.893 Epoch 58 Batch 910/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.858 Epoch 58 Batch 911/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.233, Loss: 0.881 Epoch 58 Batch 912/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.863 Epoch 58 Batch 913/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.849 Epoch 58 Batch 914/1077 - Train Accuracy: 0.306, Validation Accuracy: 0.233, Loss: 0.892 Epoch 58 Batch 915/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.847 Epoch 58 Batch 916/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.923 Epoch 58 Batch 917/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.879 Epoch 58 Batch 918/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.889 Epoch 58 Batch 919/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.233, Loss: 0.808 Epoch 58 Batch 920/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.883 Epoch 58 Batch 921/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.919 Epoch 58 Batch 922/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.872 Epoch 58 Batch 923/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.234, Loss: 0.900 Epoch 58 Batch 924/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.234, Loss: 0.910 Epoch 58 Batch 925/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.234, Loss: 0.876 Epoch 58 Batch 926/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.891 Epoch 58 Batch 927/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.234, Loss: 0.876 Epoch 58 Batch 928/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.915 Epoch 58 Batch 929/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.911 Epoch 58 Batch 930/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 0.922 Epoch 58 Batch 931/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.875 Epoch 58 Batch 932/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.881 Epoch 58 Batch 933/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.909 Epoch 58 Batch 934/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.868 Epoch 58 Batch 935/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.910 Epoch 58 Batch 936/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.845 Epoch 58 Batch 937/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.233, Loss: 0.928 Epoch 58 Batch 938/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.876 Epoch 58 Batch 939/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.877 Epoch 58 Batch 940/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.874 Epoch 58 Batch 941/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.874 Epoch 58 Batch 942/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.929 Epoch 58 Batch 943/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.842 Epoch 58 Batch 944/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.862 Epoch 58 Batch 945/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.874 Epoch 58 Batch 946/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.851 Epoch 58 Batch 947/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.908 Epoch 58 Batch 948/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.891 Epoch 58 Batch 949/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.868 Epoch 58 Batch 950/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.925 Epoch 58 Batch 951/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.897 Epoch 58 Batch 952/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.861 Epoch 58 Batch 953/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.860 Epoch 58 Batch 954/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.862 Epoch 58 Batch 955/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.893 Epoch 58 Batch 956/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.849 Epoch 58 Batch 957/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.876 Epoch 58 Batch 958/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.900 Epoch 58 Batch 959/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.896 Epoch 58 Batch 960/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.896 Epoch 58 Batch 961/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.823 Epoch 58 Batch 962/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.928 Epoch 58 Batch 963/1077 - Train Accuracy: 0.075, Validation Accuracy: 0.233, Loss: 0.917 Epoch 58 Batch 964/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.878 Epoch 58 Batch 965/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.897 Epoch 58 Batch 966/1077 - Train Accuracy: 0.270, Validation Accuracy: 0.233, Loss: 0.910 Epoch 58 Batch 967/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.908 Epoch 58 Batch 968/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.910 Epoch 58 Batch 969/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.901 Epoch 58 Batch 970/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.823 Epoch 58 Batch 971/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.898 Epoch 58 Batch 972/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.833 Epoch 58 Batch 973/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.866 Epoch 58 Batch 974/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.847 Epoch 58 Batch 975/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.234, Loss: 0.796 Epoch 58 Batch 976/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.836 Epoch 58 Batch 977/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.870 Epoch 58 Batch 978/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.887 Epoch 58 Batch 979/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 0.877 Epoch 58 Batch 980/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.828 Epoch 58 Batch 981/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.827 Epoch 58 Batch 982/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.850 Epoch 58 Batch 983/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.908 Epoch 58 Batch 984/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.876 Epoch 58 Batch 985/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.871 Epoch 58 Batch 986/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.915 Epoch 58 Batch 987/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.794 Epoch 58 Batch 988/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.920 Epoch 58 Batch 989/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.817 Epoch 58 Batch 990/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.823 Epoch 58 Batch 991/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.233, Loss: 0.838 Epoch 58 Batch 992/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.829 Epoch 58 Batch 993/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.915 Epoch 58 Batch 994/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.865 Epoch 58 Batch 995/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.927 Epoch 58 Batch 996/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.863 Epoch 58 Batch 997/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.866 Epoch 58 Batch 998/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.837 Epoch 58 Batch 999/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.891 Epoch 58 Batch 1000/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.900 Epoch 58 Batch 1001/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.233, Loss: 0.818 Epoch 58 Batch 1002/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.875 Epoch 58 Batch 1003/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.843 Epoch 58 Batch 1004/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.800 Epoch 58 Batch 1005/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.845 Epoch 58 Batch 1006/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.938 Epoch 58 Batch 1007/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.910 Epoch 58 Batch 1008/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.868 Epoch 58 Batch 1009/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.850 Epoch 58 Batch 1010/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.880 Epoch 58 Batch 1011/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.894 Epoch 58 Batch 1012/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.873 Epoch 58 Batch 1013/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.853 Epoch 58 Batch 1014/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.880 Epoch 58 Batch 1015/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.867 Epoch 58 Batch 1016/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.896 Epoch 58 Batch 1017/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.233, Loss: 0.866 Epoch 58 Batch 1018/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.867 Epoch 58 Batch 1019/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.921 Epoch 58 Batch 1020/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.852 Epoch 58 Batch 1021/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.900 Epoch 58 Batch 1022/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.909 Epoch 58 Batch 1023/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.233, Loss: 0.901 Epoch 58 Batch 1024/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.867 Epoch 58 Batch 1025/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.918 Epoch 58 Batch 1026/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.875 Epoch 58 Batch 1027/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.907 Epoch 58 Batch 1028/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.893 Epoch 58 Batch 1029/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.869 Epoch 58 Batch 1030/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.865 Epoch 58 Batch 1031/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.883 Epoch 58 Batch 1032/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.858 Epoch 58 Batch 1033/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.829 Epoch 58 Batch 1034/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.861 Epoch 58 Batch 1035/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.873 Epoch 58 Batch 1036/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.871 Epoch 58 Batch 1037/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.853 Epoch 58 Batch 1038/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.925 Epoch 58 Batch 1039/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.878 Epoch 58 Batch 1040/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.819 Epoch 58 Batch 1041/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.864 Epoch 58 Batch 1042/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 0.857 Epoch 58 Batch 1043/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 0.879 Epoch 58 Batch 1044/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.849 Epoch 58 Batch 1045/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.873 Epoch 58 Batch 1046/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.845 Epoch 58 Batch 1047/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.897 Epoch 58 Batch 1048/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.832 Epoch 58 Batch 1049/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.837 Epoch 58 Batch 1050/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.811 Epoch 58 Batch 1051/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.876 Epoch 58 Batch 1052/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.951 Epoch 58 Batch 1053/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.842 Epoch 58 Batch 1054/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.909 Epoch 58 Batch 1055/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.858 Epoch 58 Batch 1056/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.843 Epoch 58 Batch 1057/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.918 Epoch 58 Batch 1058/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.839 Epoch 58 Batch 1059/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 0.924 Epoch 58 Batch 1060/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.883 Epoch 58 Batch 1061/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.854 Epoch 58 Batch 1062/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.822 Epoch 58 Batch 1063/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.802 Epoch 58 Batch 1064/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.901 Epoch 58 Batch 1065/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.878 Epoch 58 Batch 1066/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.959 Epoch 58 Batch 1067/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.910 Epoch 58 Batch 1068/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.860 Epoch 58 Batch 1069/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.811 Epoch 58 Batch 1070/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.840 Epoch 58 Batch 1071/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.911 Epoch 58 Batch 1072/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.864 Epoch 58 Batch 1073/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.879 Epoch 58 Batch 1074/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.884 Epoch 58 Batch 1075/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.859 Epoch 59 Batch 0/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.872 Epoch 59 Batch 1/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.833 Epoch 59 Batch 2/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.836 Epoch 59 Batch 3/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.866 Epoch 59 Batch 4/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.897 Epoch 59 Batch 5/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.834 Epoch 59 Batch 6/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.896 Epoch 59 Batch 7/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.234, Loss: 0.910 Epoch 59 Batch 8/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.846 Epoch 59 Batch 9/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.903 Epoch 59 Batch 10/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.842 Epoch 59 Batch 11/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.895 Epoch 59 Batch 12/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.861 Epoch 59 Batch 13/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 0.894 Epoch 59 Batch 14/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.875 Epoch 59 Batch 15/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.851 Epoch 59 Batch 16/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.876 Epoch 59 Batch 17/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.896 Epoch 59 Batch 18/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.872 Epoch 59 Batch 19/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.875 Epoch 59 Batch 20/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.896 Epoch 59 Batch 21/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.933 Epoch 59 Batch 22/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.851 Epoch 59 Batch 23/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.899 Epoch 59 Batch 24/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.859 Epoch 59 Batch 25/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.832 Epoch 59 Batch 26/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.876 Epoch 59 Batch 27/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.860 Epoch 59 Batch 28/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.898 Epoch 59 Batch 29/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.840 Epoch 59 Batch 30/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.923 Epoch 59 Batch 31/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.841 Epoch 59 Batch 32/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.940 Epoch 59 Batch 33/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.842 Epoch 59 Batch 34/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.913 Epoch 59 Batch 35/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.846 Epoch 59 Batch 36/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.903 Epoch 59 Batch 37/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.817 Epoch 59 Batch 38/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.234, Loss: 0.827 Epoch 59 Batch 39/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.235, Loss: 0.828 Epoch 59 Batch 40/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 0.819 Epoch 59 Batch 41/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.890 Epoch 59 Batch 42/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.863 Epoch 59 Batch 43/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.234, Loss: 0.825 Epoch 59 Batch 44/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.847 Epoch 59 Batch 45/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.855 Epoch 59 Batch 46/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.234, Loss: 0.849 Epoch 59 Batch 47/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.841 Epoch 59 Batch 48/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.959 Epoch 59 Batch 49/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.234, Loss: 0.896 Epoch 59 Batch 50/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.929 Epoch 59 Batch 51/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.860 Epoch 59 Batch 52/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.858 Epoch 59 Batch 53/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.234, Loss: 0.822 Epoch 59 Batch 54/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.897 Epoch 59 Batch 55/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.836 Epoch 59 Batch 56/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.876 Epoch 59 Batch 57/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.234, Loss: 0.880 Epoch 59 Batch 58/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.896 Epoch 59 Batch 59/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.914 Epoch 59 Batch 60/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.869 Epoch 59 Batch 61/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.828 Epoch 59 Batch 62/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.855 Epoch 59 Batch 63/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.870 Epoch 59 Batch 64/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.841 Epoch 59 Batch 65/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.844 Epoch 59 Batch 66/1077 - Train Accuracy: 0.187, Validation Accuracy: 0.233, Loss: 0.861 Epoch 59 Batch 67/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.883 Epoch 59 Batch 68/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.825 Epoch 59 Batch 69/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.945 Epoch 59 Batch 70/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.829 Epoch 59 Batch 71/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.829 Epoch 59 Batch 72/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.869 Epoch 59 Batch 73/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.827 Epoch 59 Batch 74/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.772 Epoch 59 Batch 75/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.892 Epoch 59 Batch 76/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.942 Epoch 59 Batch 77/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.943 Epoch 59 Batch 78/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.886 Epoch 59 Batch 79/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.910 Epoch 59 Batch 80/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.830 Epoch 59 Batch 81/1077 - Train Accuracy: 0.171, Validation Accuracy: 0.233, Loss: 0.866 Epoch 59 Batch 82/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.233, Loss: 0.818 Epoch 59 Batch 83/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.857 Epoch 59 Batch 84/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.904 Epoch 59 Batch 85/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.856 Epoch 59 Batch 86/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.817 Epoch 59 Batch 87/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.853 Epoch 59 Batch 88/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.886 Epoch 59 Batch 89/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.902 Epoch 59 Batch 90/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.887 Epoch 59 Batch 91/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.864 Epoch 59 Batch 92/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.879 Epoch 59 Batch 93/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.877 Epoch 59 Batch 94/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.918 Epoch 59 Batch 95/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.877 Epoch 59 Batch 96/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.870 Epoch 59 Batch 97/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.930 Epoch 59 Batch 98/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.855 Epoch 59 Batch 99/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.860 Epoch 59 Batch 100/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.849 Epoch 59 Batch 101/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.830 Epoch 59 Batch 102/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.883 Epoch 59 Batch 103/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.831 Epoch 59 Batch 104/1077 - Train Accuracy: 0.104, Validation Accuracy: 0.233, Loss: 0.927 Epoch 59 Batch 105/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.893 Epoch 59 Batch 106/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.233, Loss: 0.812 Epoch 59 Batch 107/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.872 Epoch 59 Batch 108/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.233, Loss: 0.938 Epoch 59 Batch 109/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.885 Epoch 59 Batch 110/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.234, Loss: 0.862 Epoch 59 Batch 111/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.874 Epoch 59 Batch 112/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.876 Epoch 59 Batch 113/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.925 Epoch 59 Batch 114/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.891 Epoch 59 Batch 115/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.867 Epoch 59 Batch 116/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.896 Epoch 59 Batch 117/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.811 Epoch 59 Batch 118/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.850 Epoch 59 Batch 119/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.883 Epoch 59 Batch 120/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.821 Epoch 59 Batch 121/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.854 Epoch 59 Batch 122/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.882 Epoch 59 Batch 123/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.864 Epoch 59 Batch 124/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.889 Epoch 59 Batch 125/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.778 Epoch 59 Batch 126/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.863 Epoch 59 Batch 127/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.885 Epoch 59 Batch 128/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.850 Epoch 59 Batch 129/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.878 Epoch 59 Batch 130/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.906 Epoch 59 Batch 131/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.860 Epoch 59 Batch 132/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.890 Epoch 59 Batch 133/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.882 Epoch 59 Batch 134/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.877 Epoch 59 Batch 135/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.875 Epoch 59 Batch 136/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.934 Epoch 59 Batch 137/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.892 Epoch 59 Batch 138/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.802 Epoch 59 Batch 139/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.852 Epoch 59 Batch 140/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.909 Epoch 59 Batch 141/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.876 Epoch 59 Batch 142/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.879 Epoch 59 Batch 143/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.863 Epoch 59 Batch 144/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.920 Epoch 59 Batch 145/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.849 Epoch 59 Batch 146/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.881 Epoch 59 Batch 147/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.861 Epoch 59 Batch 148/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.873 Epoch 59 Batch 149/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.870 Epoch 59 Batch 150/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.910 Epoch 59 Batch 151/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.863 Epoch 59 Batch 152/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.860 Epoch 59 Batch 153/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.905 Epoch 59 Batch 154/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.958 Epoch 59 Batch 155/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.888 Epoch 59 Batch 156/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.840 Epoch 59 Batch 157/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.852 Epoch 59 Batch 158/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.836 Epoch 59 Batch 159/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.880 Epoch 59 Batch 160/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.857 Epoch 59 Batch 161/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.834 Epoch 59 Batch 162/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.867 Epoch 59 Batch 163/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.863 Epoch 59 Batch 164/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.842 Epoch 59 Batch 165/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.909 Epoch 59 Batch 166/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 0.833 Epoch 59 Batch 167/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.816 Epoch 59 Batch 168/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.853 Epoch 59 Batch 169/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.234, Loss: 0.791 Epoch 59 Batch 170/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.904 Epoch 59 Batch 171/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.233, Loss: 0.912 Epoch 59 Batch 172/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.234, Loss: 0.898 Epoch 59 Batch 173/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.234, Loss: 0.894 Epoch 59 Batch 174/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.832 Epoch 59 Batch 175/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.864 Epoch 59 Batch 176/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.883 Epoch 59 Batch 177/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.868 Epoch 59 Batch 178/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.841 Epoch 59 Batch 179/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.234, Loss: 0.839 Epoch 59 Batch 180/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.868 Epoch 59 Batch 181/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.867 Epoch 59 Batch 182/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.855 Epoch 59 Batch 183/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.856 Epoch 59 Batch 184/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.826 Epoch 59 Batch 185/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.906 Epoch 59 Batch 186/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.909 Epoch 59 Batch 187/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.869 Epoch 59 Batch 188/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.880 Epoch 59 Batch 189/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.879 Epoch 59 Batch 190/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.936 Epoch 59 Batch 191/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.233, Loss: 0.918 Epoch 59 Batch 192/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.900 Epoch 59 Batch 193/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.883 Epoch 59 Batch 194/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.907 Epoch 59 Batch 195/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.902 Epoch 59 Batch 196/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.849 Epoch 59 Batch 197/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.915 Epoch 59 Batch 198/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.912 Epoch 59 Batch 199/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.839 Epoch 59 Batch 200/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.820 Epoch 59 Batch 201/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.919 Epoch 59 Batch 202/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.905 Epoch 59 Batch 203/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.869 Epoch 59 Batch 204/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.892 Epoch 59 Batch 205/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.870 Epoch 59 Batch 206/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.876 Epoch 59 Batch 207/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.812 Epoch 59 Batch 208/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.851 Epoch 59 Batch 209/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.852 Epoch 59 Batch 210/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.877 Epoch 59 Batch 211/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.821 Epoch 59 Batch 212/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.887 Epoch 59 Batch 213/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.863 Epoch 59 Batch 214/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.855 Epoch 59 Batch 215/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.885 Epoch 59 Batch 216/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.896 Epoch 59 Batch 217/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.869 Epoch 59 Batch 218/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.937 Epoch 59 Batch 219/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.850 Epoch 59 Batch 220/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.862 Epoch 59 Batch 221/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.839 Epoch 59 Batch 222/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.894 Epoch 59 Batch 223/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.801 Epoch 59 Batch 224/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.868 Epoch 59 Batch 225/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.866 Epoch 59 Batch 226/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.881 Epoch 59 Batch 227/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.897 Epoch 59 Batch 228/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.836 Epoch 59 Batch 229/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.819 Epoch 59 Batch 230/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.860 Epoch 59 Batch 231/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.851 Epoch 59 Batch 232/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.766 Epoch 59 Batch 233/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.988 Epoch 59 Batch 234/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.895 Epoch 59 Batch 235/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.834 Epoch 59 Batch 236/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.879 Epoch 59 Batch 237/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.864 Epoch 59 Batch 238/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.889 Epoch 59 Batch 239/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.876 Epoch 59 Batch 240/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.863 Epoch 59 Batch 241/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.865 Epoch 59 Batch 242/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.795 Epoch 59 Batch 243/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.921 Epoch 59 Batch 244/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.233, Loss: 0.856 Epoch 59 Batch 245/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.853 Epoch 59 Batch 246/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.809 Epoch 59 Batch 247/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.888 Epoch 59 Batch 248/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.803 Epoch 59 Batch 249/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.857 Epoch 59 Batch 250/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.233, Loss: 0.911 Epoch 59 Batch 251/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.847 Epoch 59 Batch 252/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.906 Epoch 59 Batch 253/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.858 Epoch 59 Batch 254/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.901 Epoch 59 Batch 255/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.846 Epoch 59 Batch 256/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.895 Epoch 59 Batch 257/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.826 Epoch 59 Batch 258/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.847 Epoch 59 Batch 259/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.894 Epoch 59 Batch 260/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.917 Epoch 59 Batch 261/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.907 Epoch 59 Batch 262/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.904 Epoch 59 Batch 263/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.233, Loss: 0.847 Epoch 59 Batch 264/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.896 Epoch 59 Batch 265/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.884 Epoch 59 Batch 266/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.883 Epoch 59 Batch 267/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.233, Loss: 0.866 Epoch 59 Batch 268/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.910 Epoch 59 Batch 269/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.868 Epoch 59 Batch 270/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.933 Epoch 59 Batch 271/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.866 Epoch 59 Batch 272/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.899 Epoch 59 Batch 273/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.910 Epoch 59 Batch 274/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.848 Epoch 59 Batch 275/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.890 Epoch 59 Batch 276/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.889 Epoch 59 Batch 277/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.975 Epoch 59 Batch 278/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.940 Epoch 59 Batch 279/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.885 Epoch 59 Batch 280/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.892 Epoch 59 Batch 281/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.845 Epoch 59 Batch 282/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.817 Epoch 59 Batch 283/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.861 Epoch 59 Batch 284/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.906 Epoch 59 Batch 285/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.802 Epoch 59 Batch 286/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.903 Epoch 59 Batch 287/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.911 Epoch 59 Batch 288/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.851 Epoch 59 Batch 289/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.860 Epoch 59 Batch 290/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.892 Epoch 59 Batch 291/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.913 Epoch 59 Batch 292/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.855 Epoch 59 Batch 293/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.817 Epoch 59 Batch 294/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.233, Loss: 0.844 Epoch 59 Batch 295/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.896 Epoch 59 Batch 296/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.933 Epoch 59 Batch 297/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.829 Epoch 59 Batch 298/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.833 Epoch 59 Batch 299/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.800 Epoch 59 Batch 300/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 0.853 Epoch 59 Batch 301/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.893 Epoch 59 Batch 302/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.836 Epoch 59 Batch 303/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.233, Loss: 0.880 Epoch 59 Batch 304/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.892 Epoch 59 Batch 305/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.859 Epoch 59 Batch 306/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.956 Epoch 59 Batch 307/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.843 Epoch 59 Batch 308/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.887 Epoch 59 Batch 309/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.840 Epoch 59 Batch 310/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.883 Epoch 59 Batch 311/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.233, Loss: 0.862 Epoch 59 Batch 312/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.876 Epoch 59 Batch 313/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.826 Epoch 59 Batch 314/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.922 Epoch 59 Batch 315/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.840 Epoch 59 Batch 316/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.866 Epoch 59 Batch 317/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.880 Epoch 59 Batch 318/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.831 Epoch 59 Batch 319/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.913 Epoch 59 Batch 320/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.967 Epoch 59 Batch 321/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.871 Epoch 59 Batch 322/1077 - Train Accuracy: 0.183, Validation Accuracy: 0.233, Loss: 0.887 Epoch 59 Batch 323/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.921 Epoch 59 Batch 324/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.896 Epoch 59 Batch 325/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.824 Epoch 59 Batch 326/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.842 Epoch 59 Batch 327/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.876 Epoch 59 Batch 328/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.938 Epoch 59 Batch 329/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.850 Epoch 59 Batch 330/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.886 Epoch 59 Batch 331/1077 - Train Accuracy: 0.121, Validation Accuracy: 0.233, Loss: 0.909 Epoch 59 Batch 332/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.852 Epoch 59 Batch 333/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.829 Epoch 59 Batch 334/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.920 Epoch 59 Batch 335/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.826 Epoch 59 Batch 336/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.891 Epoch 59 Batch 337/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.831 Epoch 59 Batch 338/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.862 Epoch 59 Batch 339/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.890 Epoch 59 Batch 340/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.878 Epoch 59 Batch 341/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.892 Epoch 59 Batch 342/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.863 Epoch 59 Batch 343/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.838 Epoch 59 Batch 344/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.861 Epoch 59 Batch 345/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.887 Epoch 59 Batch 346/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.916 Epoch 59 Batch 347/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.829 Epoch 59 Batch 348/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.859 Epoch 59 Batch 349/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.838 Epoch 59 Batch 350/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.875 Epoch 59 Batch 351/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.867 Epoch 59 Batch 352/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.858 Epoch 59 Batch 353/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.904 Epoch 59 Batch 354/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.861 Epoch 59 Batch 355/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.891 Epoch 59 Batch 356/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.863 Epoch 59 Batch 357/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.899 Epoch 59 Batch 358/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.860 Epoch 59 Batch 359/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.844 Epoch 59 Batch 360/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.851 Epoch 59 Batch 361/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.905 Epoch 59 Batch 362/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.890 Epoch 59 Batch 363/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.846 Epoch 59 Batch 364/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.906 Epoch 59 Batch 365/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.874 Epoch 59 Batch 366/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.945 Epoch 59 Batch 367/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.898 Epoch 59 Batch 368/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.991 Epoch 59 Batch 369/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.891 Epoch 59 Batch 370/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.234, Loss: 0.855 Epoch 59 Batch 371/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.808 Epoch 59 Batch 372/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.811 Epoch 59 Batch 373/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.864 Epoch 59 Batch 374/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.809 Epoch 59 Batch 375/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.233, Loss: 0.881 Epoch 59 Batch 376/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.234, Loss: 0.847 Epoch 59 Batch 377/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.862 Epoch 59 Batch 378/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.957 Epoch 59 Batch 379/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.901 Epoch 59 Batch 380/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.788 Epoch 59 Batch 381/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.839 Epoch 59 Batch 382/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.869 Epoch 59 Batch 383/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.883 Epoch 59 Batch 384/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.806 Epoch 59 Batch 385/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.938 Epoch 59 Batch 386/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.805 Epoch 59 Batch 387/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.954 Epoch 59 Batch 388/1077 - Train Accuracy: 0.186, Validation Accuracy: 0.233, Loss: 0.916 Epoch 59 Batch 389/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.933 Epoch 59 Batch 390/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.926 Epoch 59 Batch 391/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.233, Loss: 0.912 Epoch 59 Batch 392/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.874 Epoch 59 Batch 393/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.898 Epoch 59 Batch 394/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.811 Epoch 59 Batch 395/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.901 Epoch 59 Batch 396/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.883 Epoch 59 Batch 397/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.889 Epoch 59 Batch 398/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.824 Epoch 59 Batch 399/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.895 Epoch 59 Batch 400/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.858 Epoch 59 Batch 401/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.896 Epoch 59 Batch 402/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.891 Epoch 59 Batch 403/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.913 Epoch 59 Batch 404/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.854 Epoch 59 Batch 405/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.898 Epoch 59 Batch 406/1077 - Train Accuracy: 0.123, Validation Accuracy: 0.233, Loss: 0.906 Epoch 59 Batch 407/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.874 Epoch 59 Batch 408/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.862 Epoch 59 Batch 409/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.901 Epoch 59 Batch 410/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.935 Epoch 59 Batch 411/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.892 Epoch 59 Batch 412/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.809 Epoch 59 Batch 413/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.910 Epoch 59 Batch 414/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.876 Epoch 59 Batch 415/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.861 Epoch 59 Batch 416/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.833 Epoch 59 Batch 417/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.899 Epoch 59 Batch 418/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.841 Epoch 59 Batch 419/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.831 Epoch 59 Batch 420/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.850 Epoch 59 Batch 421/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.976 Epoch 59 Batch 422/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.885 Epoch 59 Batch 423/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.884 Epoch 59 Batch 424/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.908 Epoch 59 Batch 425/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.812 Epoch 59 Batch 426/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.863 Epoch 59 Batch 427/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.938 Epoch 59 Batch 428/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.233, Loss: 0.834 Epoch 59 Batch 429/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.925 Epoch 59 Batch 430/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.887 Epoch 59 Batch 431/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.876 Epoch 59 Batch 432/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.893 Epoch 59 Batch 433/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.852 Epoch 59 Batch 434/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.886 Epoch 59 Batch 435/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.869 Epoch 59 Batch 436/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.860 Epoch 59 Batch 437/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.897 Epoch 59 Batch 438/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.859 Epoch 59 Batch 439/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.836 Epoch 59 Batch 440/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.855 Epoch 59 Batch 441/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.849 Epoch 59 Batch 442/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.884 Epoch 59 Batch 443/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 0.854 Epoch 59 Batch 444/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.854 Epoch 59 Batch 445/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.827 Epoch 59 Batch 446/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.234, Loss: 0.852 Epoch 59 Batch 447/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.884 Epoch 59 Batch 448/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.894 Epoch 59 Batch 449/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.886 Epoch 59 Batch 450/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.935 Epoch 59 Batch 451/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.821 Epoch 59 Batch 452/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.855 Epoch 59 Batch 453/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.234, Loss: 0.860 Epoch 59 Batch 454/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.795 Epoch 59 Batch 455/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.234, Loss: 0.930 Epoch 59 Batch 456/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.892 Epoch 59 Batch 457/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.839 Epoch 59 Batch 458/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.234, Loss: 0.860 Epoch 59 Batch 459/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.809 Epoch 59 Batch 460/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.880 Epoch 59 Batch 461/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.908 Epoch 59 Batch 462/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.903 Epoch 59 Batch 463/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.882 Epoch 59 Batch 464/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.233, Loss: 0.888 Epoch 59 Batch 465/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.863 Epoch 59 Batch 466/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.902 Epoch 59 Batch 467/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 0.888 Epoch 59 Batch 468/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.913 Epoch 59 Batch 469/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.851 Epoch 59 Batch 470/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.234, Loss: 0.892 Epoch 59 Batch 471/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.838 Epoch 59 Batch 472/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.234, Loss: 0.908 Epoch 59 Batch 473/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.897 Epoch 59 Batch 474/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.824 Epoch 59 Batch 475/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.855 Epoch 59 Batch 476/1077 - Train Accuracy: 0.125, Validation Accuracy: 0.234, Loss: 0.902 Epoch 59 Batch 477/1077 - Train Accuracy: 0.206, Validation Accuracy: 0.233, Loss: 0.933 Epoch 59 Batch 478/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.945 Epoch 59 Batch 479/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.933 Epoch 59 Batch 480/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.915 Epoch 59 Batch 481/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.857 Epoch 59 Batch 482/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.900 Epoch 59 Batch 483/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.873 Epoch 59 Batch 484/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.863 Epoch 59 Batch 485/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.900 Epoch 59 Batch 486/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.868 Epoch 59 Batch 487/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.851 Epoch 59 Batch 488/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.893 Epoch 59 Batch 489/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.918 Epoch 59 Batch 490/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.891 Epoch 59 Batch 491/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.890 Epoch 59 Batch 492/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.897 Epoch 59 Batch 493/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.862 Epoch 59 Batch 494/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.915 Epoch 59 Batch 495/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.845 Epoch 59 Batch 496/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.882 Epoch 59 Batch 497/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.875 Epoch 59 Batch 498/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.846 Epoch 59 Batch 499/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.881 Epoch 59 Batch 500/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.889 Epoch 59 Batch 501/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.816 Epoch 59 Batch 502/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.903 Epoch 59 Batch 503/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.839 Epoch 59 Batch 504/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.868 Epoch 59 Batch 505/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.883 Epoch 59 Batch 506/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.870 Epoch 59 Batch 507/1077 - Train Accuracy: 0.168, Validation Accuracy: 0.233, Loss: 0.859 Epoch 59 Batch 508/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.877 Epoch 59 Batch 509/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.908 Epoch 59 Batch 510/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.878 Epoch 59 Batch 511/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.917 Epoch 59 Batch 512/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.879 Epoch 59 Batch 513/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.902 Epoch 59 Batch 514/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.234, Loss: 0.842 Epoch 59 Batch 515/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.889 Epoch 59 Batch 516/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.843 Epoch 59 Batch 517/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.946 Epoch 59 Batch 518/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.917 Epoch 59 Batch 519/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.801 Epoch 59 Batch 520/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.862 Epoch 59 Batch 521/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.854 Epoch 59 Batch 522/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.785 Epoch 59 Batch 523/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.862 Epoch 59 Batch 524/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.864 Epoch 59 Batch 525/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.831 Epoch 59 Batch 526/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.904 Epoch 59 Batch 527/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.874 Epoch 59 Batch 528/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.857 Epoch 59 Batch 529/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.851 Epoch 59 Batch 530/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.895 Epoch 59 Batch 531/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.898 Epoch 59 Batch 532/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.890 Epoch 59 Batch 533/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.855 Epoch 59 Batch 534/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.884 Epoch 59 Batch 535/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.897 Epoch 59 Batch 536/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.882 Epoch 59 Batch 537/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.835 Epoch 59 Batch 538/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.897 Epoch 59 Batch 539/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.936 Epoch 59 Batch 540/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.850 Epoch 59 Batch 541/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.882 Epoch 59 Batch 542/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.843 Epoch 59 Batch 543/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.917 Epoch 59 Batch 544/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.878 Epoch 59 Batch 545/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.851 Epoch 59 Batch 546/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.830 Epoch 59 Batch 547/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.897 Epoch 59 Batch 548/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.843 Epoch 59 Batch 549/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.894 Epoch 59 Batch 550/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.868 Epoch 59 Batch 551/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.869 Epoch 59 Batch 552/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.860 Epoch 59 Batch 553/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.872 Epoch 59 Batch 554/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.887 Epoch 59 Batch 555/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.842 Epoch 59 Batch 556/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.931 Epoch 59 Batch 557/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.856 Epoch 59 Batch 558/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.933 Epoch 59 Batch 559/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.857 Epoch 59 Batch 560/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.842 Epoch 59 Batch 561/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.836 Epoch 59 Batch 562/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.835 Epoch 59 Batch 563/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.849 Epoch 59 Batch 564/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.924 Epoch 59 Batch 565/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.890 Epoch 59 Batch 566/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.841 Epoch 59 Batch 567/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.843 Epoch 59 Batch 568/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.902 Epoch 59 Batch 569/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.880 Epoch 59 Batch 570/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.918 Epoch 59 Batch 571/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.946 Epoch 59 Batch 572/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.868 Epoch 59 Batch 573/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.905 Epoch 59 Batch 574/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.902 Epoch 59 Batch 575/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.906 Epoch 59 Batch 576/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.827 Epoch 59 Batch 577/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.232, Loss: 0.894 Epoch 59 Batch 578/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.830 Epoch 59 Batch 579/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.886 Epoch 59 Batch 580/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.232, Loss: 0.864 Epoch 59 Batch 581/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.857 Epoch 59 Batch 582/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.232, Loss: 0.937 Epoch 59 Batch 583/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.971 Epoch 59 Batch 584/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.232, Loss: 0.911 Epoch 59 Batch 585/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.874 Epoch 59 Batch 586/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.934 Epoch 59 Batch 587/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.872 Epoch 59 Batch 588/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.871 Epoch 59 Batch 589/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.232, Loss: 0.914 Epoch 59 Batch 590/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.805 Epoch 59 Batch 591/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.232, Loss: 0.878 Epoch 59 Batch 592/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.232, Loss: 0.813 Epoch 59 Batch 593/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.232, Loss: 0.847 Epoch 59 Batch 594/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.855 Epoch 59 Batch 595/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.853 Epoch 59 Batch 596/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.858 Epoch 59 Batch 597/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.232, Loss: 0.863 Epoch 59 Batch 598/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.910 Epoch 59 Batch 599/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.826 Epoch 59 Batch 600/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.232, Loss: 0.866 Epoch 59 Batch 601/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.232, Loss: 0.888 Epoch 59 Batch 602/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.851 Epoch 59 Batch 603/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.877 Epoch 59 Batch 604/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.879 Epoch 59 Batch 605/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.232, Loss: 0.860 Epoch 59 Batch 606/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.232, Loss: 0.865 Epoch 59 Batch 607/1077 - Train Accuracy: 0.240, Validation Accuracy: 0.232, Loss: 0.941 Epoch 59 Batch 608/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.232, Loss: 0.884 Epoch 59 Batch 609/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.232, Loss: 0.864 Epoch 59 Batch 610/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.232, Loss: 0.894 Epoch 59 Batch 611/1077 - Train Accuracy: 0.148, Validation Accuracy: 0.233, Loss: 0.835 Epoch 59 Batch 612/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.822 Epoch 59 Batch 613/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.861 Epoch 59 Batch 614/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.833 Epoch 59 Batch 615/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.866 Epoch 59 Batch 616/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.904 Epoch 59 Batch 617/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.869 Epoch 59 Batch 618/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.891 Epoch 59 Batch 619/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 0.945 Epoch 59 Batch 620/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.890 Epoch 59 Batch 621/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.905 Epoch 59 Batch 622/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.884 Epoch 59 Batch 623/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.856 Epoch 59 Batch 624/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.877 Epoch 59 Batch 625/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.855 Epoch 59 Batch 626/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.232, Loss: 0.921 Epoch 59 Batch 627/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.841 Epoch 59 Batch 628/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.232, Loss: 0.924 Epoch 59 Batch 629/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.232, Loss: 0.907 Epoch 59 Batch 630/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.857 Epoch 59 Batch 631/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.232, Loss: 0.920 Epoch 59 Batch 632/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.841 Epoch 59 Batch 633/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.860 Epoch 59 Batch 634/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.907 Epoch 59 Batch 635/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.893 Epoch 59 Batch 636/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.832 Epoch 59 Batch 637/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.870 Epoch 59 Batch 638/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.871 Epoch 59 Batch 639/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.882 Epoch 59 Batch 640/1077 - Train Accuracy: 0.189, Validation Accuracy: 0.233, Loss: 0.826 Epoch 59 Batch 641/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.889 Epoch 59 Batch 642/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.880 Epoch 59 Batch 643/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.868 Epoch 59 Batch 644/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.913 Epoch 59 Batch 645/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.883 Epoch 59 Batch 646/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.919 Epoch 59 Batch 647/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.810 Epoch 59 Batch 648/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.850 Epoch 59 Batch 649/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.892 Epoch 59 Batch 650/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.901 Epoch 59 Batch 651/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.938 Epoch 59 Batch 652/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.920 Epoch 59 Batch 653/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.818 Epoch 59 Batch 654/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.849 Epoch 59 Batch 655/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.900 Epoch 59 Batch 656/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.949 Epoch 59 Batch 657/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.911 Epoch 59 Batch 658/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.842 Epoch 59 Batch 659/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.867 Epoch 59 Batch 660/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.875 Epoch 59 Batch 661/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.851 Epoch 59 Batch 662/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.873 Epoch 59 Batch 663/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.888 Epoch 59 Batch 664/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.891 Epoch 59 Batch 665/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.836 Epoch 59 Batch 666/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.234, Loss: 0.952 Epoch 59 Batch 667/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.862 Epoch 59 Batch 668/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.903 Epoch 59 Batch 669/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.890 Epoch 59 Batch 670/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.233, Loss: 0.903 Epoch 59 Batch 671/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.233, Loss: 0.856 Epoch 59 Batch 672/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.901 Epoch 59 Batch 673/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.856 Epoch 59 Batch 674/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.905 Epoch 59 Batch 675/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.908 Epoch 59 Batch 676/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.884 Epoch 59 Batch 677/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.867 Epoch 59 Batch 678/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.886 Epoch 59 Batch 679/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.862 Epoch 59 Batch 680/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.910 Epoch 59 Batch 681/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.898 Epoch 59 Batch 682/1077 - Train Accuracy: 0.144, Validation Accuracy: 0.233, Loss: 0.870 Epoch 59 Batch 683/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.801 Epoch 59 Batch 684/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.867 Epoch 59 Batch 685/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.947 Epoch 59 Batch 686/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.863 Epoch 59 Batch 687/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.863 Epoch 59 Batch 688/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.886 Epoch 59 Batch 689/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.874 Epoch 59 Batch 690/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.916 Epoch 59 Batch 691/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.850 Epoch 59 Batch 692/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.882 Epoch 59 Batch 693/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.234, Loss: 0.901 Epoch 59 Batch 694/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.235, Loss: 0.888 Epoch 59 Batch 695/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 0.913 Epoch 59 Batch 696/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.235, Loss: 0.841 Epoch 59 Batch 697/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.840 Epoch 59 Batch 698/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.234, Loss: 0.849 Epoch 59 Batch 699/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.234, Loss: 0.840 Epoch 59 Batch 700/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.849 Epoch 59 Batch 701/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.918 Epoch 59 Batch 702/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.894 Epoch 59 Batch 703/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.810 Epoch 59 Batch 704/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.843 Epoch 59 Batch 705/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.818 Epoch 59 Batch 706/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.885 Epoch 59 Batch 707/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.916 Epoch 59 Batch 708/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.883 Epoch 59 Batch 709/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.910 Epoch 59 Batch 710/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.234, Loss: 0.822 Epoch 59 Batch 711/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.234, Loss: 0.909 Epoch 59 Batch 712/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.937 Epoch 59 Batch 713/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.234, Loss: 0.808 Epoch 59 Batch 714/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.234, Loss: 0.848 Epoch 59 Batch 715/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.848 Epoch 59 Batch 716/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.235, Loss: 0.866 Epoch 59 Batch 717/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.235, Loss: 0.918 Epoch 59 Batch 718/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.235, Loss: 0.877 Epoch 59 Batch 719/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.235, Loss: 0.855 Epoch 59 Batch 720/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.235, Loss: 0.830 Epoch 59 Batch 721/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.235, Loss: 0.855 Epoch 59 Batch 722/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.235, Loss: 0.885 Epoch 59 Batch 723/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.235, Loss: 0.864 Epoch 59 Batch 724/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.235, Loss: 0.864 Epoch 59 Batch 725/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 0.832 Epoch 59 Batch 726/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.840 Epoch 59 Batch 727/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.884 Epoch 59 Batch 728/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.864 Epoch 59 Batch 729/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.925 Epoch 59 Batch 730/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.234, Loss: 0.856 Epoch 59 Batch 731/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.234, Loss: 0.881 Epoch 59 Batch 732/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.860 Epoch 59 Batch 733/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.234, Loss: 0.867 Epoch 59 Batch 734/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.234, Loss: 0.868 Epoch 59 Batch 735/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.821 Epoch 59 Batch 736/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.872 Epoch 59 Batch 737/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.872 Epoch 59 Batch 738/1077 - Train Accuracy: 0.293, Validation Accuracy: 0.233, Loss: 0.905 Epoch 59 Batch 739/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.854 Epoch 59 Batch 740/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.234, Loss: 0.884 Epoch 59 Batch 741/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.873 Epoch 59 Batch 742/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.838 Epoch 59 Batch 743/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.848 Epoch 59 Batch 744/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.234, Loss: 0.859 Epoch 59 Batch 745/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.852 Epoch 59 Batch 746/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.858 Epoch 59 Batch 747/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.870 Epoch 59 Batch 748/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 0.914 Epoch 59 Batch 749/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.849 Epoch 59 Batch 750/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.851 Epoch 59 Batch 751/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.234, Loss: 0.840 Epoch 59 Batch 752/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.234, Loss: 0.898 Epoch 59 Batch 753/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.797 Epoch 59 Batch 754/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.898 Epoch 59 Batch 755/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.946 Epoch 59 Batch 756/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.234, Loss: 0.870 Epoch 59 Batch 757/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.234, Loss: 0.869 Epoch 59 Batch 758/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.827 Epoch 59 Batch 759/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.234, Loss: 0.914 Epoch 59 Batch 760/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.833 Epoch 59 Batch 761/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.234, Loss: 0.840 Epoch 59 Batch 762/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.234, Loss: 0.889 Epoch 59 Batch 763/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.900 Epoch 59 Batch 764/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.868 Epoch 59 Batch 765/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.852 Epoch 59 Batch 766/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.883 Epoch 59 Batch 767/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.234, Loss: 0.880 Epoch 59 Batch 768/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.878 Epoch 59 Batch 769/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.234, Loss: 0.829 Epoch 59 Batch 770/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.234, Loss: 0.855 Epoch 59 Batch 771/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.888 Epoch 59 Batch 772/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.234, Loss: 0.803 Epoch 59 Batch 773/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.961 Epoch 59 Batch 774/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.234, Loss: 0.849 Epoch 59 Batch 775/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.234, Loss: 0.945 Epoch 59 Batch 776/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.234, Loss: 0.870 Epoch 59 Batch 777/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.936 Epoch 59 Batch 778/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.912 Epoch 59 Batch 779/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.871 Epoch 59 Batch 780/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.855 Epoch 59 Batch 781/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.923 Epoch 59 Batch 782/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.874 Epoch 59 Batch 783/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.914 Epoch 59 Batch 784/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.867 Epoch 59 Batch 785/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.884 Epoch 59 Batch 786/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.802 Epoch 59 Batch 787/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.896 Epoch 59 Batch 788/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.897 Epoch 59 Batch 789/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.831 Epoch 59 Batch 790/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.806 Epoch 59 Batch 791/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.846 Epoch 59 Batch 792/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.873 Epoch 59 Batch 793/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.829 Epoch 59 Batch 794/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.847 Epoch 59 Batch 795/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.857 Epoch 59 Batch 796/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.864 Epoch 59 Batch 797/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.894 Epoch 59 Batch 798/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.853 Epoch 59 Batch 799/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.819 Epoch 59 Batch 800/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.928 Epoch 59 Batch 801/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.927 Epoch 59 Batch 802/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.880 Epoch 59 Batch 803/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.878 Epoch 59 Batch 804/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.819 Epoch 59 Batch 805/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.836 Epoch 59 Batch 806/1077 - Train Accuracy: 0.120, Validation Accuracy: 0.233, Loss: 0.941 Epoch 59 Batch 807/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.942 Epoch 59 Batch 808/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.822 Epoch 59 Batch 809/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.847 Epoch 59 Batch 810/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.910 Epoch 59 Batch 811/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.876 Epoch 59 Batch 812/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.851 Epoch 59 Batch 813/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.866 Epoch 59 Batch 814/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.882 Epoch 59 Batch 815/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.233, Loss: 0.905 Epoch 59 Batch 816/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.916 Epoch 59 Batch 817/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.827 Epoch 59 Batch 818/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.908 Epoch 59 Batch 819/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.859 Epoch 59 Batch 820/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.824 Epoch 59 Batch 821/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.886 Epoch 59 Batch 822/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.916 Epoch 59 Batch 823/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.831 Epoch 59 Batch 824/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.903 Epoch 59 Batch 825/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.850 Epoch 59 Batch 826/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.904 Epoch 59 Batch 827/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.818 Epoch 59 Batch 828/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.884 Epoch 59 Batch 829/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.865 Epoch 59 Batch 830/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.889 Epoch 59 Batch 831/1077 - Train Accuracy: 0.147, Validation Accuracy: 0.233, Loss: 0.843 Epoch 59 Batch 832/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.881 Epoch 59 Batch 833/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.954 Epoch 59 Batch 834/1077 - Train Accuracy: 0.238, Validation Accuracy: 0.233, Loss: 0.927 Epoch 59 Batch 835/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.887 Epoch 59 Batch 836/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.857 Epoch 59 Batch 837/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.870 Epoch 59 Batch 838/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.798 Epoch 59 Batch 839/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.820 Epoch 59 Batch 840/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.888 Epoch 59 Batch 841/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.893 Epoch 59 Batch 842/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.835 Epoch 59 Batch 843/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.850 Epoch 59 Batch 844/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.885 Epoch 59 Batch 845/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.885 Epoch 59 Batch 846/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.952 Epoch 59 Batch 847/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.880 Epoch 59 Batch 848/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.886 Epoch 59 Batch 849/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.814 Epoch 59 Batch 850/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.858 Epoch 59 Batch 851/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.908 Epoch 59 Batch 852/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.905 Epoch 59 Batch 853/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.893 Epoch 59 Batch 854/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.886 Epoch 59 Batch 855/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.900 Epoch 59 Batch 856/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.913 Epoch 59 Batch 857/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.865 Epoch 59 Batch 858/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.844 Epoch 59 Batch 859/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.848 Epoch 59 Batch 860/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.901 Epoch 59 Batch 861/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.907 Epoch 59 Batch 862/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.846 Epoch 59 Batch 863/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.820 Epoch 59 Batch 864/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.882 Epoch 59 Batch 865/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.233, Loss: 0.835 Epoch 59 Batch 866/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.896 Epoch 59 Batch 867/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.913 Epoch 59 Batch 868/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.871 Epoch 59 Batch 869/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.851 Epoch 59 Batch 870/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.868 Epoch 59 Batch 871/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.877 Epoch 59 Batch 872/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.894 Epoch 59 Batch 873/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.875 Epoch 59 Batch 874/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.860 Epoch 59 Batch 875/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.845 Epoch 59 Batch 876/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.850 Epoch 59 Batch 877/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.874 Epoch 59 Batch 878/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.954 Epoch 59 Batch 879/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.909 Epoch 59 Batch 880/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.891 Epoch 59 Batch 881/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.899 Epoch 59 Batch 882/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.902 Epoch 59 Batch 883/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.885 Epoch 59 Batch 884/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.892 Epoch 59 Batch 885/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.233, Loss: 0.880 Epoch 59 Batch 886/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.923 Epoch 59 Batch 887/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.866 Epoch 59 Batch 888/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.882 Epoch 59 Batch 889/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.889 Epoch 59 Batch 890/1077 - Train Accuracy: 0.205, Validation Accuracy: 0.233, Loss: 0.875 Epoch 59 Batch 891/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.912 Epoch 59 Batch 892/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.942 Epoch 59 Batch 893/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.940 Epoch 59 Batch 894/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.836 Epoch 59 Batch 895/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.878 Epoch 59 Batch 896/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.910 Epoch 59 Batch 897/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.870 Epoch 59 Batch 898/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.922 Epoch 59 Batch 899/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.944 Epoch 59 Batch 900/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.887 Epoch 59 Batch 901/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.898 Epoch 59 Batch 902/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.836 Epoch 59 Batch 903/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.953 Epoch 59 Batch 904/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.892 Epoch 59 Batch 905/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.854 Epoch 59 Batch 906/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.232, Loss: 0.944 Epoch 59 Batch 907/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.232, Loss: 0.878 Epoch 59 Batch 908/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.823 Epoch 59 Batch 909/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.232, Loss: 0.863 Epoch 59 Batch 910/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.918 Epoch 59 Batch 911/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.233, Loss: 0.848 Epoch 59 Batch 912/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.909 Epoch 59 Batch 913/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.974 Epoch 59 Batch 914/1077 - Train Accuracy: 0.304, Validation Accuracy: 0.233, Loss: 0.919 Epoch 59 Batch 915/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.908 Epoch 59 Batch 916/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.877 Epoch 59 Batch 917/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.843 Epoch 59 Batch 918/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.788 Epoch 59 Batch 919/1077 - Train Accuracy: 0.124, Validation Accuracy: 0.233, Loss: 0.855 Epoch 59 Batch 920/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.908 Epoch 59 Batch 921/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.886 Epoch 59 Batch 922/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.948 Epoch 59 Batch 923/1077 - Train Accuracy: 0.111, Validation Accuracy: 0.233, Loss: 0.865 Epoch 59 Batch 924/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.233, Loss: 0.887 Epoch 59 Batch 925/1077 - Train Accuracy: 0.191, Validation Accuracy: 0.233, Loss: 0.874 Epoch 59 Batch 926/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.922 Epoch 59 Batch 927/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.855 Epoch 59 Batch 928/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.903 Epoch 59 Batch 929/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.865 Epoch 59 Batch 930/1077 - Train Accuracy: 0.165, Validation Accuracy: 0.233, Loss: 0.887 Epoch 59 Batch 931/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.863 Epoch 59 Batch 932/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.818 Epoch 59 Batch 933/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.868 Epoch 59 Batch 934/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.906 Epoch 59 Batch 935/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.862 Epoch 59 Batch 936/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.910 Epoch 59 Batch 937/1077 - Train Accuracy: 0.122, Validation Accuracy: 0.233, Loss: 0.857 Epoch 59 Batch 938/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.900 Epoch 59 Batch 939/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.866 Epoch 59 Batch 940/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.838 Epoch 59 Batch 941/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.914 Epoch 59 Batch 942/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.843 Epoch 59 Batch 943/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.845 Epoch 59 Batch 944/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.234, Loss: 0.887 Epoch 59 Batch 945/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.234, Loss: 0.915 Epoch 59 Batch 946/1077 - Train Accuracy: 0.118, Validation Accuracy: 0.234, Loss: 0.865 Epoch 59 Batch 947/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.234, Loss: 0.870 Epoch 59 Batch 948/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.234, Loss: 0.865 Epoch 59 Batch 949/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.234, Loss: 0.780 Epoch 59 Batch 950/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.234, Loss: 0.807 Epoch 59 Batch 951/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.234, Loss: 0.864 Epoch 59 Batch 952/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.234, Loss: 0.823 Epoch 59 Batch 953/1077 - Train Accuracy: 0.113, Validation Accuracy: 0.233, Loss: 0.916 Epoch 59 Batch 954/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.853 Epoch 59 Batch 955/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.820 Epoch 59 Batch 956/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.858 Epoch 59 Batch 957/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.830 Epoch 59 Batch 958/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.874 Epoch 59 Batch 959/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.799 Epoch 59 Batch 960/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.894 Epoch 59 Batch 961/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.873 Epoch 59 Batch 962/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.875 Epoch 59 Batch 963/1077 - Train Accuracy: 0.074, Validation Accuracy: 0.233, Loss: 0.891 Epoch 59 Batch 964/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.875 Epoch 59 Batch 965/1077 - Train Accuracy: 0.109, Validation Accuracy: 0.233, Loss: 0.861 Epoch 59 Batch 966/1077 - Train Accuracy: 0.271, Validation Accuracy: 0.233, Loss: 0.873 Epoch 59 Batch 967/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.870 Epoch 59 Batch 968/1077 - Train Accuracy: 0.151, Validation Accuracy: 0.233, Loss: 0.865 Epoch 59 Batch 969/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.899 Epoch 59 Batch 970/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.837 Epoch 59 Batch 971/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.883 Epoch 59 Batch 972/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.877 Epoch 59 Batch 973/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.838 Epoch 59 Batch 974/1077 - Train Accuracy: 0.150, Validation Accuracy: 0.233, Loss: 0.881 Epoch 59 Batch 975/1077 - Train Accuracy: 0.204, Validation Accuracy: 0.233, Loss: 0.856 Epoch 59 Batch 976/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.879 Epoch 59 Batch 977/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.831 Epoch 59 Batch 978/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.914 Epoch 59 Batch 979/1077 - Train Accuracy: 0.110, Validation Accuracy: 0.233, Loss: 0.869 Epoch 59 Batch 980/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.858 Epoch 59 Batch 981/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.826 Epoch 59 Batch 982/1077 - Train Accuracy: 0.193, Validation Accuracy: 0.233, Loss: 0.828 Epoch 59 Batch 983/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.837 Epoch 59 Batch 984/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.821 Epoch 59 Batch 985/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.899 Epoch 59 Batch 986/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.825 Epoch 59 Batch 987/1077 - Train Accuracy: 0.194, Validation Accuracy: 0.233, Loss: 0.914 Epoch 59 Batch 988/1077 - Train Accuracy: 0.146, Validation Accuracy: 0.233, Loss: 0.871 Epoch 59 Batch 989/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.895 Epoch 59 Batch 990/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.809 Epoch 59 Batch 991/1077 - Train Accuracy: 0.167, Validation Accuracy: 0.233, Loss: 0.848 Epoch 59 Batch 992/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 1.001 Epoch 59 Batch 993/1077 - Train Accuracy: 0.162, Validation Accuracy: 0.233, Loss: 0.912 Epoch 59 Batch 994/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.897 Epoch 59 Batch 995/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.885 Epoch 59 Batch 996/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.862 Epoch 59 Batch 997/1077 - Train Accuracy: 0.114, Validation Accuracy: 0.233, Loss: 0.863 Epoch 59 Batch 998/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.834 Epoch 59 Batch 999/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.900 Epoch 59 Batch 1000/1077 - Train Accuracy: 0.192, Validation Accuracy: 0.233, Loss: 0.863 Epoch 59 Batch 1001/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.233, Loss: 0.835 Epoch 59 Batch 1002/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.232, Loss: 0.941 Epoch 59 Batch 1003/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.232, Loss: 0.825 Epoch 59 Batch 1004/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.232, Loss: 0.881 Epoch 59 Batch 1005/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.232, Loss: 0.863 Epoch 59 Batch 1006/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.905 Epoch 59 Batch 1007/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.232, Loss: 0.853 Epoch 59 Batch 1008/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.232, Loss: 0.837 Epoch 59 Batch 1009/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.232, Loss: 0.845 Epoch 59 Batch 1010/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.883 Epoch 59 Batch 1011/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.859 Epoch 59 Batch 1012/1077 - Train Accuracy: 0.188, Validation Accuracy: 0.233, Loss: 0.865 Epoch 59 Batch 1013/1077 - Train Accuracy: 0.195, Validation Accuracy: 0.233, Loss: 0.870 Epoch 59 Batch 1014/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.852 Epoch 59 Batch 1015/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.916 Epoch 59 Batch 1016/1077 - Train Accuracy: 0.190, Validation Accuracy: 0.233, Loss: 0.896 Epoch 59 Batch 1017/1077 - Train Accuracy: 0.127, Validation Accuracy: 0.233, Loss: 0.871 Epoch 59 Batch 1018/1077 - Train Accuracy: 0.203, Validation Accuracy: 0.233, Loss: 0.877 Epoch 59 Batch 1019/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.926 Epoch 59 Batch 1020/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.860 Epoch 59 Batch 1021/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.885 Epoch 59 Batch 1022/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.883 Epoch 59 Batch 1023/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.233, Loss: 0.840 Epoch 59 Batch 1024/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.882 Epoch 59 Batch 1025/1077 - Train Accuracy: 0.197, Validation Accuracy: 0.233, Loss: 0.892 Epoch 59 Batch 1026/1077 - Train Accuracy: 0.202, Validation Accuracy: 0.233, Loss: 0.853 Epoch 59 Batch 1027/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.868 Epoch 59 Batch 1028/1077 - Train Accuracy: 0.200, Validation Accuracy: 0.233, Loss: 0.869 Epoch 59 Batch 1029/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.832 Epoch 59 Batch 1030/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.896 Epoch 59 Batch 1031/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.860 Epoch 59 Batch 1032/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.856 Epoch 59 Batch 1033/1077 - Train Accuracy: 0.199, Validation Accuracy: 0.233, Loss: 0.847 Epoch 59 Batch 1034/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.939 Epoch 59 Batch 1035/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.877 Epoch 59 Batch 1036/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.906 Epoch 59 Batch 1037/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.867 Epoch 59 Batch 1038/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.868 Epoch 59 Batch 1039/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.835 Epoch 59 Batch 1040/1077 - Train Accuracy: 0.112, Validation Accuracy: 0.233, Loss: 0.907 Epoch 59 Batch 1041/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.818 Epoch 59 Batch 1042/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.819 Epoch 59 Batch 1043/1077 - Train Accuracy: 0.164, Validation Accuracy: 0.233, Loss: 0.886 Epoch 59 Batch 1044/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.855 Epoch 59 Batch 1045/1077 - Train Accuracy: 0.152, Validation Accuracy: 0.233, Loss: 0.910 Epoch 59 Batch 1046/1077 - Train Accuracy: 0.166, Validation Accuracy: 0.233, Loss: 0.838 Epoch 59 Batch 1047/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.898 Epoch 59 Batch 1048/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.932 Epoch 59 Batch 1049/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.904 Epoch 59 Batch 1050/1077 - Train Accuracy: 0.154, Validation Accuracy: 0.233, Loss: 0.906 Epoch 59 Batch 1051/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.863 Epoch 59 Batch 1052/1077 - Train Accuracy: 0.201, Validation Accuracy: 0.233, Loss: 0.869 Epoch 59 Batch 1053/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.938 Epoch 59 Batch 1054/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.917 Epoch 59 Batch 1055/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.947 Epoch 59 Batch 1056/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.872 Epoch 59 Batch 1057/1077 - Train Accuracy: 0.116, Validation Accuracy: 0.233, Loss: 0.837 Epoch 59 Batch 1058/1077 - Train Accuracy: 0.115, Validation Accuracy: 0.233, Loss: 0.899 Epoch 59 Batch 1059/1077 - Train Accuracy: 0.119, Validation Accuracy: 0.233, Loss: 0.883 Epoch 59 Batch 1060/1077 - Train Accuracy: 0.158, Validation Accuracy: 0.233, Loss: 0.884 Epoch 59 Batch 1061/1077 - Train Accuracy: 0.161, Validation Accuracy: 0.233, Loss: 0.881 Epoch 59 Batch 1062/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.893 Epoch 59 Batch 1063/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.862 Epoch 59 Batch 1064/1077 - Train Accuracy: 0.163, Validation Accuracy: 0.233, Loss: 0.853 Epoch 59 Batch 1065/1077 - Train Accuracy: 0.156, Validation Accuracy: 0.233, Loss: 0.877 Epoch 59 Batch 1066/1077 - Train Accuracy: 0.153, Validation Accuracy: 0.233, Loss: 0.851 Epoch 59 Batch 1067/1077 - Train Accuracy: 0.159, Validation Accuracy: 0.233, Loss: 0.829 Epoch 59 Batch 1068/1077 - Train Accuracy: 0.160, Validation Accuracy: 0.233, Loss: 0.913 Epoch 59 Batch 1069/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.892 Epoch 59 Batch 1070/1077 - Train Accuracy: 0.149, Validation Accuracy: 0.233, Loss: 0.795 Epoch 59 Batch 1071/1077 - Train Accuracy: 0.155, Validation Accuracy: 0.233, Loss: 0.827 Epoch 59 Batch 1072/1077 - Train Accuracy: 0.196, Validation Accuracy: 0.233, Loss: 0.957 Epoch 59 Batch 1073/1077 - Train Accuracy: 0.157, Validation Accuracy: 0.233, Loss: 0.844 Epoch 59 Batch 1074/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.233, Loss: 0.879 Epoch 59 Batch 1075/1077 - Train Accuracy: 0.117, Validation Accuracy: 0.233, Loss: 0.939 Model Trained and Saved
Save the batch_size and save_path parameters for inference.
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
# Save parameters for checkpoint
helper.save_params(save_path)
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import tensorflow as tf
import numpy as np
import helper
import problem_unittests as tests
_, (source_vocab_to_int, target_vocab_to_int), (source_int_to_vocab, target_int_to_vocab) = helper.load_preprocess()
load_path = helper.load_params()
To feed a sentence into the model for translation, you first need to preprocess it. Implement the function sentence_to_seq() to preprocess new sentences.
vocab_to_int<UNK> word id.def sentence_to_seq(sentence, vocab_to_int):
"""
Convert a sentence to a sequence of ids
:param sentence: String
:param vocab_to_int: Dictionary to go from the words to an id
:return: List of word ids
"""
# TODO: Implement Function
input_sentence = [vocab_to_int.get(word, vocab_to_int['<UNK>']) for word in sentence.lower().split(' ')]
return input_sentence
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_sentence_to_seq(sentence_to_seq)
Tests Passed
This will translate translate_sentence from English to French.
translate_sentence = 'I like you .'
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
translate_sentence = sentence_to_seq(translate_sentence, source_vocab_to_int)
loaded_graph = tf.Graph()
with tf.Session(graph=loaded_graph) as sess:
# Load saved model
loader = tf.train.import_meta_graph(load_path + '.meta')
loader.restore(sess, load_path)
input_data = loaded_graph.get_tensor_by_name('input:0')
logits = loaded_graph.get_tensor_by_name('logits:0')
keep_prob = loaded_graph.get_tensor_by_name('keep_prob:0')
translate_logits = sess.run(logits, {input_data: [translate_sentence], keep_prob: 1.0})[0]
print('Input')
print(' Word Ids: {}'.format([i for i in translate_sentence]))
print(' English Words: {}'.format([source_int_to_vocab[i] for i in translate_sentence]))
print('\nPrediction')
print(' Word Ids: {}'.format([i for i in np.argmax(translate_logits, 1)]))
print(' French Words: {}'.format([target_int_to_vocab[i] for i in np.argmax(translate_logits, 1)]))
Input Word Ids: [204, 160, 19, 126] English Words: ['i', 'like', 'you', '.'] Prediction Word Ids: [276, 160, 321, 321, 321, 355, 355, 196, 196, 196, 196, 196, 196, 196, 60, 60, 60] French Words: ['la', 'ils', 'new', 'new', 'new', 'novembre', 'novembre', 'de', 'de', 'de', 'de', 'de', 'de', 'de', 'humide', 'humide', 'humide']
You might notice that some sentences translate better than others. Since the dataset you're using only has a vocabulary of 227 English words of the thousands that you use, you're only going to see good results using these words. For this project, you don't need a perfect translation. However, if you want to create a better translation model, you'll need better data.
You can train on the WMT10 French-English corpus. This dataset has more vocabulary and richer in topics discussed. However, this will take you days to train, so make sure you've a GPU and the neural network is performing well on dataset we provided. Just make sure you play with the WMT10 corpus after you've submitted this project.
When submitting this project, make sure to run all the cells before saving the notebook. Save the notebook file as "dlnd_language_translation.ipynb" and save it as a HTML file under "File" -> "Download as". Include the "helper.py" and "problem_unittests.py" files in your submission.